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In this article, we will see the complete derivation of the Sigmoid function as used in Artificial Arunava https://towardsdatascience.com/derivative-of-the-sigmoid-function-536880cf918e
Derivative of the Sigmoid function
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Mixing, creating and searching Norman Di Palo https://towardsdatascience.com/des-ai-gn-augmenting-human-creativity-with-artificial-intelligence-bb6ff611fa2c
des.ai.gnAugmenting human creativity with artificial intelligence
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Design your engineering Tirthajyoti Sarkar https://towardsdatascience.com/design-your-engineering-experiment-plan-with-a-simple-python-command-35a6ba52fa35
Design your engineering experiment plan with a simple Python command
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What Designing for Humans Reveals about the Mind Sheldon J. Pacotti https://towardsdatascience.com/designing-intelligence-c78f9959b3b8
Designing Intelligence
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Get started with XGBoost quickly Priansh Shah https://towardsdatascience.com/detect-parkinsons-with-10-lines-of-code-intro-to-xgboost-51a4bf76b2e6
Save Lives With 10 Lines of Code: Detecting Parkinsons with XGBoost
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Breast cancer is the most common invasive cancer in women, and the second main cause of cancer death in women, after lung cancer. In this article I will build a Favio V zquez https://towardsdatascience.com/detecting-breast-cancer-with-a-deep-learning-10a20ff229e7
Detecting Breast Cancer with Deep Learning
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Maybe you were wondering how you can place funny objects on faces in real-time Peter Skvarenina https://towardsdatascience.com/detecting-facial-features-using-deep-learning-2e23c8660a7a
Detecting facial features using Deep Learning
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Pneumonia is an infection in one or both lungs. It can be caused by bacteria, viruses, or fungi. Bacterial pneumonia is the most common type in adults.Pneumonia causes inflammation in the air Rajat https://towardsdatascience.com/detecting-pneumonia-with-deep-learning-studio-a1bd39ef1923
Detecting Pneumonia with Deep Learning Studio
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Developing 1d/2d data container and transformers for data analysis Vitaly Davydov https://towardsdatascience.com/developing-1d-2d-data-container-and-transformers-for-data-analysis-9790bfd75ac7
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Last year, I hit the pause button in my life and moved, temporarily at the time, to Seattle. I entered the Galvanize Data Science Stef Bernosky https://towardsdatascience.com/dfl-dnf-dns-60969b9e995d
DFL > DNF > DNS?
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Google unveiled an AI that can make reservations Artem Oppermann https://towardsdatascience.com/did-google-duplex-beat-the-turing-test-yes-and-no-a2b87d1c9f58
Did Google Duplex beat the Turing Test? Yes and No.
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My models say uh-uh. Jason Peterson https://towardsdatascience.com/did-melania-really-tweet-that-d8038e91e67f
Did Melania Really Tweet That?
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[WARNING: TOO EASY!] Aerin Kim https://towardsdatascience.com/difference-between-batch-gradient-descent-and-stochastic-gradient-descent-1187f1291aa1
Difference between Batch Gradient Descent and Stochastic Gradient Descent
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Analysts who are used to the structured data which gives them perfect data will have frustration at the beginning Sibel Akcekaya https://towardsdatascience.com/digital-analytics-data-quality-and-web-analysts-e5f6cc709f4a
Digital Analytics Data Quality and Web Analysts
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Lets take a quick look at what digital economics is all about, and how it impacts both organizations and markets. Lee Schlenker https://towardsdatascience.com/digital-economics-825ea18cd1f4
Digital Economics
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TWiML Talk 117 Sam Charrington https://towardsdatascience.com/discovering-exoplanets-with-deep-learning-fcf8873391c9
Discovering Exoplanets with Deep Learning
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How Artificial Intelligence and Machine Prannoiy Chandran https://towardsdatascience.com/disruption-in-retail-ai-machine-learning-big-data-7e9687f69b8f
Disruption in RetailAI, Machine Learning & Big Data
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A few weeks ago in an article titled How much runway should you target between Sebastian Quintero https://towardsdatascience.com/dissecting-startup-failure-by-stage-34bb70354a36
Dissecting startup failure rates by stage
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Determining NBA Potential Abhijit Brahme https://towardsdatascience.com/dissecting-the-nba-draft-part-2-79b6bd486a8d
Dissecting the NBA Draft: Part 2
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I read an interesting embargoed article in JAMA. Initially I was just going to wait for the embargo to lift today at 11:00 a.m. and share across a few platforms but I had a few days to think about the findings. With time to kill I read a few of the citations. Bonny P McClain https://towardsdatascience.com/distorting-data-with-race-5796edc51522
Distorting data with race
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If my product succeeds will this eventual-consistency Pritam Roy https://towardsdatascience.com/distributed-transactions-and-why-you-should-care-116b6da8d72
Distributed transactions and why you should care
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Inspired by the great work of Akshay Bahadur in this article you will see some projects applying Computer Vision and Deep Learning, with implementations and details so you can Favio V zquez https://towardsdatascience.com/diy-deep-learning-projects-c2e0fac3274f
DIY Deep Learning Projects
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As careers and lifestyles develop, we are becoming more and more dependent on software development. A few decades Syed Sadat Nazrul https://towardsdatascience.com/diy-pokedex-with-python-be32e5e3006e
DIY Pokedex with Python!
