author stringlengths 3 31 | claps stringlengths 1 5 | reading_time int64 2 31 | link stringlengths 92 277 | title stringlengths 24 104 | text stringlengths 1.35k 44.5k |
|---|---|---|---|---|---|
Justin Lee | 8.3K | 11 | https://medium.com/swlh/chatbots-were-the-next-big-thing-what-happened-5fc49dd6fa61?source=---------0---------------- | Chatbots were the next big thing: what happened? – The Startup – Medium | Oh, how the headlines blared:
Chatbots were The Next Big Thing.
Our hopes were sky high. Bright-eyed and bushy-tailed, the industry was ripe for a new era of innovation: it was time to start socializing with machines.
And why wouldn’t they be? All the road signs pointed towards insane success.
At the Mobile World Congr... |
Conor Dewey | 1.4K | 7 | https://towardsdatascience.com/python-for-data-science-8-concepts-you-may-have-forgotten-i-did-825966908393?source=---------1---------------- | Python for Data Science: 8 Concepts You May Have Forgotten | If you’ve ever found yourself looking up the same question, concept, or syntax over and over again when programming, you’re not alone.
I find myself doing this constantly.
While it’s not unnatural to look things up on StackOverflow or other resources, it does slow you down a good bit and raise questions as to your comp... |
William Koehrsen | 2.8K | 11 | https://towardsdatascience.com/automated-feature-engineering-in-python-99baf11cc219?source=---------2---------------- | Automated Feature Engineering in Python – Towards Data Science | Machine learning is increasingly moving from hand-designed models to automatically optimized pipelines using tools such as H20, TPOT, and auto-sklearn. These libraries, along with methods such as random search, aim to simplify the model selection and tuning parts of machine learning by finding the best model for a data... |
Gant Laborde | 1.3K | 7 | https://medium.freecodecamp.org/machine-learning-how-to-go-from-zero-to-hero-40e26f8aa6da?source=---------3---------------- | Machine Learning: how to go from Zero to Hero – freeCodeCamp | If your understanding of A.I. and Machine Learning is a big question mark, then this is the blog post for you. Here, I gradually increase your AwesomenessicityTM by gluing inspirational videos together with friendly text.
Sit down and relax. These videos take time, and if they don’t inspire you to continue to the next ... |
Emmanuel Ameisen | 935 | 11 | https://blog.insightdatascience.com/reinforcement-learning-from-scratch-819b65f074d8?source=---------4---------------- | Reinforcement Learning from scratch – Insight Data | Want to learn about applied Artificial Intelligence from leading practitioners in Silicon Valley, New York, or Toronto? Learn more about the Insight Artificial Intelligence Fellows Program.
Are you a company working in AI and would like to get involved in the Insight AI Fellows Program? Feel free to get in touch.
Recen... |
Irhum Shafkat | 2K | 15 | https://towardsdatascience.com/intuitively-understanding-convolutions-for-deep-learning-1f6f42faee1?source=---------5---------------- | Intuitively Understanding Convolutions for Deep Learning | The advent of powerful and versatile deep learning frameworks in recent years has made it possible to implement convolution layers into a deep learning model an extremely simple task, often achievable in a single line of code.
However, understanding convolutions, especially for the first time can often feel a bit unner... |
Sam Drozdov | 2.3K | 6 | https://uxdesign.cc/an-intro-to-machine-learning-for-designers-5c74ba100257?source=---------6---------------- | An intro to Machine Learning for designers – UX Collective | There is an ongoing debate about whether or not designers should write code. Wherever you fall on this issue, most people would agree that designers should know about code. This helps designers understand constraints and empathize with developers. It also allows designers to think outside of the pixel perfect box when ... |
Conor Dewey | 252 | 10 | https://towardsdatascience.com/the-big-list-of-ds-ml-interview-resources-2db4f651bd63?source=---------7---------------- | The Big List of DS/ML Interview Resources – Towards Data Science | Data science interviews certainly aren’t easy. I know this first hand. I’ve participated in over 50 individual interviews and phone screens while applying for competitive internships over the last calendar year. Through this exciting and somewhat (at times, very) painful process, I’ve accumulated a plethora of useful r... |
Abhishek Parbhakar | 937 | 6 | https://towardsdatascience.com/must-know-information-theory-concepts-in-deep-learning-ai-e54a5da9769d?source=---------8---------------- | Must know Information Theory concepts in Deep Learning (AI) | Information theory is an important field that has made significant contribution to deep learning and AI, and yet is unknown to many. Information theory can be seen as a sophisticated amalgamation of basic building blocks of deep learning: calculus, probability and statistics. Some examples of concepts in AI that come f... |
Aman Dalmia | 2.3K | 17 | https://blog.usejournal.com/what-i-learned-from-interviewing-at-multiple-ai-companies-and-start-ups-a9620415e4cc?source=---------9---------------- | What I learned from interviewing at multiple AI companies and start-ups | Over the past 8 months, I’ve been interviewing at various companies like Google’s DeepMind, Wadhwani Institute of AI, Microsoft, Ola, Fractal Analytics, and a few others primarily for the roles — Data Scientist, Software Engineer & Research Engineer. In the process, not only did I get an opportunity to interact with ma... |
Sophia Arakelyan | 7 | 4 | https://buzzrobot.com/from-ballerina-to-ai-researcher-part-i-46fce67f809b?source=---------1---------------- | From Ballerina to AI Researcher: Part I – buZZrobot | Last year, I published the article “From Ballerina to AI writer” where I described how I embraced the technical part of AI without a technical background. But having love and passion for AI, I educated myself and was able to build a neural net classifier and do projects in Deep RL.
Recently, I’ve become a participant i... |
Dr. GP Pulipaka | 2 | 6 | https://medium.com/@gp_pulipaka/3-ways-to-apply-latent-semantic-analysis-on-large-corpus-text-on-macos-terminal-jupyterlab-colab-7b4dc3e1622?source=---------9---------------- | 3 Ways to Apply Latent Semantic Analysis on Large-Corpus Text on macOS Terminal, JupyterLab, and... | Latent semantic analysis works on large-scale datasets to generate representations to discover the insights through natural language processing. There are different approaches to perform the latent semantic analysis at multiple levels such as document level, phrase level, and sentence level. Primarily semantic analysis... |
Scott Santens | 7.3K | 14 | https://medium.com/basic-income/deep-learning-is-going-to-teach-us-all-the-lesson-of-our-lives-jobs-are-for-machines-7c6442e37a49?source=tag_archive---------0---------------- | Deep Learning Is Going to Teach Us All the Lesson of Our Lives: Jobs Are for Machines | (An alternate version of this article was originally published in the Boston Globe)
On December 2nd, 1942, a team of scientists led by Enrico Fermi came back from lunch and watched as humanity created the first self-sustaining nuclear reaction inside a pile of bricks and wood underneath a football field at the Universi... |
Adam Geitgey | 35K | 15 | https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471?source=tag_archive---------1---------------- | Machine Learning is Fun! – Adam Geitgey – Medium | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8! You can also read this article in 日本語, Português, Português (alternate), Türkçe, Français, 한국어 , العَرَبِيَّة, Español (México), Español (España), Polski, Italiano, 普通话... |
Adam Geitgey | 14.2K | 15 | https://medium.com/@ageitgey/machine-learning-is-fun-part-3-deep-learning-and-convolutional-neural-networks-f40359318721?source=tag_archive---------2---------------- | Machine Learning is Fun! Part 3: Deep Learning and Convolutional Neural Networks | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8!
