- Top Stories, Dec 13-19: Write Clean Python Code Using Pipes - Dec 20, 2021.
Also: 5 Key Skills Needed To Become a Great Data Scientist; A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment; The 5 Characteristics of a Successful Data Scientist; Top Resources for Learning Statistics for Data Science
Top stories
- Top 2021 Stories: We Don’t Need Data Scientists, We Need Data Engineers; A Guide On How To Become A Data Scientist (Step By Step Approach); How I Tripled My Income With Data Science in 18 Months - Dec 16, 2021.
Most viewed KDnuggets stories in 2021 focused on Data Scientists vs Data Engineers; How to become a Data Scientist; Increase income with Data Science; Stunning visualizations using python; and more.
Top stories
- Top November Stories: Why Machine Learning Engineers are Replacing Data Scientists; 19 Data Science Project Ideas for Beginners - Dec 14, 2021.
Also: Data Scientist Career Path from Novice to First Job; Design Patterns for Machine Learning Pipelines
Top stories
- Top Stories, Dec 6-12: Building a solid data team - Dec 13, 2021.
Also: 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; How to Get Certified as a Data Scientist; A $9B AI Failure, Examined; AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022
Top stories
- Top Stories, Nov 29 – Dec 5: Why Machine Learning Engineers are Replacing Data Scientists - Dec 6, 2021.
Also: How to Get Certified as a Data Scientist; 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; Most Common SQL Mistakes on Data Science Interviews; 19 Data Science Project Ideas for Beginners
Top stories
- Top Stories, Nov 22-28: Most Common SQL Mistakes on Data Science Interviews - Nov 29, 2021.
Also: 19 Data Science Project Ideas for Beginners; How to Build a Knowledge Graph with Neo4J and Transformers; Data Scientists: How to Sell Your Project and Yourself; Where NLP is heading
Top stories
- Top Stories, Nov 15-21: 19 Data Science Project Ideas for Beginners - Nov 23, 2021.
Also: How I Redesigned over 100 ETL into ELT Data Pipelines; Where NLP is heading; Don’t Waste Time Building Your Data Science Network; Data Scientists: How to Sell Your Project and Yourself
Top stories
- KDnuggets Top Blogs Rewards for October 2021 - Nov 15, 2021.
The October blogs that won KDnuggets Rewards include: How I Tripled My Income With Data Science in 18 Months; What Google Recommends You do Before Taking Their Machine Learning or Data Science Course; How to Build Strong Data Science Portfolio as a Beginner; Data Scientist vs Data Engineer Salary.
Blog Rewards, Top stories
- Top Stories, Nov 8-14: Don’t Waste Time Building Your Data Science Network - Nov 15, 2021.
Also: Data Scientist Career Path from Novice to First Job; Design Patterns for Machine Learning Pipelines; What Google Recommends You do Before Taking Their Machine Learning or Data Science Course; Salary Breakdown of the Top Data Science Jobs
Top stories
- Top October Stories: How I Tripled My Income With Data Science in 18 Months; What Google Recommends You do Before Taking Their ML or DS Course - Nov 11, 2021.
Also: How to Build Strong Data Science Portfolio as a Beginner; Data Science Portfolio Project Ideas That Can Get You Hired (Or Not); Exclusive: OpenAI summarizes KDnuggets
Top stories
- Top Stories, Nov 1-7: What Google Recommends You do Before Taking Their Machine Learning or Data Science Course - Nov 8, 2021.
Also: Design Patterns for Machine Learning Pipelines; Data Scientist Career Path from Novice to First Job; Salary Breakdown of the Top Data Science Jobs; ORDAINED: The Python Project Template
Top stories
- Top Stories, Oct 25-31: How I Tripled My Income With Data Science in 18 Months; Machine Learning Model Development and Model Operations: Principles and Practices - Nov 1, 2021.
Also: What Google Recommends You do Before Taking Their Machine Learning or Data Science Course; Learn To Reproduce Papers: Beginner’s Guide; 365 Data Science courses free until 18 November; A Guide to 14 Different Data Science Jobs
Top stories
- Top Stories, Oct 18-24: How I Tripled My Income With Data Science in 18 Months; Data Science Portfolio Project Ideas That Can Get You Hired (Or Not) - Oct 25, 2021.