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AI is the goal for many enterprises. But, an organization needs machine learning, in order to do AI. And, machine Rob Thomas https://towardsdatascience.com/do-data-science-faster-fe27294fd417
Do Data Science Faster
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A convolutional neural network typically has multiple convolutional layers (hence, the Naoki Shibuya https://towardsdatascience.com/do-filters-dream-of-convolutional-cats-5cd5d1f7e2ff
Do Filters Dream of Convolutional Cats?
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Music is something that is part of footballs culture. Official FIFA and local Bo Plantinga https://towardsdatascience.com/do-match-days-boost-the-fifa-world-cup-soundtrack-d75d7ef785c1
Do match-days boost the FIFA World Cup song?
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Dont do something interesting with data, AI, and MLdo something Chris Butler https://towardsdatascience.com/do-something-interesting-50a3876a1af3
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Are data labelers a new trend? Priscilla Ara jo https://towardsdatascience.com/do-you-know-what-does-a-data-labeler-do-98561cb0029
Do You Know What Does a Data Labeler Do?
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Docker is a tool that simplifies the installation process for software engineers. Coming from a statistics background Sachin Abeywardana https://towardsdatascience.com/docker-for-data-science-4901f35d7cf9
Docker for Data Science
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If you choose a way of Data Science you should know a lot of tools like python, NumPy, Pandas, Matplotlib, SciPy Evheniy Bystrov https://towardsdatascience.com/docker-for-data-science-9c0ce73e8263
Docker for Data Science
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Heres a few ways you can ensure it does Tricia Aanderud https://towardsdatascience.com/does-your-data-visualization-have-a-takeaway-a58f0650f243
Does Your Data Visualization have a Takeaway?
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End-to-end example of how to build a deep learning model Kirill Panarin https://towardsdatascience.com/dog-breed-classification-hands-on-approach-b5e4f88c333e
Dog Breed Classification: hands-on approach
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Exploratory Data Analysis, or EDA, makes up a good portion of a data scientists work. In fact, according to the 2017 OReillys data science survey, basic EDA is the data scientists most common Chaim Gluck https://towardsdatascience.com/doing-eda-on-a-classification-project-pandas-crosstab-will-change-your-life-c61c1cb2c20b
Doing EDA on a classification project? pandas.crosstab will change your life.
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Mathematical Scaling in Canadian Fast Food Service Anders Ohrn https://towardsdatascience.com/donuts-coffee-meet-the-city-economy-12a540faf83b
Donuts & Coffee Meet The City Economy
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This article is about a side project by Mary Kate MacPherson. We like to do side projects Daniel Shapiro, PhD https://towardsdatascience.com/drawing-anime-girls-with-deep-learning-4fa6523eb4d4
Drawing Anime Girls With Deep Learning
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Something fundamental changed between last Kiki Jewell https://towardsdatascience.com/drinkbots-new-technologies-and-ageism-in-silicon-valley-26fa18172fb8
DrinkBots, New Technologies, and Ageism in Silicon Valley
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And how to fight occasional burnouts Oleksii Kharkovyna https://towardsdatascience.com/ds-is-bs-why-data-scientists-are-discouraged-in-their-field-baea605f5fe
DS is BS: why data scientists are discouraged in their field
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A new way of deep learning Tensorflow 1.7. Keshav Aggarwal https://towardsdatascience.com/eager-execution-tensorflow-8042128ca7be
A brief guide to Tensorflow Eager Execution
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Among all technological advances that the world will continue to witness, few outstrip, in terms of benefits for humanity, the Guy Perelmuter https://towardsdatascience.com/editing-fate-cdc50429757c
Editing fate