You can also read this article in 普通话, Русский, 한국어, Português, Tiếng Việt or Italiano.
Are you tired of reading endless news stories about deep learning and not really know... |
Adam Geitgey | 15.2K | 13 | https://medium.com/@ageitgey/machine-learning-is-fun-part-4-modern-face-recognition-with-deep-learning-c3cffc121d78?source=tag_archive---------3---------------- | Machine Learning is Fun! Part 4: Modern Face Recognition with Deep Learning | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8!
You can also read this article in 普通话, Русский, 한국어, Português, Tiếng Việt or Italiano.
Have you noticed that Facebook has developed an uncanny ability to recognize your fri... |
Xiaohan Zeng | 48K | 13 | https://medium.com/@XiaohanZeng/i-interviewed-at-five-top-companies-in-silicon-valley-in-five-days-and-luckily-got-five-job-offers-25178cf74e0f?source=tag_archive---------4---------------- | I interviewed at five top companies in Silicon Valley in five days, and luckily got five job offers | In the five days from July 24th to 28th 2017, I interviewed at LinkedIn, Salesforce Einstein, Google, Airbnb, and Facebook, and got all five job offers.
It was a great experience, and I feel fortunate that my efforts paid off, so I decided to write something about it. I will discuss how I prepared, review the interview... |
Gil Fewster | 3.3K | 5 | https://medium.freecodecamp.org/the-mind-blowing-ai-announcement-from-google-that-you-probably-missed-2ffd31334805?source=tag_archive---------5---------------- | The mind-blowing AI announcement from Google that you probably missed. | Disclaimer: I’m not an expert in neural networks or machine learning. Since originally writing this article, many people with far more expertise in these fields than myself have indicated that, while impressive, what Google have achieved is evolutionary, not revolutionary. In the very least, it’s fair to say that I’m g... |
Adam Geitgey | 10.4K | 15 | https://medium.com/@ageitgey/machine-learning-is-fun-part-2-a26a10b68df3?source=tag_archive---------6---------------- | Machine Learning is Fun! Part 2 – Adam Geitgey – Medium | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8!
You can also read this article in Italiano, Español, Français, Türkçe, Русский, 한국어 Português, فارسی, Tiếng Việt or 普通话.
In Part 1, we said that Machine Learning is usin... |
David Venturi | 10.6K | 20 | https://medium.freecodecamp.org/every-single-machine-learning-course-on-the-internet-ranked-by-your-reviews-3c4a7b8026c0?source=tag_archive---------7---------------- | Every single Machine Learning course on the internet, ranked by your reviews | A year and a half ago, I dropped out of one of the best computer science programs in Canada. I started creating my own data science master’s program using online resources. I realized that I could learn everything I needed through edX, Coursera, and Udacity instead. And I could learn it faster, more efficiently, and fo... |
Michael Jordan | 34K | 16 | https://medium.com/@mijordan3/artificial-intelligence-the-revolution-hasnt-happened-yet-5e1d5812e1e7?source=tag_archive---------8---------------- | Artificial Intelligence — The Revolution Hasn’t Happened Yet | Artificial Intelligence (AI) is the mantra of the current era. The phrase is intoned by technologists, academicians, journalists and venture capitalists alike. As with many phrases that cross over from technical academic fields into general circulation, there is significant misunderstanding accompanying the use of the ... |
Eran Kampf | 57 | 3 | https://developerzen.com/data-mining-handling-missing-values-the-database-bd2241882e72?source=tag_archive---------0---------------- | Data Mining — Handling Missing Values the Database – DeveloperZen | I’ve recently answered Predicting missing data values in a database on StackOverflow and thought it deserved a mention on DeveloperZen.
One of the important stages of data mining is preprocessing, where we prepare the data for mining. Real-world data tends to be incomplete, noisy, and inconsistent and an important task... |
Oliver Lindberg | 1 | 7 | https://medium.com/the-lindberg-interviews/interview-with-googles-alfred-spector-on-voice-search-hybrid-intelligence-and-more-2f6216aa480c?source=tag_archive---------0---------------- | Interview with Google’s Alfred Spector on voice search, hybrid intelligence and more | Google’s a pretty good search engine, right? Well, you ain’t seen nothing yet. VP of research Alfred Spector talks to Oliver Lindberg about the technologies emerging from Google Labs — from voice search to hybrid intelligence and beyond
This article originally appeared in issue 198 of .net magazine in 2010 and was repu... |
Xu Wenhao | 1 | 4 | https://xuwenhao.com/%E5%BB%BA%E8%AE%AE%E7%9A%84%E7%A8%8B%E5%BA%8F%E5%91%98%E5%AD%A6%E4%B9%A0lda%E7%AE%97%E6%B3%95%E7%9A%84%E6%AD%A5%E9%AA%A4-54168e081bc1?source=tag_archive---------0---------------- | 建议的程序员学习LDA算法的步骤 – 蒸汽与魔法 | 这一阵为了工作上的关系,花了点时间学习了一下LDA算法,说实话,对于我这个学CS而非学数学的人来说,除了集体智慧编程这本书之外基本没怎么看过机器学习的人来说,一开始还真是摸不太到门道,前前后后快要四个月了,算是基本了解了这个算法的实现,记录一下,也供后来人快速入门做个参考。
一开始直接就下了Blei的原始的那篇论文来看,但是看了个开头就被Dirichlet分布和几个数学公式打倒,然后因为专心在写项目中的具体的代码,也就先放下了。但是因为发现完全忘记了本科学的概率和统计的内容,只好回头去看大学时候概率论的教材,发现早不知道借给谁了,于是上网买了本,花了几天时间大致回顾了一遍概率论的知识,什么贝叶斯全概率公式,正态分布,二项分布之类的。... |
Netflix Technology Blog | 439 | 9 | https://medium.com/netflix-techblog/netflix-recommendations-beyond-the-5-stars-part-1-55838468f429?source=tag_archive---------0---------------- | Netflix Recommendations: Beyond the 5 stars (Part 1) | by Xavier Amatriain and Justin Basilico (Personalization Science and Engineering)
In this two-part blog post, we will open the doors of one of the most valued Netflix assets: our recommendation system. In Part 1, we will relate the Netflix Prize to the broader recommendation challenge, outline the external components o... |
Netflix Technology Blog | 365 | 10 | https://medium.com/netflix-techblog/netflix-recommendations-beyond-the-5-stars-part-2-d9b96aa399f5?source=tag_archive---------1---------------- | Netflix Recommendations: Beyond the 5 stars (Part 2) | by Xavier Amatriain and Justin Basilico (Personalization Science and Engineering)
In part one of this blog post, we detailed the different components of Netflix personalization. We also explained how Netflix personalization, and the service as a whole, have changed from the time we announced the Netflix Prize.
