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Step-by-step example how to build a reasonable Scala library to Kirill Panarin https://towardsdatascience.com/serving-tensorflow-model-in-scala-6caeadbb2d55
Serving TensorFlow model in Scala
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Learn about the various options you have to setup a data science environment with Python, R, Git, and Unix Shell on your local computer. Michael Galarnyk https://towardsdatascience.com/setup-a-data-science-environment-on-your-personal-computer-6ce931113914
Setup a Data Science Environment on your Personal Computer
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Machine Learning and Artificial Intelligence have been buzzing for a couple of Nabeel Abdul Latheef https://towardsdatascience.com/shaping-up-e-commerce-with-machine-learning-d64fa7b2e546
Shaping up E-Commerce with Machine Learning
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AWS recently announced SageMaker, which helps you do everything from building models from scratch to Zak Jost https://towardsdatascience.com/sharing-your-sagemaker-model-eaa6c5d9ecb5
Sharing Your SageMaker Model
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In part 1 Shift left: empowerment as-a-service, we looked at the ability of shift left to bring IT services closer to employees via lower touch, lower cost delivery channels. Deciding to implement shift left is only Rob Young https://towardsdatascience.com/shift-left-empowerment-as-a-service-part-2-ai-driven-automation-2403a15648a4
Shift left: empowerment as-a-service part 2 AI-driven automation
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Use a marketer approach for better results Tricia Aanderud https://towardsdatascience.com/should-data-stories-inform-or-persuade-2753330f3f37
Should Data Stories Inform or Persuade?
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The Concierge vs. the Wizard of Oz MVP Chris Butler https://towardsdatascience.com/should-your-customers-be-conned-by-a-human-or-ai-6a87fbecdefe
Should your customers be conned by a human or AI?
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Introduction Rohith Gandhi https://towardsdatascience.com/siamese-network-triplet-loss-b4ca82c1aec8
Siamese Network & Triplet Loss
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When I found out about FATAs illness during ESL One Genting, it was the middle of the Elvan Aydemir https://towardsdatascience.com/simulating-ti-qualifications-through-dpc-c994aa780cca
Simulating TI Qualifications Through DPC
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Tired of trying to meet with someone and never find a date or time? Me too. Favio V zquez https://towardsdatascience.com/skejul-meetings-with-deep-learning-5efab285b111
Skejul meetings with Deep Learning
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Lets talk about bit packing, deduplication and many more Maxim Zaks https://towardsdatascience.com/smart-way-of-storing-data-d22dd5077340
Smart way of storing data
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Attention: I would like to point out that I come to this topic as a practitioner of machine Sebastian Kwiatkowski https://towardsdatascience.com/smells-like-machine-learning-progress-611a2851acec
Smells Like Machine Learning Progress
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The Mark of Great Data Scientist is perhaps implementing ML Venkat Raman https://towardsdatascience.com/so-how-many-ml-models-you-have-not-built-e692f549b163
So, How Many ML Models You Have NOT Built?