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The biggest impediment to adoption of AI is lack of knowledge. What do enterprise companies and other ecosystem players need to learn? Mike Mitchell https://towardsdatascience.com/educating-the-enterprise-on-ai-f1d206809910
Educating the Enterprise on AI
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and how it improves your data science code. Kemal Tugrul https://towardsdatascience.com/effective-naming-in-data-science-ea847c04f51b
The Effect of Naming in Data Science Code
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Beyond the bound Kyle Li https://towardsdatascience.com/efficient-frontier-optimize-portfolio-with-scipy-57456428323e
Portfolio Optimization for Minimum Risk with ScipyEfficient Frontier Explained
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Brief Overview of Salesforces Einstein Platform Services Max Frolov https://towardsdatascience.com/einstein-platform-fuel-for-ai-enabled-world-508fbbdb82a5
Einstein Platform: Fuel for AI-enabled World
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Clustering is the process of taking a pile of unsorted stuff (your dataset) and Daniel Shapiro, PhD https://towardsdatascience.com/elbow-clustering-for-artificial-intelligence-be9c641d9cf8
Elbow Clustering for Artificial Intelligence
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My favorite part about my General Assembly experience thus far has been the web scraping Andres Gonzalez https://towardsdatascience.com/elements-of-a-data-scientists-salary-1dc547f6d888
Elements of a Data Scientists Salary
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The newly released Tensorflow hub provides an easy interface to use existing machine learning models for transfer learning. Sometimes, however, its nice to fire up Keras and quickly prototype a model. With a few fixes, its easy to integrate a Jacob Zweig https://towardsdatascience.com/elmo-embeddings-in-keras-with-tensorflow-hub-7eb6f0145440
Elmo Embeddings in Keras with TensorFlow hub
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An introduction to unsupervised learning of word embeddings from Brendan Whitaker https://towardsdatascience.com/emnlp-what-is-glove-part-i-3b6ce6a7f970
[EMNLP] What is GloVe? Part I
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An introduction to unsupervised learning of word embeddings from co-occurrence matrices. Brendan Whitaker https://towardsdatascience.com/emnlp-what-is-glove-part-ii-9e5ad227ee0
[EMNLP] What is GloVe? Part II
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An introduction to unsupervised learning of word embeddings from Brendan Whitaker https://towardsdatascience.com/emnlp-what-is-glove-part-iii-c6090bed114
[EMNLP] What is GloVe? Part III
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An introduction to unsupervised learning of word embeddings from Brendan Whitaker https://towardsdatascience.com/emnlp-what-is-glove-part-iv-e605a4c407c8
[EMNLP] What is GloVe? Part IV
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An introduction to unsupervised learning of word embeddings from co-occurrence matrices. Brendan Whitaker https://towardsdatascience.com/emnlp-what-is-glove-part-v-fa888272c290
[EMNLP] What is GloVe? Part V
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Emoji usage has become a new form of social communication, which is important because it can elvis https://towardsdatascience.com/emoji-prediction-using-time-embeddings-de124d8c8c6e
Emoji Prediction using Time Embeddings
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Interactive Text Mining and Information Retrieval Marco Brambilla https://towardsdatascience.com/enhancing-human-perception-f5e6c82baf44
Enhancing Human Perception with ML, AI, IR and NLP
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Use multiple neural nets to obtain better predictive performance Max Lawnboy https://towardsdatascience.com/ensembling-convnets-using-keras-237d429157eb
Ensembling ConvNets using Keras
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Know your code SAGAR SHARMA https://towardsdatascience.com/epoch-vs-iterations-vs-batch-size-4dfb9c7ce9c9
Epoch vs Batch Size vs Iterations
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Strategies to follow when fixing errors in your algorithm Kritika Jalan https://towardsdatascience.com/error-analysis-to-your-rescue-773b401380ef
Error Analysis to Your Rescue!
