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Time series are one of the most common data types encountered in daily life. Stock prices Arnaud Zinflou https://towardsdatascience.com/playing-with-time-series-data-in-python-959e2485bff8
Playing with time series data in python
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NBA teams have gotten smarter about a lot of aspects of the game in recent years, with a prime example being the importance of Tom McKenzie https://towardsdatascience.com/playoff-lebron-40ff6f1630fb
Playoff LeBron
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Building your first poetical chat-bot from Ugo Bertello https://towardsdatascience.com/poetbot-2-a-telegram-chat-bot-for-poem-recommendation-70d1b809761c
PoetBot: a Telegram chat-bot for poem recommendation
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Conventional wisdom says that the age of Trump is the most politically polarized time Akhil Jalan https://towardsdatascience.com/political-partisanship-a-look-at-the-data-e71946199586
Political Partisanship: A look at the data
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On October 1st, 2017, a gunman rained bullets from a hotel room in Las Vegas, killing 59 and injuring 546. It was the deadliest mass shooting in USs recent history. Viet Vu https://towardsdatascience.com/politicizing-mass-shootings-when-we-can-talk-about-gun-control-f196ebee2b0c
Politicizing Mass ShootingsWhen we can talk about Gun Control
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Design for AI 2018 Report, part 1 Chris Butler https://towardsdatascience.com/practicing-ai-teams-dont-know-about-bias-b6e8d8e27c54
Practicing AI teams dont know about bias
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For any service company that bills on a recurring basis, a key variable is the rate of churn. Harvard Susan Li https://towardsdatascience.com/predict-customer-churn-with-r-9e62357d47b4
Predict Customer Churn with R
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Big data can enable companies to identify variables that predict turnover in their own Susan Li https://towardsdatascience.com/predict-employee-turnover-with-python-da4975588aa3
Predict Employee Turnover With Python
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Around this time last year, I was busy rattling away on my keyboard, applying to colleges Priansh Shah https://towardsdatascience.com/predicting-college-acceptance-with-ai-6d8abd702385
Predicting College Acceptance with AI
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Step 2: Feature exploration in Pandas Alex Freeman https://towardsdatascience.com/predicting-dengue-fever-with-python-look-at-the-weather-8945b615301f
Predicting Dengue Fever with Python: Look at the Weather
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Regression, Regularization, Residuals and Feature Selection Alex Freeman https://towardsdatascience.com/predicting-home-prices-in-ames-iowa-3a247e6c9639
Predicting Home Prices in Ames, Iowa
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I recently completed the Data Science Immersive Program at General Assembly, a 12-week training program providing a deep dive into the world of data science, focusing on improving skills to analyze, predict, and convey Kevin Cho https://towardsdatascience.com/predicting-housing-prices-using-advanced-regression-techniques-8dba539f9abe
Predicting Housing Prices using Advanced Regression Techniques
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Predicting the success of Kickstarter campaigns Adebola Lamidi https://towardsdatascience.com/predicting-the-success-of-kickstarter-campaigns-3f4a976419b9
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In this blog-post, I will go through the whole process of creating a machine Niklas Donges https://towardsdatascience.com/predicting-the-survival-of-titanic-passengers-30870ccc7e8
Predicting the Survival of Titanic Passengers
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Applying machine learning to understand Vincent Chen https://towardsdatascience.com/predicting-wealth-in-nyc-53b854c0a8a0
Predicting Wealth in New York City from FourSquare Check-ins
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Think of a situation , you were driving a car on a two lane road, moving forward you want to take a right turn but there is a car in the 2nd lane coming in opposite direction , Now what will you do ? Atul Singh https://towardsdatascience.com/prediction-in-autonomous-vehicle-all-you-need-to-know-d8811795fcdc
PREDICTION in Autonomous Vehicle - All You Need To Know
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Variable Reduction Technique Anuja Nagpal https://towardsdatascience.com/principal-component-analysis-intro-61f236064b38
Principal Component Analysis- Intro
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A gentle introduction to Jonny Brooks-Bartlett https://towardsdatascience.com/probability-concepts-explained-bayesian-inference-for-parameter-estimation-90e8930e5348
Probability concepts explained: Bayesian inference for parameter estimation.