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This is the third post in a series of three looking at how technology is shaping our social connections. The first post tried to convince you that our online and offline social networks are incredibly important. The second Jimmy Tidey https://towardsdatascience.com/social-network-data-twitter-vs-fb-vs-google-vs-everyone-else-830ea0291c86
Social network data: Twitter vs FB vs Google vs everyone else
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Layered Architecture Anuradha Wickramarachchi https://towardsdatascience.com/software-architecture-patterns-98043af8028
Software Architecture Patterns
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Prove your genius the lazy way. Kasper Fredenslund https://towardsdatascience.com/solving-only-1-can-answer-this-problems-with-machine-learning-e016594c5cbd
Solving only 1% can answer this Problems With Machine Learning
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The multi-armed bandit problem is a classic reinforcement learning example where we are Anson Wong https://towardsdatascience.com/solving-the-multi-armed-bandit-problem-b72de40db97c
Solving the Multi-Armed Bandit Problem
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Some useful advice and Q/A for machine Tirthajyoti Sarkar https://towardsdatascience.com/some-useful-advice-and-q-a-for-machine-learning-data-science-starters-part-i-54f8abd531d5
Essential beginners' Q/A for machine learning/data science
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Project by Mohamed Nasreldin, Stephen Ma, Eric Dailey, Phuc Dang Mohamed Nasreldin https://towardsdatascience.com/song-popularity-predictor-1ef69735e380
Song Popularity Predictor
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My experiences in the Wild Tricia Aanderud https://towardsdatascience.com/sorry-folks-excel-is-not-an-enterprise-reporting-solution-af6da19d2b81
Sorry Folks! Excel is Not an Enterprise Reporting Solution
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We all face the problem of spams in our inboxes. Lets build a spam classifier program in Tejan Karmali https://towardsdatascience.com/spam-classifier-in-python-from-scratch-27a98ddd8e73
Spam Classifier in Python from scratch
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I still remember my first day in machine learning class. The first example which was Natasha Sharma https://towardsdatascience.com/spam-detection-with-logistic-regression-23e3709e522
Spam Detection with Logistic Regression
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The big picture of what Spark +AI Summit was all about came from the master of big picture painting - Marc Andreessen. His firm Sergey Zelvenskiy https://towardsdatascience.com/spark-ai-summit-2018-overview-7c5a8d7be296
Spark + AI Summit 2018Overview
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Clustering is one of the most widely used techniques for exploratory data analysis. Its goal is to Amine Aoullay https://towardsdatascience.com/spectral-clustering-for-beginners-d08b7d25b4d8
Spectral Clustering for beginners
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The majority of Raspberry Pi speech-to-text examples shared online seem to rely on various Mike Alatortsev https://towardsdatascience.com/speech-recognition-on-raspberry-pi-3-b-8351c418dc25
Speech recognition on Raspberry Pi 3 B
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MLaaS Part 2: Speaker on the wall, whos got the best voice of them all? Sebastian Kwiatkowski https://towardsdatascience.com/speech-synthesis-as-a-service-5c65d17e62f4
Speech Synthesis as a Service
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Broadcasting makes it possible to vectorize Marko Cotra https://towardsdatascience.com/speed-up-your-python-code-with-broadcasting-and-pytorch-64fbd31b359
Speed Up Your Python Code With Broadcasting and PyTorch
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An overview of methods to speed up training of convolutional neural networks without Alex Burlacu https://towardsdatascience.com/speeding-up-convolutional-neural-networks-240beac5e30f
Speeding up Convolutional Neural Networks
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DIY with Examples and Sample Code Vijini Mallawaarachchi https://towardsdatascience.com/sql-cheat-sheet-for-interviews-6e5981fa797b
SQL Recap for Interviews
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This series focuses on the most frequent data science and analytical problems in the real-world, and aims at solving them with SQL. Sejal Vaidya https://towardsdatascience.com/sql-in-a-nutshell-part-1-basic-real-world-scenarios-33a25ba8d220
SQL in a Nutshell: Part 1Basic Real-World Scenarios
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A guide for those in business, marketing or strategy roles in tech. Will Lawrence https://towardsdatascience.com/sql-the-one-technical-skill-all-non-technicals-need-to-know-843db07d9bc8
SQL: The one technical skill all non-technicals need to know
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Setting a new state of the art on ImageNet Paul-Louis Pr ve https://towardsdatascience.com/squeeze-and-excitation-networks-9ef5e71eacd7
Squeeze-and-Excitation Networks
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I spoke in a Webinar this past Saturday about how to get into Data Science. One of the questions asked Kristen Kehrer https://towardsdatascience.com/starting-a-data-science-project-993256c41b77
Starting a Data Science Project
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Last week we discussed the burgeoning growth of AI systems. We saw several examples of how those systems are impacting our lives more and more. I made the case that we ought to focus more on reliability when making architecture choices. After all, peoples lives James Bowen https://towardsdatascience.com/starting-out-with-haskell-tensor-flow-49ec8aa7697f
Starting out with Haskell Tensor Flow
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For a person being from a non-statistical background the most confusing aspect of vibhor nigam https://towardsdatascience.com/statistical-tests-when-to-use-which-704557554740
Statistical TestsWhen to use Which ?