The $1M ... |
Wolf Garbe | 6 | 6 | https://medium.com/@wolfgarbe/1000x-faster-spelling-correction-algorithm-2012-8701fcd87a5f?source=tag_archive---------2---------------- | 1000x Faster Spelling Correction algorithm (2012) – Wolf Garbe – Medium | Update1: An improved SymSpell implementation is now 1,000,000x faster.Update2: SymSpellCompound with Compound aware spelling correction. Update3: Benchmark of SymSpell, BK-Tree und Norvig’s spell-correct.
Recently I answered a question on Quora about spelling correction for search engines. When I described our SymSpell... |
Paul Christiano | 43 | 31 | https://ai-alignment.com/a-formalization-of-indirect-normativity-7e44db640160?source=tag_archive---------3---------------- | Formalizing indirect normativity – AI Alignment | This post outlines a formalization of what Nick Bostrom calls “indirect normativity.” I don’t think it’s an adequate solution to the AI control problem; but to my knowledge it was the first precise specification of a goal that meets the “not terrible” bar, i.e. which does not lead to terrible consequences if pursued wi... |
Robbie Tilton | 3 | 15 | https://medium.com/@robbietilton/emotional-computing-with-ai-3513884055fa?source=tag_archive---------4---------------- | Emotional Computing – Robbie Tilton – Medium | Investigating the human to computer relationship through reverse engineering the Turing test
Humans are getting closer to creating a computer with the ability to feel and think. Although the processes of the human brain are at large unknown, computer scientists have been working to simulate the human capacity to feel a... |
Netflix Technology Blog | 330 | 11 | https://medium.com/netflix-techblog/system-architectures-for-personalization-and-recommendation-e081aa94b5d8?source=tag_archive---------0---------------- | System Architectures for Personalization and Recommendation | by Xavier Amatriain and Justin Basilico
In our previous posts about Netflix personalization, we highlighted the importance of using both data and algorithms to create the best possible experience for Netflix members. We also talked about the importance of enriching the interaction and engaging the user with the recomme... |
James Faghmous | 187 | 6 | https://medium.com/@nomadic_mind/new-to-machine-learning-avoid-these-three-mistakes-73258b3848a4?source=tag_archive---------1---------------- | New to Machine Learning? Avoid these three mistakes | Machine learning (ML) is one of the hottest fields in data science. As soon as ML entered the mainstream through Amazon, Netflix, and Facebook people have been giddy about what they can learn from their data. However, modern machine learning (i.e. not the theoretical statistical learning that emerged in the 70s) is ver... |
Datafiniti | 3 | 5 | https://blog.datafiniti.co/classifying-websites-with-neural-networks-39123a464055?source=tag_archive---------2---------------- | Classifying Websites with Neural Networks – Knowledge from Data: The Datafiniti Blog | At Datafiniti, we have a strong need for converting unstructured web content into structured data. For example, we’d like to find a page like:
and do the following:
Both of these are hard things for a computer to do in an automated manner. While it’s easy for you or me to realize that the above web page is selling some... |
Arjan Haring 🔮🔨 | 3 | 8 | https://medium.com/i-love-experiments/reinventing-social-sciences-in-the-era-of-big-data-d255f3e391f3?source=tag_archive---------3---------------- | Reinventing Social Sciences in the Era of Big Data – I love experiments – Medium | Sune Lehmann is an Associate Professor at DTU Informatics, Technical University of Denmark. In the past, he has worked as a Postdoctoral Fellow at Institute for Quantitative Social Science at Harvard University and the College of Computer and Information Science at Northeasthern University; before that, he was at Laszl... |
Eventbrite | 10 | 8 | https://medium.com/@eventbrite/multi-index-locality-sensitive-hashing-for-fun-and-profit-ee04292a6e37?source=tag_archive---------4---------------- | Multi-Index Locality Sensitive Hashing for Fun and Profit | One way that we deal with this volume of data, is to cluster up all the similar messages together to find patterns in behavior of senders. For example, if someone is contacting thousands of different organizers with similar messages, that behavior is suspect and will be examined.
The big question is, how can we compare... |
Akash Shende | 1 | 3 | https://medium.com/@akash0x53/color-based-object-segmentation-baf8044ec6a3?source=tag_archive---------7---------------- | Color Based Object Segmentation – Akash Shende – Medium | In this picture, Pranav Mistry is using color marker on his fingers to track the gesture and his wearable computer perform action based on gestures. That sounds easy! But No, it’s not. Computer need to understand those color marker first, for that it needs to separate marker from any surroundings.