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This is the 2nd post of blog post series Probability & Statistics for Data Science, this post covers these Ankit Rathi https://towardsdatascience.com/probability-for-data-science-9770b26643d0
Probability for Data Science
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A decade ago, software was eating the world. But, right now it looks like artificial intelligence Abhishek Mukherjee https://towardsdatascience.com/product-definition-in-the-age-of-ai-619a417e3415
Product definition in the age of AI
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Over the past year, Ive been getting more and more into data science and machine learning. While doing so, I noticed that I had to perform the same repetitive tasks in IPython and Jupyter notebook every time I wanted to conduct some Travis Kaufman https://towardsdatascience.com/productive-research-with-custom-ipython-extensions-fc7627756370
Productive research with custom IPython extensions
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One of the key challenges Ive faced in my data science career is translating findings from Ben Weber https://towardsdatascience.com/productizing-ml-models-with-dataflow-99a224ce9f19
Productizing ML Models with Dataflow
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Using Markov Chains to Extract Song Similarity Lance Fernando https://towardsdatascience.com/progressions-eb79a573f7f1
Progressions
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New Deep Learning Trend for 2018 Rahul Bhalley https://towardsdatascience.com/progressive-gans-new-training-trend-for-2018-c18cb0190239
PGGAN Creates Realistic Faces
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A simple hack to ensure that Spark doesnt evaluate your Python UDFs Schaun Wheeler https://towardsdatascience.com/pyspark-udfs-and-star-expansion-b50f501dcb7b
PySpark UDFs and star expansion
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If you are an analyst using Python, chances are that your bread and butter consists of Syed Sadat Nazrul https://towardsdatascience.com/python-based-plotting-with-matplotlib-8e1c301e2799
Python based Plotting with Matplotlib
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I previously wrote about how I used Time Series to identify customers in our Kristen Kehrer https://towardsdatascience.com/python-code-for-identifying-seasonal-customers-4bd36dc7fcda
Python Code for Identifying Seasonal Customers
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Python Friday: Challenge #6 Alex Wilson https://towardsdatascience.com/python-data-visualization-tools-bf44c07452d9
Python Data Visualization Tools
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This tutorial goes through steps required to create an Android application using Kivy cross-platform Python framework using Linux Ubuntu distribution. Before starting installing Kivy and getting it up and running Ahmed Gad https://towardsdatascience.com/python-for-android-start-building-kivy-cross-platform-applications-6cf867d44612
Python for Android: Start Building Kivy Cross-Platform Applications
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Mastering the little things in Python Conor Dewey https://towardsdatascience.com/python-for-data-science-8-concepts-you-may-have-forgotten-i-did-825966908393
Python for Data Science: 8 Concepts You May Have Forgotten
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Thoughts and takeaways from the popular online course Conor Dewey https://towardsdatascience.com/python-for-data-science-and-machine-learning-bootcamp-review-48081471a96b
Python for Data Science and Machine Learning Bootcamp Review
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Python has numerous applicationsweb development, desktop GUIs, software development, business applications and scientific/numeric computing. In this series we will be focusing on how to use numeric computing in Python for data science. Rohan Joseph https://towardsdatascience.com/python-for-data-science-part-1-759524eb493b
Python for data science : Part 1
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In Part 1 of the Python for data science series, we looked at the basic in-built functions for numerical computing in Python. In this part, we will be taking a look at the Numpy library. Rohan Joseph https://towardsdatascience.com/python-for-data-science-part-2-373d6473fa40
Python for data science : Part 2
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Expanding Jupyter Notebook Stock Portfolio Analyses with Kevin Boller https://towardsdatascience.com/python-for-finance-dash-by-plotly-ccf84045b8be
Python for Finance: Dash by Plotly
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One common issue I have noticed people are facing (especially in the Engineering world) is the transition from Syed Sadat Nazrul https://towardsdatascience.com/python-for-matlab-users-ac3e0b8463a5
Python for Matlab Users
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Learn how to start analyzing athlete-related John Cothran https://towardsdatascience.com/python-for-sport-scientists-descriptive-statistics-96ed7e66ab3c
Python For Sport Scientists: Descriptive Statistics
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Reflecting on my first Python program William Koehrsen https://towardsdatascience.com/python-is-the-perfect-tool-for-any-problem-f2ba42889a85
Python is the Perfect Tool for any Problem
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You most probably will know by now that data storytelling, accomplished by data visualization, amongst other things, is an essential skill for every data scientist: after you have turned the raw data into understanding Karlijn Willems https://towardsdatascience.com/python-seaborn-cheat-sheet-for-statistical-data-visualization-5428d07d2c9b
Python Seaborn Cheat Sheet For Statistical Data Visualization
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Learn about Python sets: what they are, how to create them, when to use Michael Galarnyk https://towardsdatascience.com/python-sets-and-set-theory-2ace093d1607
Python Sets and Set Theory
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I saw that Fast.ai is shifting on PyTorch, I saw that PyTorch is utmost favourable for research prototyping. So, I decided to implement some research paper in PyTorch. I have already worked on C-DSSM model at Parallel Dots. But there my implementation was in Nishant Nikhil https://towardsdatascience.com/pytorch-first-program-and-walk-through-ceb739134ab9
PyTorch: First program and walk through
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How PyTorch compares to TensorFlow after one month of working with PyTorch. Dominic Monn https://towardsdatascience.com/pytorch-vs-tensorflow-1-month-summary-35d138590f9
PyTorch vs. TensorFlow: 1 month summary
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Most quantitative funds are the new source of dumb money that can be exploited for Michael Harris https://towardsdatascience.com/quantitative-funds-and-the-new-dumb-money-e0d88072dbaf
Quantitative Funds And The New Dumb Money
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Zeros and ones. This is how we imagined computing till now. This is what classical computing is. But a whole new concept Bhavin Jawade https://towardsdatascience.com/quantum-computing-5b715976e61d
Quantum Computing ?/!