Also: Data Scientist vs Data Engineer Salary; The 20 Python Packages You Need For Machine Learning and Data Science; Exclusive: OpenAI summarizes KDnuggets; Real Time Image Segmentation Using 5 Lines of Code
Top stories
- Top Stories, Oct 11-17: Query Your Pandas DataFrames with SQL - Oct 18, 2021.
Also: How to Ace Data Science Interview by Working on Portfolio Projects; AutoML: An Introduction Using Auto-Sklearn and Auto-PyTorch; How to Build Strong Data Science Portfolio as a Beginner; 8 Must-Have Git Commands for Data Scientists
Top stories
- KDnuggets Top Blogs Rewards for September 2021 - Oct 15, 2021.
The September blogs that earned KDnuggets Rewards include: Do You Read Excel Files with Python? There is a 1000x Faster Way; Data Scientists Without Data Engineering Skills Will Face the Harsh Truth; Path to Full Stack Data Science; Nine Tools I Wish I Mastered Before My PhD in Machine Learning
Blog Rewards, Top stories
- Top Stories, Oct 4-10: How to Build Strong Data Science Portfolio as a Beginner; 38 Free Courses on Coursera for Data Science - Oct 11, 2021.
Also: Data science SQL interview questions from top tech firms; Here’s Why You Need Python Skills as a Machine Learning Engineer; 8 Must-Have Git Commands for Data Scientists; Introduction to PyTorch Lightning
Top stories
- Top Stories, Sep 27 – Oct 3: Path to Full Stack Data Science - Oct 4, 2021.
Also: How To Build A Database Using Python; Surpassing Trillion Parameters and GPT-3 with Switch Transformers – a path to AGI?; Nine Tools I Wish I Mastered Before My PhD in Machine Learning; 20 Machine Learning Projects That Will Get You Hired
Top stories
- Top Stories, Sep 20-26: Nine Tools I Wish I Mastered Before My PhD in Machine Learning; How to Find Weaknesses in your Machine Learning Models - Sep 27, 2021.
Also: How to be a Data Scientist without a STEM degree; Data Scientists Without Data Engineering Skills Will Face the Harsh Truth; 20 Machine Learning Projects That Will Get You Hired; How to Find Weaknesses in your Machine Learning Models
Top stories
- Top Stories, Sep 13-19: Data Scientists Without Data Engineering Skills Will Face the Harsh Truth; The Machine & Deep Learning Compendium Open Book - Sep 20, 2021.
Also: The Machine & Deep Learning Compendium Open Book; Easy SQL in Native Python; The Prefect Way to Automate & Orchestrate Data Pipelines; A Data Science Portfolio That Will Land You The Job
Top stories
- KDnuggets Top Blogs Rewards for August 2021 - Sep 15, 2021.
These top blogs were winners of KDnuggets Top Blog Rewards Program for August: Automate Microsoft Excel and Word Using Python,
Blog Rewards, Top stories
- Top August Stories: Automate Microsoft Excel and Word Using Python; The Difference Between Data Scientists and ML Engineers - Sep 14, 2021.
Automate Microsoft Excel and Word Using Python; The Difference Between Data Scientists and ML Engineers; Most Common Data Science Interview Questions and Answers; 3 Reasons Why You Should Use Linear Regression Models Instead of Neural Networks
Top stories
- Top Stories, Sep 6-12: Do You Read Excel Files with Python? There is a 1000x Faster Way; 8 Deep Learning Project Ideas for Beginners - Sep 13, 2021.
Also: How to Create Stunning Web Apps for your Data Science Projects; A Data Science Portfolio That Will Land You The Job; Top 18 Low-Code and No-Code Machine Learning Platforms; 8 Deep Learning Project Ideas for Beginners
Top stories
- Top Stories, Aug 30 – Sep 5: Do You Read Excel Files with Python? There is a 1000x Faster Way; Hypothesis Testing Explained - Sep 6, 2021.
Also: The Top Industries Hiring Data Scientists in 2021; Hypothesis Testing Explained; Automate Microsoft Excel and Word Using Python; Data Science Cheat Sheet 2.0
Top stories
- Top Stories, Aug 23-29: Automate Microsoft Excel and Word Using Python - Aug 30, 2021.