Segmentation can be h... |
Hrishikesh Huilgolkar | 1 | 4 | https://medium.com/@hrishikeshio/traveling-santa-problem-an-incompetent-algorists-attempt-49ad9d26b26?source=tag_archive---------8---------------- | Traveling santa Problem — An incompetent algorist’s attempt | Kaggle announced the Traveling santa problem in the christmas season. I joined in excitedly.. but soon realized this is not an easy problem. Solving this problem would require expertise on data structures and some good familiarity with TSP problems and its many heuristic algorithms. I had neither.. I had to find a way ... |
Adam Geitgey | 35K | 15 | https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471?source=tag_archive---------0---------------- | Machine Learning is Fun! – Adam Geitgey – Medium | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8! You can also read this article in 日本語, Português, Português (alternate), Türkçe, Français, 한국어 , العَرَبِيَّة, Español (México), Español (España), Polski, Italiano, 普通话... |
Shivon Zilis | 1.2K | 10 | https://medium.com/@shivon/the-current-state-of-machine-intelligence-f76c20db2fe1?source=tag_archive---------1---------------- | The Current State of Machine Intelligence – Shivon Zilis – Medium | (The 2016 Machine Intelligence landscape and post can be found here)
I spent the last three months learning about every artificial intelligence, machine learning, or data related startup I could find — my current list has 2,529 of them to be exact. Yes, I should find better things to do with my evenings and weekends bu... |
AirbnbEng | 369 | 11 | https://medium.com/airbnb-engineering/architecting-a-machine-learning-system-for-risk-941abbba5a60?source=tag_archive---------2---------------- | Architecting a Machine Learning System for Risk – Airbnb Engineering & Data Science – Medium | By Naseem Hakim & Aaron Keys
At Airbnb, we want to build the world’s most trusted community. Guests trust Airbnb to connect them with world-class hosts for unique and memorable travel experiences. Airbnb hosts trust that guests will treat their home with the same care and respect that they would their own. The Airbnb r... |
Yingjie Miao | 43 | 6 | https://medium.com/kifi-engineering/from-word2vec-to-doc2vec-an-approach-driven-by-chinese-restaurant-process-93d3602eaa31?source=tag_archive---------3---------------- | From word2vec to doc2vec: an approach driven by Chinese restaurant process | Google’s word2vec project has created lots of interests in the text mining community. It’s a neural network language model that is “both supervised and unsupervised”. Unsupervised in the sense that you only have to provide a big corpus, say English wiki. Supervised in the sense that the model cleverly generates supervi... |
Pinterest Engineering | 113 | 6 | https://medium.com/@Pinterest_Engineering/building-a-smarter-home-feed-ad1918fdfbe3?source=tag_archive---------4---------------- | Building a smarter home feed – Pinterest Engineering – Medium | Chris Pinchak | Pinterest engineer, Discovery
The home feed should be a reflection of what each user cares about. Content is sourced from inputs such as people and boards the user follows, interests, and recommendations. To ensure we maintain fast, reliable and personalized home feeds, we built the smart feed with the ... |
Nikhil Dandekar | 116 | 3 | https://towardsdatascience.com/what-makes-a-good-data-scientist-engineer-a8b4d7948a86?source=tag_archive---------5---------------- | What makes a good data scientist/engineer? – Towards Data Science | The term data scientist has been used lately to describe a wide variety of skills & roles. In this post I will focus on a particular flavor of data scientist. I will talk about the qualities needed to be a good data scientist-engineer who ships relevance products to users. Some examples of relevance products are:
These... |
Jeff Smith | 20 | 7 | https://medium.com/data-engineering/modeling-madly-8b2c72eb52be?source=tag_archive---------6---------------- | Modeling Madly – Data Engineering – Medium | I recently wrapped up my second hackathon at Intent Media. You can see my summary of one of our previous hackathons here. These past two hackathons I’ve taken on some slightly different challenges than people usually go after in a hackathon: developing new machine learning models. While I‘ve been working on data scienc... |
Chris Jagers | 45 | 5 | https://medium.com/@chrisjagers/the-wolfram-language-b853337f8427?source=tag_archive---------7---------------- | Explaining the Wolfram Language – Chris Jagers – Medium | Many people are already familiar with Apple’s voice search called Siri, or the search engine behind it called Wolfram Alpha. This search engine can use natural language to search vast sets of data and even compute math. However, this is just a tiny fraction of what the language can do, and I don’t even think it’s a goo... |
John Wittenauer | 2 | 9 | https://medium.com/@jdwittenauer/machine-learning-exercises-in-python-part-1-60db0df846a4?source=tag_archive---------8---------------- | Machine Learning Exercises In Python, Part 1 – John Wittenauer – Medium | This content originally appeared on Curious Insight
This post is part of a series covering the exercises from Andrew Ng’s machine learning class on Coursera. The original code, exercise text, and data files for this post are available here.
Part 1 — Simple Linear RegressionPart 2 — Multivariate Linear RegressionPart 3 ... |
Pinterest Engineering | 25 | 7 | https://medium.com/@Pinterest_Engineering/building-the-interests-platform-73a3a3755c21?source=tag_archive---------9---------------- | Building the interests platform – Pinterest Engineering – Medium | Ningning Hu | Pinterest engineer, Discovery
The core value of Pinterest is to help people find the things they care about, by connecting them to Pins and people that relate to their interests. We’re building a service that’s powered by people, and supercharged with technology.
The interest graph — the connections that ... |
Christopher Nguyen | 991 | 8 | https://medium.com/deep-learning-101/algorithms-of-the-mind-10eb13f61fc4?source=tag_archive---------0---------------- | Algorithms of the Mind – Deep Learning 101 – Medium | What Machine Learning Teaches Us About Ourselves
Originally published at blog.arimo.com.Follow me on Twitter to keep informed of interesting developments on these topics.
“Science often follows technology, because inventions give us new ways to think about the world and new phenomena in need of explanation.”
Or so Aram... |
Per Harald Borgen | 2.1K | 6 | https://medium.com/learning-new-stuff/machine-learning-in-a-week-a0da25d59850?source=tag_archive---------1---------------- | Machine Learning in a Week – Learning New Stuff – Medium | Getting into machine learning (ml) can seem like an unachievable task from the outside.
However, after dedicating one week to learning the basics of the subject, I found it to be much more accessible than I anticipated.
This article is intended to give others who’re interested in getting into ml a roadmap of how to get... |
Ahmed El Deeb | 593 | 7 | https://medium.com/rants-on-machine-learning/what-to-do-with-small-data-d253254d1a89?source=tag_archive---------2---------------- | What to do with “small” data? – Rants on Machine Learning – Medium | By Ahmed El Deeb
Many technology companies now have teams of smart data-scientists, versed in big-data infrastructure tools and machine learning algorithms, but every now and then, a data set with very few data points turns up and none of these algorithms seem to be working properly anymore. What the hell is happening?... |
Matt Fogel | 938 | 4 | https://medium.com/swlh/the-7-best-data-science-and-machine-learning-podcasts-e8f0d5a4a419?source=tag_archive---------3---------------- | The 7 Best Data Science and Machine Learning Podcasts | Data science and machine learning have long been interests of mine, but now that I’m working on Fuzzy.ai and trying to make AI and machine learning accessible to all developers, I need to keep on top of all the news in both fields.
My preferred way to do this is through listening to podcasts. I’ve listened to a bunch o... |
Illia Polosukhin | 255 | 3 | https://medium.com/@ilblackdragon/tensorflow-tutorial-part-1-c559c63c0cb1?source=tag_archive---------4---------------- | TensorFlow Tutorial— Part 1 – Illia Polosukhin – Medium | UPD (April 20, 2016): Scikit Flow has been merged into TensorFlow since version 0.8 and now called TensorFlow Learn or tf.learn.