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Job of a Footballer and a Data Prasad Patil https://towardsdatascience.com/estimate-the-favorite-scraping-tweets-using-python-863303384e29
Finding the favorite team in 2018 FIFA World Cup through scraping Tweets
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In this episode of Cloud AI Adventures, learn how to train on increasingly complex Yufeng G https://towardsdatascience.com/estimators-revisited-deep-neural-networks-311f38fe1986
Estimators revisited: Deep Neural Networks
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Introduction and glimpse at practice Anuradha Wickramarachchi https://towardsdatascience.com/event-driven-architecture-pattern-b54fc50276cd
Event Driven Architecture Pattern
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How AI works. What you can do with it. And how to get started. Markus Schmitt https://towardsdatascience.com/everything-a-ceo-needs-to-know-about-ai-35048caea84c
Everything A CEO Needs To Know About AI
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A Data Science Study on Influence of Marco Brambilla https://towardsdatascience.com/evolution-of-attention-towards-scientists-and-research-topics-based-on-awards-a2453ebb574
Evolution of Attention towards Scientists and Research Topics
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Since the release of Dreamcast and the modem adapter, game developers have been able to Ben Weber https://towardsdatascience.com/evolution-of-game-analytics-platforms-4b9efcb4a093
The Platform Evolution of Game Analytics
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Due to its potential to improve our lives with abundant possibilities Ved Vasu Sharma https://towardsdatascience.com/evolution-of-kernel-the-backbone-of-squadai-7c605ec64b28
Evolution of Kernel: The backbone of SquadAI
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expectations management Peadar Coyle https://towardsdatascience.com/expectations-management-or-how-i-learned-to-not-be-scared-of-business-speak-8f5b9b8e3d22
Expectations management or how I learned to not be scared of business speak
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Caveat: Some prior knowledge of CNNs is assumed for this post Sahil Singla https://towardsdatascience.com/experiments-with-a-new-kind-of-convolution-dfe603262e4c
Experiments with a new kind of convolution
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Authors: Mouhamadou-Lamine Diop https://towardsdatascience.com/explainable-ai-the-data-scientists-new-challenge-f7cac935a5b4
Explainable AI: The data scientists new challenge
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In my job, I help ordinary people understand complex data. Every once in a while someone is Jasper McChesney https://towardsdatascience.com/explaining-paradoxical-trends-in-data-25ce4b6eec40
Explaining Paradoxical Trends in Data
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This blog post is dedicated to the analysis using data visualization of the Pokemon dataset. The first part will be Akshaj Verma https://towardsdatascience.com/exploratory-analysis-of-pokemons-using-r-8600229346fb
GgPlot Em All | Pokemon
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As I was contemplating what could be the maiden topic I should Prasad Patil https://towardsdatascience.com/exploratory-data-analysis-8fc1cb20fd15
What is Exploratory Data Analysis?
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Extracting meaning from unstructured data is a difficult thing to do. Sometimes, if youre lucky, there are Ben Rudolph https://towardsdatascience.com/exploring-comments-on-reddit-c10ad36dbb8f
Exploring Comments on Reddit
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Facial Recognition systems have become main stream technologies. Recently, both Apple and Saurav Chakravorty https://towardsdatascience.com/facial-recognition-adversarial-attack-analytics-applied-on-wordpress-com-32b7622b8fb1
Facial Recognition & Adversarial Attack
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While modern self-service is working for consumers, IT self-service portals are stuck on the launch pad. However, IT delivering out of this world service to its customers is a mission thats far too important to abort. Instead we Rob Young https://towardsdatascience.com/failure-to-launch-it-we-have-a-self-service-problem-ced1e4f7980
Failure to launch: IT, we have a (self-service) problem!
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95% of statistics are made up. Anthony Carminati https://towardsdatascience.com/fake-news-and-the-responsibility-of-data-scientists-b74d176d7bd1
Fake News and the Responsibility of Data Scientists
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This lesson is part of the lessons offered by DeepSchool.io. We use Deep Learning (Recurrent Neural Sachin Abeywardana https://towardsdatascience.com/fake-news-classifier-e061b339ad6c
Fake News Classifier (using LSTMs)
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Experimenting with software development pipelines in machine Christian Melchiorre https://towardsdatascience.com/fantastic-models-and-how-to-train-them-experimenting-with-software-development-pipelines-in-7051b9d930f7
Fantastic Models and how to Train Them
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In this post, I will demonstrate how to use google colab for fastai. Manikanta Yadunanda https://towardsdatascience.com/fast-ai-lesson-1-on-google-colab-free-gpu-d2af89f53604
Fast.ai Lesson 1 on Google Colab (Free GPU)
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fast.ai is an online platform to learn Deep Learning (DL). It has 14 lectures Srinandaka Yashaswi https://towardsdatascience.com/fast-ai-v2-lesson1-synopsis-tl-dr-4985bba9eea2
What youll learn from fast.ai (V2) Lesson1
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A quick 5-part tutorial on how deep Gal Yona https://towardsdatascience.com/fast-near-duplicate-image-search-using-locality-sensitive-hashing-d4c16058efcb