Also Django's 9 Most Common Applications; Learning Data Science and Machine Learning: First Steps after the Roadmap; The Significance of Data-centric AI
Top stories
- Top Stories, Aug 16-22: The Difference Between Data Scientists and ML Engineers; Prefect: How to Write and Schedule Your First ETL Pipeline with Python - Aug 23, 2021.
Also: Open Source Datasets for Computer Vision; Prefect: How to Write and Schedule Your First ETL Pipeline with Python; Most Common Data Science Interview Questions and Answers; How to Select an Initial Model for your Data Science Problem.
Top stories
- Top July Stories: Data Scientists and ML Engineers Are Luxury Employees - Aug 17, 2021.
Also: Top 6 Data Science Online Courses in 2021; Advice for Learning Data Science from Google's Director of Research; 5 Lessons McKinsey Taught Me That Will Make You a Better Data Scientist
Top stories
- Top Stories, Aug 9-15: The Difference Between Data Scientists and ML Engineers - Aug 16, 2021.
Also: Most Common Data Science Interview Questions and Answers; 3 Reasons Why You Should Use Linear Regression Models Instead of Neural Networks; How My Learning Path Changed After Becoming a Data Scientist; MLOPs And Machine Learning RoadMap
Top stories
- KDnuggets Top Blogs Rewards for July 2021 - Aug 16, 2021.
These top blogs were winners of KDnuggets Top Blog Rewards Program for July: Data Scientists and ML Engineers Are Luxury Employees; Top 6 Data Science Online Courses in 2021; Advice for Learning Data Science from Google's Director of Research; Pandas not enough? Here are a few good alternatives; A Learning Path To Becoming a Data Scientist; 5 Lessons McKinsey Taught Me That Will Make You a Better Data Scientist
Blog Rewards, Top stories
- Top Stories, Aug 2-8: 3 Reasons Why You Should Use Linear Regression Models Instead of Neural Networks; Bootstrap a Modern Data Stack in 5 minutes with Terraform - Aug 9, 2021.
Also: Most Common Data Science Interview Questions and Answers; How Visualization is Transforming Exploratory Data Analysis; GitHub Copilot Open Source Alternatives; How To Become A Freelance Data Scientist – 4 Practical Tips
Top stories
- Top Stories, Jul 26 – Aug 1: GitHub Copilot Open Source Alternatives; Why and how should you learn “Productive Data Science”? - Aug 2, 2021.
Also: Advice for Learning Data Science from Google’s Director of Research; Design patterns in machine learning; A Brief Introduction to the Concept of Data; 5 Mistakes I Wish I Had Avoided in My Data Science Career
Top stories
- Top Stories, Jul 19-25: Top 6 Data Science Online Courses in 2021; 11 Important Probability Distributions Explained - Jul 26, 2021.
Also: Google’s Director of Research Advice for Learning Data Science; Geometric foundations of Deep Learning; How Can You Distinguish Yourself from Hundreds of Other Data Science Candidates?; Design patterns in machine learning
Top stories
- Top Stories, Jul 12-18: Top 6 Data Science Online Courses in 2021; Become an Analytics Engineer in 90 Days - Jul 19, 2021.
Also: Data Scientists and ML Engineers Are Luxury Employees; Geometric foundations of Deep Learning; How Can You Distinguish Yourself from Hundreds of Other Data Science Candidates?; A Learning Path To Becoming a Data Scientist
Top stories
- Top June Stories: 5 Tasks To Automate With Python; Data Scientists Will be Extinct in 10 Years - Jul 13, 2021.
5 Tasks To Automate With Python; Data Scientists Will be Extinct in 10 Years: How to Generate Automated PDF Documents with Python; How I Doubled My Income with Data Science and Machine Learning.
Top stories
- Top Stories, Jul 5-11: Data Scientists and ML Engineers Are Luxury Employees - Jul 12, 2021.
Also: Pandas not enough? Here are a few good alternatives to processing larger and faster data in Python; A Learning Path To Becoming a Data Scientist; 5 Lessons McKinsey Taught Me That Will Make You a Better Data Scientist; 5 Python Data Processing Tips & Code Snippets
Top stories
- KDnuggets Top Blogs Rewards for June 2021 - Jul 12, 2021.
These top blogs were winners of KDnuggets Top Blog Rewards Program for June: 5 Tasks To Automate With Python; Data Scientists Will be Extinct in 10 Years; How to Generate Automated PDF Documents with Python; How I Doubled My Income with Data Science and Machine Learning; Pandas vs SQL: When Data Scientists Should Use Each Tool; Top 10 Data Science Projects for Beginners.