Google released a machine learning framework called TensorFlow and it’s taking the world by storm. 10k+ stars on Github, a lot of publicity and general excitement in between AI researchers.
N... |
Ahmed El Deeb | 283 | 3 | https://medium.com/rants-on-machine-learning/the-unreasonable-effectiveness-of-random-forests-f33c3ce28883?source=tag_archive---------5---------------- | The Unreasonable Effectiveness of Random Forests – Rants on Machine Learning – Medium | It’s very common for machine learning practitioners to have favorite algorithms. It’s a bit irrational, since no algorithm strictly dominates in all applications, the performance of ML algorithms varies wildly depending on the application and the dimensionality of the dataset. And even for a given problem and a given d... |
Christophe Bourguignat | 157 | 4 | https://medium.com/@chris_bour/6-tricks-i-learned-from-the-otto-kaggle-challenge-a9299378cd61?source=tag_archive---------6---------------- | 6 Tricks I Learned From The OTTO Kaggle Challenge – Christophe Bourguignat – Medium | Here are a few things I learned from the OTTO Group Kaggle competition. I had the chance to team up with great Kaggle Master Xavier Conort, and the french community as a whole has been very active.
Teaming with Xavier has been the opportunity to practice some ensembling technics.
We heavily used stacking. We added to a... |
I'Boss Potiwarakorn | 128 | 3 | https://medium.com/o-v-e-r-f-i-t-t-e-d/machine-learning-%E0%B9%80%E0%B8%A3%E0%B8%B5%E0%B8%A2%E0%B8%99%E0%B8%AD%E0%B8%B0%E0%B9%84%E0%B8%A3-%E0%B8%A3%E0%B8%B9%E0%B9%89%E0%B9%84%E0%B8%9B%E0%B8%97%E0%B8%B3%E0%B9%84%E0%B8%A1-4a1dcae85b96?source=tag_archive---------7---------------- | Machine Learning เรียนอะไร, รู้ไปทําไม – O v e r f i t t e d – Medium | Machine Learning จริงๆแล้วมันคืออะไรกันแน่? ครั้งแรกที่ผมได้ยินคําคํานี้ ผมก็พูดกับตัวเองในใจ “เครื่องจักรที่เรียนรู้ได้ด้วยตัวเองงั้นเหรอ?” ใครมาถามว่ารู้จัก Machine Learning หรือเปล่า? มันคืออะไรอะ? ผมก็ได้แต่บอกเขาไปว่า “เคยได้ยินแต่ชื่อว่ะ”
ผมหวังเป็นอย่างยิ่งว่า คุณที่หลงเข้ามาอ่านบทความนี้ ที่อาจจะเป็นเหมือนผมที่... |
samim | 301 | 4 | https://medium.com/@samim/generating-stories-about-images-d163ba41e4ed?source=tag_archive---------8---------------- | Generating Stories about Images – samim – Medium | Stories are a fundamental human tool that we use to communicate thought. Creating a stories about a image is a difficult task that many struggle with. New machine-learning experiments are enabling us to generate stories based on the content of images. This experiment explores how to generate little romantic stories abo... |
AirbnbEng | 517 | 9 | https://medium.com/airbnb-engineering/how-airbnb-uses-machine-learning-to-detect-host-preferences-18ce07150fa3?source=tag_archive---------9---------------- | How Airbnb uses Machine Learning to Detect Host Preferences | By Bar Ifrach
At Airbnb we seek to match people who are looking for accommodation — guests — with those looking to rent out their place — hosts. Guests reach out to hosts whose listings they wish to stay in, however a match succeeds only if the host also wants to accommodate the guest.
I first heard about Airbnb in 201... |
Adam Geitgey | 14.2K | 15 | https://medium.com/@ageitgey/machine-learning-is-fun-part-3-deep-learning-and-convolutional-neural-networks-f40359318721?source=tag_archive---------1---------------- | Machine Learning is Fun! Part 3: Deep Learning and Convolutional Neural Networks | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8!
You can also read this article in 普通话, Русский, 한국어, Português, Tiếng Việt or Italiano.
Are you tired of reading endless news stories about deep learning and not really know... |
Adam Geitgey | 15.2K | 13 | https://medium.com/@ageitgey/machine-learning-is-fun-part-4-modern-face-recognition-with-deep-learning-c3cffc121d78?source=tag_archive---------2---------------- | Machine Learning is Fun! Part 4: Modern Face Recognition with Deep Learning | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8!
You can also read this article in 普通话, Русский, 한국어, Português, Tiếng Việt or Italiano.
Have you noticed that Facebook has developed an uncanny ability to recognize your fri... |
Adam Geitgey | 10.4K | 15 | https://medium.com/@ageitgey/machine-learning-is-fun-part-2-a26a10b68df3?source=tag_archive---------3---------------- | Machine Learning is Fun! Part 2 – Adam Geitgey – Medium | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8!
You can also read this article in Italiano, Español, Français, Türkçe, Русский, 한국어 Português, فارسی, Tiếng Việt or 普通话.
In Part 1, we said that Machine Learning is usin... |
Arthur Juliani | 9K | 6 | https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-0-q-learning-with-tables-and-neural-networks-d195264329d0?source=tag_archive---------4---------------- | Simple Reinforcement Learning with Tensorflow Part 0: Q-Learning with Tables and Neural Networks | For this tutorial in my Reinforcement Learning series, we are going to be exploring a family of RL algorithms called Q-Learning algorithms. These are a little different than the policy-based algorithms that will be looked at in the the following tutorials (Parts 1–3). Instead of starting with a complex and unwieldy dee... |
Adam Geitgey | 6.8K | 11 | https://medium.com/@ageitgey/machine-learning-is-fun-part-6-how-to-do-speech-recognition-with-deep-learning-28293c162f7a?source=tag_archive---------5---------------- | Machine Learning is Fun Part 6: How to do Speech Recognition with Deep Learning | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8!
You can also read this article in 普通话 , 한국어, Tiếng Việt or Русский.
Speech recognition is invading our lives. It’s built into our phones, our game consoles and our smart watc... |
Adam Geitgey | 5.8K | 16 | https://medium.com/@ageitgey/machine-learning-is-fun-part-5-language-translation-with-deep-learning-and-the-magic-of-sequences-2ace0acca0aa?source=tag_archive---------6---------------- | Machine Learning is Fun Part 5: Language Translation with Deep Learning and the Magic of Sequences | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8!
You can also read this article in 普通话, Русский, 한국어, Tiếng Việt or Italiano.