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In this story, we will learn some image processing concepts and how to hide an Kelvin Salton do Prado https://towardsdatascience.com/steganography-hiding-an-image-inside-another-77ca66b2acb1
Steganography: Hiding an image inside another
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How to use simple Python libraries and Tirthajyoti Sarkar https://towardsdatascience.com/step-by-step-guide-to-build-your-own-mini-imdb-database-fc39af27d21b
Step-by-step guide to build your own mini IMDB database
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This is part 2 of my series on optimization algorithms used for training neural Vitaly Bushaev https://towardsdatascience.com/stochastic-gradient-descent-with-momentum-a84097641a5d
Stochastic Gradient Descent with momentum
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Exploring financial data with object-oriented programming and additive models William Koehrsen https://towardsdatascience.com/stock-analysis-in-python-a0054e2c1a4c
Stock Analysis in Python
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Make (and lose) fake fortunes while learning real Python William Koehrsen https://towardsdatascience.com/stock-prediction-in-python-b66555171a2
Stock Prediction in Python
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There is a really big problem today using machine Aaron Edell https://towardsdatascience.com/stop-running-face-recognition-until-youve-read-this-92d6b94f0fa1
Stop running face recognition until youve read this
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One of the key ways military strategy has been taught in the US is according to the formula Strategy = ends Robert de Graaf https://towardsdatascience.com/strategy-for-data-scientists-e35aebe38461
Strategy for Data Scientists
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My Search for a Deep Learning Principia Utkarsh Saxena https://towardsdatascience.com/strongly-typed-recurrent-neural-networks-f84772696a86
Strongly-Typed Recurrent Neural Networks
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Completing a machine learning project Jan Zawadzki https://towardsdatascience.com/structuring-your-machine-learning-project-course-summary-in-1-picture-and-22-nuggets-of-wisdom-95b051a6c9dd
22 nuggets of wisdom to structure your machine learning project
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A lot of our lives, both our working lives and our personal lives, are spent doing repetitive, uncreative tasks. Many of these tasks are enjoyable: they include hobbies like gardening or baking that we enjoy for hard-to-articulate reasons. But, they also include things we Seth Weidman https://towardsdatascience.com/sudoku-and-doing-your-best-work-44b9f906e9f9
Sudoku and Doing Your Best Work
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Hi folks, I hope you all are doing well. In todays edition we will try to understand in short about Goodness of fit. This blog consist of basic understanding regarding the topic along with it the way to evaluate a model. So all the folks who are really keen about knowing this Madhav Mishra https://towardsdatascience.com/summarizing-goodness-of-fit-6b11395c769a
Summarizing Goodness Of Fit
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Its May 2015, and rescue teams are working to rebuild Nepal following the April Gabriel Tseng https://towardsdatascience.com/summarizing-tweets-in-a-disaster-part-ii-67db021d378d
Summarizing Tweets in a Disaster (part II)
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Last year was very intense for the cTuning foundation and dividitiwe continued working closely with AI, ML and systems communities to automate experimentation while improving reproducibility and reusability of Grigori Fursin https://towardsdatascience.com/summary-of-2017-activities-related-to-open-and-reproducible-research-e2033946207b
Summary of 2017 activities related to open and reproducible research
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Why Artificial Intelligence and Machine Learning ? Vihar Kurama https://towardsdatascience.com/supervised-learning-with-python-cf2c1ae543c1
Supervised Learning with Python
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Understanding the differences between the two main types of Devin Soni https://towardsdatascience.com/supervised-vs-unsupervised-learning-14f68e32ea8d
Supervised vs. Unsupervised Learning