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In 2018, quantum technicians and daring developers are using quantum algorithms to transform Jason Roell https://towardsdatascience.com/quantum-computing-and-ai-tie-the-knot-d4440267451b
Quantum Computing and AI Tie the Knot
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An international team of scientists presents a thorough review on quantum machine learning, its current status and future prospects. The reports contrasts machine learning using classical and quantum resources, identifying opportunities that quantum computing brings to this field. Pranavathiyani G https://towardsdatascience.com/quantum-machine-learning-90628c5804fe
Quantum Machine Learning
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Building a disconnected machine learning model offline using a fixed data set as input has been made quite easy nowadays (Think Kaggle). There are so many variety of tools Shengyu Chen https://towardsdatascience.com/quest-to-understand-machine-learning-in-production-notes-part-i-c9364eb4616
Quest to understand Machine Learning in Production & Notes Part I
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Pandas is an open source python library that is built on top of NumPy. It allows you do Ehi Aigiomawu https://towardsdatascience.com/quick-dive-into-pandas-for-data-science-cc1c1a80d9c4
Quick dive into Pandas for Data Science
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A team at Google set out to make the game of pictionary more interesting, and ended up with the worlds largest doodling dataset, and a powerful machine learning model to boot. How did they do it? Yufeng G https://towardsdatascience.com/quick-draw-the-worlds-largest-doodle-dataset-823c22ffce6b
Quick Draw: the worlds largest doodle dataset
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Its a concise way of doing linear algebra and optimization that can take advantage of multiple backends. It also comes with a bunch of precanned algorithms developed by Marcin Tustin https://towardsdatascience.com/quick-notes-on-strata-2017-nyc-9c92679fbed4
Quick notes on Strata 2017 NYC
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When you think of it, many functions in R make use of formulas: packages such as ggplot2, stats Karlijn Willems https://towardsdatascience.com/r-formula-tutorial-for-beginners-1a6d88e2d0bb
R Formula Tutorial For Beginner
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Paradigm shifting theory of statistical physics is used to generate mediocre piano Tomek Ro https://towardsdatascience.com/random-blues-bc011cd1d53f
Random Blues
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Random Forests are one of the most used techniques in machine learning. They are fast in computation, can be computed in Martin Schmitz, PhD https://towardsdatascience.com/random-forest-encoder-e7c8b5b9278e
Random Forest Encoder
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A Practical End-to-End Machine Learning Example William Koehrsen https://towardsdatascience.com/random-forest-in-python-24d0893d51c0
Random Forest in Python
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Selecting the right machine learning algorithm for your application is one of the many challenges of Blake Lawrence https://towardsdatascience.com/random-forest-mystery-revealed-69ca18b82ff5
Random ForestMystery Revealed
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We describe how using Tirthajyoti Sarkar https://towardsdatascience.com/random-regression-and-classification-problem-generation-with-symbolic-expression-a4e190e37b8d
Random regression and classification problem generation with symbolic expression
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An overview of RecSys 2017 Daniel Kershaw https://towardsdatascience.com/recsys-2017-2d0879351097
Recsys 2017
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Neural networks are a class of machine learning algorithms modeled after the Karthik Tsaliki https://towardsdatascience.com/recurrent-neural-networks-6b67535550ca
Constructing your own Recurrent Neural Network
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Hello reader, Megha Mishra https://towardsdatascience.com/regularization-an-important-concept-in-machine-learning-5891628907ea
REGULARIZATION: An important concept in Machine Learning
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One of the major aspects of training your machine learning model is avoiding overfitting. The model Prashant Gupta https://towardsdatascience.com/regularization-in-machine-learning-76441ddcf99a
Regularization in Machine Learning
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We humans learn many things from our day to day activities. We observe our environment, take some actions and see Naveen Mysore https://towardsdatascience.com/reinforcement-learning-79ffd92886a7
Reinforcement learning .