We all know and love Google Translate, the website that can instantly translate between 100 diffe... |
Tal Perry | 2.6K | 17 | https://medium.com/@TalPerry/deep-learning-the-stock-market-df853d139e02?source=tag_archive---------7---------------- | Deep Learning the Stock Market – Tal Perry – Medium | Update 25.1.17 — Took me a while but here is an ipython notebook with a rough implementation
In the past few months I’ve been fascinated with “Deep Learning”, especially its applications to language and text. I’ve spent the bulk of my career in financial technologies, mostly in algorithmic trading and alternative data ... |
Andrej Karpathy | 9.2K | 7 | https://medium.com/@karpathy/yes-you-should-understand-backprop-e2f06eab496b?source=tag_archive---------8---------------- | Yes you should understand backprop – Andrej Karpathy – Medium | When we offered CS231n (Deep Learning class) at Stanford, we intentionally designed the programming assignments to include explicit calculations involved in backpropagation on the lowest level. The students had to implement the forward and the backward pass of each layer in raw numpy. Inevitably, some students complain... |
Per Harald Borgen | 4.8K | 7 | https://medium.com/learning-new-stuff/machine-learning-in-a-year-cdb0b0ebd29c?source=tag_archive---------9---------------- | Machine Learning in a Year – Learning New Stuff – Medium | This is a follow up to an article I wrote last year, Machine Learning in a Week, on how I kickstarted my way into machine learning (ml) by devoting five days to the subject.
After this highly effective introduction, I continued learning on my spare time and almost exactly one year later I did my first ml project at wor... |
Xiaohan Zeng | 48K | 13 | https://medium.com/@XiaohanZeng/i-interviewed-at-five-top-companies-in-silicon-valley-in-five-days-and-luckily-got-five-job-offers-25178cf74e0f?source=tag_archive---------0---------------- | I interviewed at five top companies in Silicon Valley in five days, and luckily got five job offers | In the five days from July 24th to 28th 2017, I interviewed at LinkedIn, Salesforce Einstein, Google, Airbnb, and Facebook, and got all five job offers.
It was a great experience, and I feel fortunate that my efforts paid off, so I decided to write something about it. I will discuss how I prepared, review the interview... |
Gil Fewster | 3.3K | 5 | https://medium.freecodecamp.org/the-mind-blowing-ai-announcement-from-google-that-you-probably-missed-2ffd31334805?source=tag_archive---------1---------------- | The mind-blowing AI announcement from Google that you probably missed. | Disclaimer: I’m not an expert in neural networks or machine learning. Since originally writing this article, many people with far more expertise in these fields than myself have indicated that, while impressive, what Google have achieved is evolutionary, not revolutionary. In the very least, it’s fair to say that I’m g... |
David Venturi | 10.6K | 20 | https://medium.freecodecamp.org/every-single-machine-learning-course-on-the-internet-ranked-by-your-reviews-3c4a7b8026c0?source=tag_archive---------2---------------- | Every single Machine Learning course on the internet, ranked by your reviews | A year and a half ago, I dropped out of one of the best computer science programs in Canada. I started creating my own data science master’s program using online resources. I realized that I could learn everything I needed through edX, Coursera, and Udacity instead. And I could learn it faster, more efficiently, and fo... |
Vishal Maini | 32K | 10 | https://medium.com/machine-learning-for-humans/why-machine-learning-matters-6164faf1df12?source=tag_archive---------3---------------- | A Beginner’s Guide to AI/ML 🤖👶 – Machine Learning for Humans – Medium | Part 1: Why Machine Learning Matters. The big picture of artificial intelligence and machine learning — past, present, and future.
Part 2.1: Supervised Learning. Learning with an answer key. Introducing linear regression, loss functions, overfitting, and gradient descent.
Part 2.2: Supervised Learning II. Two methods o... |
Tim Anglade | 7K | 23 | https://medium.com/@timanglade/how-hbos-silicon-valley-built-not-hotdog-with-mobile-tensorflow-keras-react-native-ef03260747f3?source=tag_archive---------4---------------- | How HBO’s Silicon Valley built “Not Hotdog” with mobile TensorFlow, Keras & React Native | The HBO show Silicon Valley released a real AI app that identifies hotdogs — and not hotdogs — like the one shown on season 4’s 4th episode (the app is now available on Android as well as iOS!)
To achieve this, we designed a bespoke neural architecture that runs directly on your phone, and trained it with Tensorflow, K... |
Sophia Ciocca | 53K | 9 | https://medium.com/s/story/spotifys-discover-weekly-how-machine-learning-finds-your-new-music-19a41ab76efe?source=tag_archive---------5---------------- | How Does Spotify Know You So Well? – Member Feature Stories – Medium | Member Feature Story
A software engineer explains the science behind personalized music recommendations
Photo by studioEAST/Getty Images
Photo by studioEAST/Getty Images
This Monday — just like every Monday before it — over 100 million Spotify users found a fresh new playlist waiting for them called Discover Weekly. It... |
Dhruv Parthasarathy | 4.3K | 12 | https://blog.athelas.com/a-brief-history-of-cnns-in-image-segmentation-from-r-cnn-to-mask-r-cnn-34ea83205de4?source=tag_archive---------6---------------- | A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN | At Athelas, we use Convolutional Neural Networks(CNNs) for a lot more than just classification! In this post, we’ll see how CNNs can be used, with great results, in image instance segmentation.