Fast Near-Duplicate Image Search using Locality Sensitive Hashing
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Getting to solving actual problems Said Aspen https://towardsdatascience.com/fast-track-to-the-other-side-of-the-ai-hype-collapse-d54bb1393091
Fast track to the other side of the AI hype collapse
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Where we look at how one of the best performing embeddings library is Nishan Subedi https://towardsdatascience.com/fasttext-under-the-hood-11efc57b2b3
FastText: Under the Hood
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I had asked on LinkedIn recently about everyones favorite MOOCs in data science. This post started Kristen Kehrer https://towardsdatascience.com/favorite-moocs-for-data-scientists-10b16a950e36
Favorite MOOCs for Data Scientists
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Arguably, the features that enter a supervised learning model are more important than the model Jan Krepl https://towardsdatascience.com/feature-transformers-hidden-gems-917bc1237f90
Feature Transformers: Hidden Gems
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FEDERATED MACHINE LEARNING vibhor nigam https://towardsdatascience.com/federated-machine-learning-c99dd5dec201
FEDERATED MACHINE LEARNING
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Hollywood has made many big promises about artificial intelligence(AI) in the past: how it will destroy us, how Zack Akil https://towardsdatascience.com/fibre-optic-ai-for-my-apartment-wall-99f2efd4c507
Fibre optic neural network
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WordCloud using less than 40 lines of R Code Kritika Jalan https://towardsdatascience.com/find-out-what-celebrities-tweet-about-the-most-6f498d89266b
Find Out What Celebrities Tweet About the Most
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In this article, we will explain how autoencoders can be used for finding similar Anson Wong https://towardsdatascience.com/find-similar-images-using-autoencoders-315f374029ea
Finding Similar Images using Autoencoders
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You may have seen my previous post about what DataScienceGO 2018 is, where its happening Kirill Eremenko https://towardsdatascience.com/finding-big-value-in-small-conferences-d5178295d773
Finding Big Value in Small Conferences
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Today I want to understand the distribution of the characteristics of TED talksare Hannah Yan Han https://towardsdatascience.com/finding-characteristics-of-ted-talks-911879560146
Finding the Characteristics of TED talks
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Hello, in this project I will attempt to find lane lines from a dash cam video feed Percy Jaiswal https://towardsdatascience.com/finding-driving-lane-line-live-with-opencv-f17c266f15db
Finding Driving Lane Line live with OpenCV
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mining ingredients with association rules Hannah Yan Han https://towardsdatascience.com/finding-the-pattern-of-food-a462b3ce5910
Finding the pattern of food
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When the President tweets, how do we know who is really behind the J. Allen-Robertson https://towardsdatascience.com/finding-trump-with-neural-networks-4419468e0624
Finding Trump with Neural Networks
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Its easy to understand that many machine learning problems benefit from either precision Kevin Arvai https://towardsdatascience.com/fine-tuning-a-classifier-in-scikit-learn-66e048c21e65
Fine tuning a classifier in scikit-learn
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This weekend students learnt about the fundamentals that underpin many of the machine Cambridge Spark https://towardsdatascience.com/first-weekend-at-applied-data-science-2017-23c86415c1b8
First weekend at Applied Data Science 2017
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Back with another weird idea which is, as always JC Testud https://towardsdatascience.com/food-ingredient-reverse-engineering-through-gradient-descent-2a8d3880dd81
Food Ingredient Reverse-Engineering Through Gradient Descent
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General Assembly has ended. Projects were presented. Hugs were given. A few months later, Ive been selected to give an Chris Kim https://towardsdatascience.com/forecasting-the-future-272365dcb75d
Forecasting the Future
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On a trip to London last week, we took a trip down Brick lane to see the Daryl Feehely https://towardsdatascience.com/found-this-week-68-db5f4ffaf530
Found This Week #68
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Building a user-friendly app to analyze big data in real time (that is, keeping response times below 60 seconds) is a challenge. In the big data world, youre either doing batch analytics where nobody really cares about Tom Grek https://towardsdatascience.com/four-fails-and-a-win-at-a-big-data-stack-for-realtime-analytics-4f82f651d476
Four fails and a win at a big data stack for realtime analytics
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Fraud Analytics Chief Data Scientist https://towardsdatascience.com/fraud-analytics-technology-can-make-fraud-detection-affordable-b1201ad1e2b4
Fraud analytics: Technology can make fraud detection affordable
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Visualizing and decoding Norman Di Palo https://towardsdatascience.com/from-brain-waves-to-arm-movements-with-deep-learning-an-introduction-3c2a8b535ece
From brain waves to robot movements with deep learning: an introduction.
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How does someone transition from being a Data Analyst to Data Scientist? Ben Stanbury https://towardsdatascience.com/from-data-analyst-to-data-scientist-f67a724ea265
From Data Analyst to Data Scientist
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