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Disclaimer: This is a work in progress project there may be errors! Francesco Zuppichini https://towardsdatascience.com/reinforcement-learning-cheat-sheet-2f9453df7651
Reinforcement Learning Cheat Sheet
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I have been working on Reinforcement Learning for the past few months and all I can say about it Dominic Monn https://towardsdatascience.com/reinforcement-learning-the-quirks-44b0e315fed2
Reinforcement Learning: The quirks
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Hi everyone! Sergey Malchevskiy https://towardsdatascience.com/renko-brick-size-optimization-34d64400f60e
Renko brick size optimization
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Review and some personal experiences in taking Andrew Ngs Thomas Treml https://towardsdatascience.com/review-of-deeplearning-ai-courses-aed1328e4ffe
Review of Deeplearning.ai Courses
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Machine learning has huge potential for the future of humanitybut it wont solve Vyacheslav Polonski, PhD https://towardsdatascience.com/risks-of-ai-solutionism-dangers-of-machine-learning-and-artificial-intelligence-in-politics-and-government-728b7577a243
AI Solutionism
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Here be dragons Chris Butler https://towardsdatascience.com/robots-are-wrong-too-confusion-mapping-for-the-worst-case-2e01b7e19936
Robots Are Wrong TooConfusion Mapping for the Worst Case
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Differentiable Neural Computer Francesco Cicala https://towardsdatascience.com/rps-intro-to-differentiable-neural-computers-e6640b5aa73a
Differentiable Neural Computers: An Overview
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As Data Scientists, we work in a young fieldwe should strive to learn from the best Robert de Graaf https://towardsdatascience.com/rules-to-guide-your-data-science-strategy-cf4a4eff0e4d
Rules To Guide Your Data Science Strategy
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Random Forests and other ensemble methods are excellent models for some data science tasks, particularly some classification tasks. They dont require as much preprocessing as some other methods and can take Chaim Gluck https://towardsdatascience.com/running-random-forests-inspect-the-feature-importances-with-this-code-2b00dd72b92e
Running Random Forests? Inspect the feature importances with this code.
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Co-Author: David Kes Stephen Hsu https://towardsdatascience.com/russian-fake-tweets-visualized-6f73f767695
Russian Fake Tweets Visualized
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Rust is a systems programming language focusing on safety, speed, and concurrency. It accomplishes these goals by being memory safe without using Garbage Collection. Vihar Kurama https://towardsdatascience.com/rust-off-the-grid-introduction-to-rust-programming-language-58df4f2a5664
Rust off the grid: Introduction to Rust Programming Language.
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From retail to manufacturing, images taken from space can provide useful information about markets. However, before machine analysis can produce insights for you, you may have to address a few technical challenges. Mike Alatortsev https://towardsdatascience.com/satellite-image-data-challenges-and-opportunities-43c41b457692
Satellite image data: challenges and opportunities
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Developing a simple web application with scalability in mind Anuradha Wickramarachchi https://towardsdatascience.com/scalable-web-development-d57a46a7f349
Scalable Web Development
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Note: This isnt intended to be a hyper-technical blog. However, if youre a guy or gal whos Adam Flugel https://towardsdatascience.com/scraping-and-models-and-games-oh-my-8c6c5d4a7204
Scraping and Models and Games, Oh My!