Ever since Alex Krizhevsky, Geoff Hinton, and Ilya Sutskever won ImageNet in 2012, Convolutional Neural Networks(CNNs) have be... |
Andrej Karpathy | 35K | 8 | https://medium.com/@karpathy/software-2-0-a64152b37c35?source=tag_archive---------7---------------- | Software 2.0 – Andrej Karpathy – Medium | I sometimes see people refer to neural networks as just “another tool in your machine learning toolbox”. They have some pros and cons, they work here or there, and sometimes you can use them to win Kaggle competitions. Unfortunately, this interpretation completely misses the forest for the trees. Neural networks are no... |
Sebastian Heinz | 4.4K | 13 | https://medium.com/mlreview/a-simple-deep-learning-model-for-stock-price-prediction-using-tensorflow-30505541d877?source=tag_archive---------8---------------- | A simple deep learning model for stock price prediction using TensorFlow | For a recent hackathon that we did at STATWORX, some of our team members scraped minutely S&P 500 data from the Google Finance API. The data consisted of index as well as stock prices of the S&P’s 500 constituents. Having this data at hand, the idea of developing a deep learning model for predicting the S&P 500 index b... |
Netflix Technology Blog | 25K | 13 | https://medium.com/netflix-techblog/artwork-personalization-c589f074ad76?source=tag_archive---------9---------------- | Artwork Personalization at Netflix – Netflix TechBlog – Medium | By Ashok Chandrashekar, Fernando Amat, Justin Basilico and Tony Jebara
For many years, the main goal of the Netflix personalized recommendation system has been to get the right titles in front each of our members at the right time. With a catalog spanning thousands of titles and a diverse member base spanning over a hu... |
Michael Jordan | 34K | 16 | https://medium.com/@mijordan3/artificial-intelligence-the-revolution-hasnt-happened-yet-5e1d5812e1e7?source=tag_archive---------0---------------- | Artificial Intelligence — The Revolution Hasn’t Happened Yet | Artificial Intelligence (AI) is the mantra of the current era. The phrase is intoned by technologists, academicians, journalists and venture capitalists alike. As with many phrases that cross over from technical academic fields into general circulation, there is significant misunderstanding accompanying the use of the ... |
Blaise Aguera y Arcas | 8.7K | 15 | https://medium.com/@blaisea/do-algorithms-reveal-sexual-orientation-or-just-expose-our-stereotypes-d998fafdf477?source=tag_archive---------1---------------- | Do algorithms reveal sexual orientation or just expose our stereotypes? | by Blaise Agüera y Arcas, Alexander Todorov and Margaret Mitchell
A study claiming that artificial intelligence can infer sexual orientation from facial images caused a media uproar in the Fall of 2017. The Economist featured this work on the cover of their September 9th magazine; on the other hand two major LGBTQ org... |
James Le | 18.4K | 11 | https://towardsdatascience.com/a-tour-of-the-top-10-algorithms-for-machine-learning-newbies-dde4edffae11?source=tag_archive---------2---------------- | A Tour of The Top 10 Algorithms for Machine Learning Newbies | In machine learning, there’s something called the “No Free Lunch” theorem. In a nutshell, it states that no one algorithm works best for every problem, and it’s especially relevant for supervised learning (i.e. predictive modeling).
For example, you can’t say that neural networks are always better than decision trees o... |
Emmanuel Ameisen | 12.8K | 13 | https://blog.insightdatascience.com/how-to-solve-90-of-nlp-problems-a-step-by-step-guide-fda605278e4e?source=tag_archive---------3---------------- | How to solve 90% of NLP problems: a step-by-step guide | For more content like this, follow Insight and Emmanuel on Twitter.
Whether you are an established company or working to launch a new service, you can always leverage text data to validate, improve, and expand the functionalities of your product. The science of extracting meaning and learning from text data is an activ... |
Mybridge | 10.1K | 6 | https://medium.mybridge.co/30-amazing-machine-learning-projects-for-the-past-year-v-2018-b853b8621ac7?source=tag_archive---------4---------------- | 30 Amazing Machine Learning Projects for the Past Year (v.2018) | For the past year, we’ve compared nearly 8,800 open source Machine Learning projects to pick Top 30 (0.3% chance).
This is an extremely competitive list and it carefully picks the best open source Machine Learning libraries, datasets and apps published between January and December 2017. Mybridge AI evaluates the qualit... |
David Foster | 12.8K | 11 | https://medium.com/applied-data-science/how-to-build-your-own-alphazero-ai-using-python-and-keras-7f664945c188?source=tag_archive---------5---------------- | How to build your own AlphaZero AI using Python and Keras | In this article I’ll attempt to cover three things:
In March 2016, Deepmind’s AlphaGo beat 18 times world champion Go player Lee Sedol 4–1 in a series watched by over 200 million people. A machine had learnt a super-human strategy for playing Go, a feat previously thought impossible, or at the very least, at least a de... |
George Seif | 11.4K | 11 | https://towardsdatascience.com/the-5-clustering-algorithms-data-scientists-need-to-know-a36d136ef68?source=tag_archive---------6---------------- | The 5 Clustering Algorithms Data Scientists Need to Know | Clustering is a Machine Learning technique that involves the grouping of data points. Given a set of data points, we can use a clustering algorithm to classify each data point into a specific group. In theory, data points that are in the same group should have similar properties and/or features, while data points in di... |
Mybridge | 6.6K | 6 | https://medium.mybridge.co/30-amazing-python-projects-for-the-past-year-v-2018-9c310b04cdb3?source=tag_archive---------7---------------- | 30 Amazing Python Projects for the Past Year (v.2018) | For the past year, we’ve compared nearly 15,000 open source Python projects to pick Top 30 (0.2% chance).
This is an extremely competitive list and it carefully picks the best open source Python libraries, tools and programs published between January and December 2017. Mybridge AI evaluates the quality by considering p... |
Simon Greenman | 10.2K | 16 | https://towardsdatascience.com/who-is-going-to-make-money-in-ai-part-i-77a2f30b8cef?source=tag_archive---------8---------------- | Who Is Going To Make Money In AI? Part I – Towards Data Science | We are in the midst of a gold rush in AI. But who will reap the economic benefits? The mass of startups who are all gold panning? The corporates who have massive gold mining operations? The technology giants who are supplying the picks and shovels? And which nations have the richest seams of gold?
We are currently expe... |
Eugenio Culurciello | 6.4K | 8 | https://towardsdatascience.com/the-fall-of-rnn-lstm-2d1594c74ce0?source=tag_archive---------9---------------- | The fall of RNN / LSTM – Towards Data Science | We fell for Recurrent neural networks (RNN), Long-short term memory (LSTM), and all their variants. Now it is time to drop them!
It is the year 2014 and LSTM and RNN make a great come-back from the dead. We all read Colah’s blog and Karpathy’s ode to RNN. But we were all young and unexperienced. For a few years this wa... |
WiseWolf Fund | 14.2K | 8 | https://medium.com/@wisewolf_fund/unique-trends-to-look-out-for-with-artificial-intelligence-1db3de178463?source=---------0---------------- | GAME-CHANGING TRENDS TO LOOK OUT FOR WITH AI – WiseWolf Fund – Medium | Artificial Intelligence is a state-of-the-art technological trend that many companies are trying to integrate into their business. A recent report by McKinsey states that Baidu, the Chinese equivalent of Alphabet, invested $20 billion in AI last year. At the same time, Alphabet invested roughly $30 billion in developin... |
Justin Lee | 8.3K | 11 | https://medium.com/swlh/chatbots-were-the-next-big-thing-what-happened-5fc49dd6fa61?source=---------1---------------- | Chatbots were the next big thing: what happened? – The Startup – Medium | Oh, how the headlines blared:
Chatbots were The Next Big Thing.
Our hopes were sky high. Bright-eyed and bushy-tailed, the industry was ripe for a new era of innovation: it was time to start socializing with machines.