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There are multiple ways to classify data with machine learning. You could run a logistic regression, use decision trees, or build a neural network to accomplish the task. In 1963, Vladimir Vapnik and Alexey Chervonenkis developed another classification Aakash Tandel https://towardsdatascience.com/support-vector-machines-a-brief-overview-37e018ae310f
Support Vector MachinesA Brief Overview
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Comparison with logistic regression and hinge loss Ravindra Kompella https://towardsdatascience.com/support-vector-machines-intuitive-understanding-part-1-3fb049df4ba1
Support vector machines ( intuitive understanding )Part#1
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Symbolic regression and genetic programming are nowhere close to being mainstream Jan Krepl https://towardsdatascience.com/symbolic-regression-and-genetic-programming-8aed39e7f030
Symbolic Regression and Genetic Programming
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Stop trying to put all knowledge in your head. Your brain is a terrible storage medium for information. Put it where it belongs: in the software. And learn how to use it. Jurgen Appelo https://towardsdatascience.com/taxi-to-funkhaus-2dfee80f9427
Taxi to Funkhaus
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This is the first project of Term 3 of the Udacity Self-Driving Car Engineer Eddie Forson https://towardsdatascience.com/teaching-cars-to-drive-highway-path-planning-109c49f9f86c
Teaching Cars To DriveHighway Path Planning
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Recently, my thinking has circulated around what feel like some of Machine Learnings biggest meta-conversations: the potential and limitations of learning a generally intelligent actor, the nuance and genuine normative challenge of Cody Marie Wild https://towardsdatascience.com/tell-me-a-story-thoughts-on-model-interpretability-37a03ed41440
Tell Me a Story: Thoughts on Model Interpretability
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Everything you need to know SAGAR SHARMA https://towardsdatascience.com/tensorflow-1-9-has-arrived-1e6e9171ce5e
TensorFlow 1.9 has Arrived!
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By Priya Dwivedi, Data Scientist @ SpringML SpringML https://towardsdatascience.com/tensorflow-for-manufacturing-quality-control-bc1bc6740558
Tensorflow for Manufacturing Quality Control
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Deep learning can solve many interesting problems that seems impossible for human, but this Keshav Aggarwal https://towardsdatascience.com/tensorflow-image-augmentation-on-gpu-bf0eaac4c967
Tensorflow Image: Augmentation on GPU
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On CPU with Inception-v3(In seconds) SAGAR SHARMA https://towardsdatascience.com/tensorflow-image-recognition-python-api-e35f7d412a70
TensorFlow Image Recognition Python API Tutorial
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TensorFlow is a library which can be applied to all the machine learning algorithms especially Nidhin Mahesh https://towardsdatascience.com/tensorflow-no-idea-where-to-begin-b7b981d7321e
TensorFlow : No idea where to begin?
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This week I sat down with my fellow Developer Advocate and all-around awesome person Sara Yufeng G https://towardsdatascience.com/tensorflow-object-detection-in-action-4aca394d51b1
TensorFlow Object Detection in Action
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What do we get with it? SAGAR SHARMA https://towardsdatascience.com/tensorflow-on-mobile-tensorflow-lite-a5303eef77eb
TensorFlow on Mobile: TensorFlow Lite
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On Android and iOS SAGAR SHARMA https://towardsdatascience.com/tensorflow-on-mobile-tutorial-1-744703297267
TensorFlow on Mobile: Tutorial
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In previous articles we analyzed objects in images using TensorFlow Object Detection API applying different types of models. (Article 1, Article 2) Nicolas Bortolotti https://towardsdatascience.com/tensorflow-photo-x-ray-object-detection-with-app-engine-7de9dd8f63f5
TensorFlow Photo x-Ray Object Detection with App Engine
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Quick Note: I will not be predicting the stock price of Tesla. But I will try. Dale Wahl https://towardsdatascience.com/tesla-stock-price-prediction-f16a702f67d7
Tesla: Stock Price Prediction
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After graduating from General Assemblys Data Science Immersive Course, Im proud to announce that Ive started a new position as a Data Scientist for the Mayors Office of Budget and Innovation with the City Of Los Angeles. Im a few weeks into the position, and Im focused on improving LAs city services using Brendan Bailey https://towardsdatascience.com/test-me-87e2ad9a9262