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When we visually perceive the world, we may get a large amount of data. If you take a picture with a modern camera it is > 4 Million pixels and several megabytes of data. Eugenio Culurciello https://towardsdatascience.com/segmenting-localizing-and-counting-object-instances-in-an-image-878805fef7fc
Segmenting, localizing and counting object instances in an image
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Heres this weeks lineup of data-driven articles, stories, and resources delivered faithfully Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-10-77019fb85499
Self Driven Data ScienceIssue #10
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Heres this weeks lineup of data-driven articles, stories, and resources delivered faithfully Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-13-1ea530b0b0be
Self Driven Data ScienceIssue #13
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Weekly lineup of data-driven articles, stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-14-9c697dd9071c
Self Driven Data ScienceIssue #14
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Weekly lineup of data-driven articles, stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-15-b278a992e137
Self Driven Data ScienceIssue #15
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Weekly lineup of data-driven articles, stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-16-d6947290d02
Self Driven Data ScienceIssue #16
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Weekly lineup of data-driven articles, stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-17-ca2b35768401
Self Driven Data ScienceIssue #17
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Weekly lineup of data-driven articles, stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-18-bff9ff3255cf
Self Driven Data ScienceIssue #18
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Weekly lineup of data-driven articles, stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-19-a4d07ca637c0
Self Driven Data ScienceIssue #19
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Weekly lineup of data-driven articles, stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-20-f5dd748c4c44
Self Driven Data ScienceIssue #20
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Weekly lineup of data-driven articles, stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-21-146bebcbe311
Self Driven Data ScienceIssue #21
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Weekly lineup of data-driven articles stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-22-106315fd4523
Self Driven Data ScienceIssue #22
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Weekly lineup of data-driven articles stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-23-755c0339a267
Self Driven Data ScienceIssue #23
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Weekly lineup of data-driven articles stories, and resources Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-24-fdc7e289015a
Self Driven Data ScienceIssue #24
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Heres this weeks lineup of data-driven articles, stories, and resources delivered faithfully to Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-8-fd72b99ad9f2
Self Driven Data ScienceIssue #8
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Heres this weeks lineup of data-driven articles, stories, and resources delivered faithfully to Conor Dewey https://towardsdatascience.com/self-driven-data-science-issue-9-2df626cd7440
Self Driven Data ScienceIssue #9
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Recently, I learned about SOMs while applying for an internship. I thought I should share it with everyone since it is a very useful technique for clustering analysis, and exploring data. Also, well discuss why its probably not the most popular technique for the same. Okay, lets do this. Abhinav Ralhan https://towardsdatascience.com/self-organizing-maps-ff5853a118d4
Self Organizing Maps
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We had just completed the most ambitious phase of a massive data collection and analysis project. One of our key project sponsors had a critical Jonathan Sol rzano-Hamilton https://towardsdatascience.com/selling-analytics-to-your-stakeholders-3e516cd6cc2b
Selling Analytics to your Stakeholders
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A tutorial on generating MNIST digits via semi-supervised learning Raghav Mehta https://towardsdatascience.com/semi-supervised-learning-and-gans-f23bbf4ac683
Semi-Supervised Learning and GANs
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When we hear about Convolutional Neural Network (CNNs), we typically think of Computer Vision. CNNs were responsible for major breakthroughs in Image Classification and are the core of most Computer Vision systems today, from Rajat https://towardsdatascience.com/sentence-classification-using-cnn-with-deep-learning-studio-fe54eb53e24
Sentence Classification using CNN with Deep Learning Studio
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Build your own model in less than 50 lines of code Rohith Gandhi https://towardsdatascience.com/sentiment-analysis-through-lstms-3d6f9506805c
Sentiment Analysis through LSTMs
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One of the tools Im deeply interested but havent had many chances to explore is Apache Spark. Most of The Rickest Ricky https://towardsdatascience.com/sentiment-analysis-with-pyspark-bc8e83f80c35
Sentiment Analysis with PySpark
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Artificial intelligence requires data. Ideally that data should be clean, trustworthy and above all, accurate. Unfortunately, medical data is far from it. In fact medical data is sometimes so far removed from being clean, its Hugh Harvey https://towardsdatascience.com/separating-the-art-of-medicine-from-artificial-intelligence-6582f86ea244
Separating the Art of Medicine from Artificial Intelligence
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Real-time Intelligence Greg Filla https://towardsdatascience.com/september-7-and-8-2017-marked-the-first-ever-risecamp-at-uc-berkeley-499df29267af
Berkeley RISECamp: Deploying Deep Distributed AI at Scale
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Sequence to Sequence Learning Pranoy Radhakrishnan https://towardsdatascience.com/sequence-to-sequence-learning-e0709eb9482d
Sequence to Sequence Learning
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This is one of the most powerful concepts in deep learning that started off in translation but has since moved on to question answering systems (Siri, Cortana etc.), audio transcribing etc. As the name suggests its useful for converting from one sequence to another. Sachin Abeywardana https://towardsdatascience.com/sequence-to-sequence-tutorial-4fde3ee798d8
Sequence to sequence tutorial
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