And why wouldn’t they be? All the road signs pointed towards insane success.
At the Mobile World Congr... |
Michael Solana | 680 | 5 | https://medium.com/s/story/artificial-intelligence-is-humanitys-rorschach-test-6fb1ef9c0ce4?source=---------2---------------- | Artificial Intelligence Is Humanity's Rorschach Test | Member Feature Story
Slime Sunday / Founders Fund
Slime Sunday / Founders Fund
I don’t fear artificial intelligence, I fear people who fear artificial intelligence.
It’s the 1960s. A psychologist stares at his patient — a balding, middle-aged foreman with a cigarette in his hand, and a curl of smoke around him like a h... |
Emmanuel Ameisen | 935 | 11 | https://blog.insightdatascience.com/reinforcement-learning-from-scratch-819b65f074d8?source=---------3---------------- | Reinforcement Learning from scratch – Insight Data | Want to learn about applied Artificial Intelligence from leading practitioners in Silicon Valley, New York, or Toronto? Learn more about the Insight Artificial Intelligence Fellows Program.
Are you a company working in AI and would like to get involved in the Insight AI Fellows Program? Feel free to get in touch.
Recen... |
Irhum Shafkat | 2K | 15 | https://towardsdatascience.com/intuitively-understanding-convolutions-for-deep-learning-1f6f42faee1?source=---------4---------------- | Intuitively Understanding Convolutions for Deep Learning | The advent of powerful and versatile deep learning frameworks in recent years has made it possible to implement convolution layers into a deep learning model an extremely simple task, often achievable in a single line of code.
However, understanding convolutions, especially for the first time can often feel a bit unner... |
Sam Drozdov | 2.3K | 6 | https://uxdesign.cc/an-intro-to-machine-learning-for-designers-5c74ba100257?source=---------5---------------- | An intro to Machine Learning for designers – UX Collective | There is an ongoing debate about whether or not designers should write code. Wherever you fall on this issue, most people would agree that designers should know about code. This helps designers understand constraints and empathize with developers. It also allows designers to think outside of the pixel perfect box when ... |
Conor Dewey | 252 | 10 | https://towardsdatascience.com/the-big-list-of-ds-ml-interview-resources-2db4f651bd63?source=---------6---------------- | The Big List of DS/ML Interview Resources – Towards Data Science | Data science interviews certainly aren’t easy. I know this first hand. I’ve participated in over 50 individual interviews and phone screens while applying for competitive internships over the last calendar year. Through this exciting and somewhat (at times, very) painful process, I’ve accumulated a plethora of useful r... |
Abhishek Parbhakar | 937 | 6 | https://towardsdatascience.com/must-know-information-theory-concepts-in-deep-learning-ai-e54a5da9769d?source=---------7---------------- | Must know Information Theory concepts in Deep Learning (AI) | Information theory is an important field that has made significant contribution to deep learning and AI, and yet is unknown to many. Information theory can be seen as a sophisticated amalgamation of basic building blocks of deep learning: calculus, probability and statistics. Some examples of concepts in AI that come f... |
Aman Dalmia | 2.3K | 17 | https://blog.usejournal.com/what-i-learned-from-interviewing-at-multiple-ai-companies-and-start-ups-a9620415e4cc?source=---------8---------------- | What I learned from interviewing at multiple AI companies and start-ups | Over the past 8 months, I’ve been interviewing at various companies like Google’s DeepMind, Wadhwani Institute of AI, Microsoft, Ola, Fractal Analytics, and a few others primarily for the roles — Data Scientist, Software Engineer & Research Engineer. In the process, not only did I get an opportunity to interact with ma... |
Lance Ulanoff | 15.1K | 5 | https://medium.com/@LanceUlanoff/did-google-duplex-just-pass-the-turing-test-ffcfe6868b02?source=---------9---------------- | Did Google Duplex just pass the Turing Test? – Lance Ulanoff – Medium | I think it was the first “Um.” That was the moment when I realized I was hearing something extraordinary: A computer carrying out a completely natural and very human-sounding conversation with a real person. And it wasn’t just a random talk. This conversation had a purpose, a destination: to make an appointment at a ha... |
Sophia Arakelyan | 7 | 4 | https://buzzrobot.com/from-ballerina-to-ai-researcher-part-i-46fce67f809b?source=---------2---------------- | From Ballerina to AI Researcher: Part I – buZZrobot | Last year, I published the article “From Ballerina to AI writer” where I described how I embraced the technical part of AI without a technical background. But having love and passion for AI, I educated myself and was able to build a neural net classifier and do projects in Deep RL.
Recently, I’ve become a participant i... |
Matt Schlicht | 5K | 11 | https://chatbotsmagazine.com/the-complete-beginner-s-guide-to-chatbots-8280b7b906ca?source=tag_archive---------3---------------- | The Complete Beginner’s Guide To Chatbots – Chatbots Magazine | What are chatbots? Why are they such a big opportunity? How do they work? How can I build one? How can I meet other people interested in chatbots?
These are the questions we’re going to answer for you right now.
Ready? Let’s do this.
(Do you work in ecommerce? Stop reading and click here, we made something for you.)
(p... |
Gil Fewster | 3.3K | 5 | https://medium.freecodecamp.org/the-mind-blowing-ai-announcement-from-google-that-you-probably-missed-2ffd31334805?source=tag_archive---------4---------------- | The mind-blowing AI announcement from Google that you probably missed. | Disclaimer: I’m not an expert in neural networks or machine learning. Since originally writing this article, many people with far more expertise in these fields than myself have indicated that, while impressive, what Google have achieved is evolutionary, not revolutionary. In the very least, it’s fair to say that I’m g... |
Adam Geitgey | 10.4K | 15 | https://medium.com/@ageitgey/machine-learning-is-fun-part-2-a26a10b68df3?source=tag_archive---------5---------------- | Machine Learning is Fun! Part 2 – Adam Geitgey – Medium | Update: This article is part of a series. Check out the full series: Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7 and Part 8!
You can also read this article in Italiano, Español, Français, Türkçe, Русский, 한국어 Português, فارسی, Tiếng Việt or 普通话.
In Part 1, we said that Machine Learning is usin... |
David Venturi | 10.6K | 20 | https://medium.freecodecamp.org/every-single-machine-learning-course-on-the-internet-ranked-by-your-reviews-3c4a7b8026c0?source=tag_archive---------6---------------- | Every single Machine Learning course on the internet, ranked by your reviews | A year and a half ago, I dropped out of one of the best computer science programs in Canada. I started creating my own data science master’s program using online resources. I realized that I could learn everything I needed through edX, Coursera, and Udacity instead. And I could learn it faster, more efficiently, and fo... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.