Test Me
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Ive spent the last 6 years of my life heavily involved in testing. Whether it was the performance of an Kristen Kehrer https://towardsdatascience.com/testing-to-learn-part-1-16a7968d2ba3
Using Hypothesis Tests to Learn
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The 2018 Conference on Computer Vision and Pattern Recognition (CVPR) took place last week in George Seif https://towardsdatascience.com/the-10-coolest-papers-from-cvpr-2018-11cb48585a49
The 10 coolest papers from CVPR 2018
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I have been actively focussing on specialising Deep Learning for the last 2 years. My personal interest towards Deep learning started around 2015 when Google open sourced Tensorflow .Tried quickly couple of examples from the Tensorflow documentation and left with Vishnu Subramanian https://towardsdatascience.com/the-3-popular-courses-for-deeplearning-ai-ac37d4433bd
The 3 popular courses on DeepLearning
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Avoiding these common mistakes wont get you hired. But not avoiding them guarantees your application a one-way ticket to the no pile. Jeremie Harris https://towardsdatascience.com/the-4-fastest-ways-not-to-get-hired-as-a-data-scientist-565b42bd011e
The 4 fastest ways not to get hired as a data scientist
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The First in a Series on Deep Learning for Seth Weidman https://towardsdatascience.com/the-5-deep-learning-breakthroughs-you-should-know-about-df27674ccdf2
The 4 Deep Learning Breakthroughs You Should Know About
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tldr: The A[?] Bug affecting iPhone users may have been a Nick Locascio https://towardsdatascience.com/the-a-iphone-bug-spread-like-a-virus-8731f447b959
The A [?] iPhone Bug Spread Like a Virus
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How Algorithms are going to change the Payments Industry Dwayne Gefferie https://towardsdatascience.com/the-algorithmization-of-payments-how-algorithms-are-going-to-change-the-payments-industry-5dd3f266d4c3
The Algorithmization of Payments
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There are a few technologies today that I think are going to massively reshape the Shanif Dhanani https://towardsdatascience.com/the-amazing-impact-of-reinforcement-learning-7a98ff553ac5
The Amazing Impact of Reinforcement Learning
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Strategies for Effective Data Visualization DipanjanDJ) Sarkar https://towardsdatascience.com/the-art-of-effective-visualization-of-multi-dimensional-data-6c7202990c57
The Art of Effective Visualization of Multi-dimensional Data
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A beginners account of getting into comfort zone of learning Aparna C Shastry https://towardsdatascience.com/the-art-of-learning-data-science-65b9f703f932
The Art of Learning Data Science
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With all the excitement surrounding data and machine learning its easy to forget just how Sean McClure https://towardsdatascience.com/the-art-of-making-intelligent-machines-e024e2d170d6
The Art of Making Intelligent Machines
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When we think about datasets, we naturally think in row based form, where row is an entry and Maxim Zaks https://towardsdatascience.com/the-beauty-of-column-oriented-data-2945c0c9f560
The beauty of column-oriented data
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Every neural network has to train its weights and biases to Chi-Feng Wang https://towardsdatascience.com/the-beginners-guide-to-gradient-descent-c23534f808fd
The Beginner's Guide to Gradient Descent
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Putting Pen to Paper Vega Intelligent Solutions https://towardsdatascience.com/the-beginning-of-something-great-the-vega-intelligent-design-5e43c1512a6d
The Beginning of Something Great: The Vega Intelligent Design
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A year ago, I dropped out of grad school to co-found a startup with my brother. Our goal was simple enough: fix the data science talent shortage. Jeremie Harris https://towardsdatascience.com/the-best-data-scientists-arent-being-discovered-22deff8ec002
The best data scientists arent being discovered.
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Imitating Donald Trumps Style Using Recurrent Neural Networks Leon Zhou https://towardsdatascience.com/the-best-words-cf6fc2333c31
The Best Words
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Determining the Business Demand for Data, Information and Analytics Dwayne Gefferie https://towardsdatascience.com/the-big-bang-of-data-6dce91ff12cf
The Big Bang of Data
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50+ interviews worth of comprehensive data science resources Conor Dewey https://towardsdatascience.com/the-big-list-of-ds-ml-interview-resources-2db4f651bd63
The Big List of DS/ML Interview Resources
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The title speaks volumes on the issue of fitting of models in machine learning. Man Raghu Raj Rai https://towardsdatascience.com/the-capricious-models-of-machine-learning-23cd2f36dbbe
The Capricious Models of Machine Learning
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The rise of artificial intelligence is grounded in the success of deep learning Susan Li https://towardsdatascience.com/the-complete-guide-on-learning-deep-learning-72cabb30d721
The Complete Guide on Learning Deep Learning
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From National Chicken Wings Day to National Dress Up Your Pet Day to National Hannah Yan Han https://towardsdatascience.com/the-complete-guide-to-superfluous-holidays-7be26f0a86db
The Complete Guide to Superfluous Holidays
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Unless you are living under a rock, you would have come across plethora of articles convincing you that the AI revolution has come and it is here to stay. While we try to understand some of the theory behind the claims made, there would be many more Santosh GSK https://towardsdatascience.com/the-current-trends-in-artificial-intelligence-198a80e820c5
The current trends in Artificial Intelligence
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We are used to jumping to conclusions really fast, without analyzing all sides. As such, when trying to understand the world, intuition frequently fails. Here I Favio V zquez https://towardsdatascience.com/the-curse-of-intuition-in-data-science-552bc28c55e5
The curse of intuition in Data Science
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Healthcare is notorious for its lack of adopted data formats. The one exception is the Leonard D'Avolio PhD https://towardsdatascience.com/the-dangers-of-claims-based-on-claims-142fd2c9f7cd
The Dangers of Claims Based on Claims
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Emojis and data are two of my favorite things and I have been itching to combine them in a Christine Quan https://towardsdatascience.com/the-data-files-twitter-emoji-analysis-987093f9c1ee
Twitter Emoji Analysis: An Airbnb Story
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Whats the difference between Machine Learning, Artificial Intelligence, Deep Learning, and Data Ofer Egozi https://towardsdatascience.com/the-data-product-scientist-manager-469cc1d21f9
The Data-Product-Scientist-Manager
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Both in demand and well paid, it looks ideal for both students on the hunt for job security and workers seeking better pay. Advice to acquire data science Kirill Eremenko https://towardsdatascience.com/the-data-science-gap-5cc4e0d19ee3
The Data Science Gap
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Ever struggle to recall what Adam, ReLU or YOLO mean? Look no further and check out every term you need to master Deep Learning. Jan Zawadzki https://towardsdatascience.com/the-deep-learning-ai-dictionary-ade421df39e4
The Deep Learning(.ai) Dictionary
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A glimpse into the world of informative graphical beauties Aman Saxena https://towardsdatascience.com/the-design-of-statistical-graphics-5265485e9bb5
The Design of Statistical Graphics
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Its fair to say that a lot of us are singing along with todays largest Latin and Reggaeton Bo Plantinga https://towardsdatascience.com/the-diffusion-of-latin-and-reggaeton-69113f9929dd
The diffusion of Latin and Reggaeton
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When it comes to conveying information to your audience, charts are a simple and effective way to Payman Taei https://towardsdatascience.com/the-dos-and-don-ts-of-chart-making-13c629456027
The Dos and Donts of Chart Making
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In the era of digital transformation, AI will deliver change in all type organizations Felipe Sanchez https://towardsdatascience.com/the-drivers-of-ai-business-transformation-941c5c4bc685
The drivers of AI Business Transformation
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A simple 3-step system for Data Scientists to leave an impression Conor Dewey https://towardsdatascience.com/the-edge-you-need-at-your-next-interview-c8cb0ab53da
The Edge You Need at Your Next Interview
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