Blog Rewards, Top stories
- Top Stories, Jun 28 – Jul 4: 5 Lessons McKinsey Taught Me That Will Make You a Better Data Scientist - Jul 5, 2021.
Also: What will the demand for Data Scientists be in 10 years? Will Data Scientists be extinct?; Add A New Dimension To Your Photos Using Python; Managing Your Reusable Python Code as a Data Scientist; Data Scientists are from Mars and Software Developers are from Venus
Top stories
- Top Stories, Jun 21-27: Data Scientists Will be Extinct in 10 Years; Analytics Engineering Everywhere - Jun 28, 2021.
Also: Pandas vs SQL: When Data Scientists Should Use Each Tool; How to Land a Data Analytics Job in 6 Months; What will the demand for Data Scientists be in 10 years? Will Data Scientists be extinct?; How to create an interactive 3D chart and share it easily with anyone
Top stories
- Top Stories, Jun 14-20: Data Scientists Will be Extinct in 10 Years - Jun 21, 2021.
Also: Get Interactive Plots Directly With Pandas; How to Generate Automated PDF Documents with Python; Top 10 Data Science Projects for Beginners; Five types of thinking for a high performing data scientist
Top stories
- KDnuggets Top Blogs Rewards for May 2021 - Jun 15, 2021.
We announce the winners of the first KDnuggets Top Blog Rewards Program.
Blog Rewards, Top stories
- Top Stories, Jun 7-13: 5 Tasks To Automate With Python; Five types of thinking for a high performing data scientist - Jun 14, 2021.
Also: How to Generate Automated PDF Documents with Python; Five types of thinking for a high performing data scientist; How I Doubled My Income with Data Science and Machine Learning; Top 10 Data Science Projects for Beginners
Top stories
- Top May Stories: A Guide On How To Become A Data Scientist; Data Scientist, Data Engineer & Other Data Careers, Explained - Jun 10, 2021.
A Guide On How To Become A Data Scientist; Data Scientist, Data Engineer & Other Data Careers, Explained; Vaex: Pandas but 1000x faster; Data Preparation in SQL, with Cheat Sheet
Top stories
- Top Stories, May 31 – Jun 6: A Guide On How To Become A Data Scientist (Step By Step Approach); How I Doubled My Income with Data Science and Machine Learning - Jun 7, 2021.
Also: 5 Tasks To Automate With Python; How I Doubled My Income with Data Science and Machine Learning; Will There Be a Shortage of Data Science Jobs in the Next 5 Years?; How to Make Python Code Run Incredibly Fast
Top stories
- Top Stories, May 24-30: A Guide On How To Become A Data Scientist (Step By Step Approach) - May 31, 2021.
Also: Top Programming Languages and Their Uses; Data Scientist, Data Engineer & Other Data Careers, Explained; Vaex: Pandas but 1000x faster; Choosing the Right BI Tool for Your Business
Top stories
- Top Stories, May 17-23: Data Scientist, Data Engineer & Other Data Careers, Explained - May 24, 2021.
Also: Vaex: Pandas but 1000x faster; A checklist to track your Data Science progress; How to Determine if Your Machine Learning Model is Overtrained; The Most In Demand Skills for Data Engineers in 2021
Top stories
- Top Stories, May 10-16: Essential Linear Algebra for Data Science and Machine Learning - May 17, 2021.
Also: Data Preparation in SQL, with Cheat Sheet!; Best Python Books for Beginners and Advanced Programmers; Similarity Metrics in NLP; The NoSQL Know-It-All Compendium
Top stories
- Top April Stories: The Most In-Demand Skills for Data Scientists in 2021 - May 11, 2021.
The Most In-Demand Skills for Data Scientists in 2021; Data Science Books You Should Start Reading in 2021; How to organize your data science project; Shapash: Making Machine Learning Models Understandable.
Top stories
- Top Stories, May 3-9: Charticulator: Microsoft Research open-sourced a game-changing Data Visualization platform; Data Preparation in SQL, with Cheat Sheet! - May 10, 2021.
Also: Rebuilding My 7 Python Projects; Applying Python’s Explode Function to Pandas DataFrames; Data Scientist vs Machine Learning Engineer – what are their skills?; XGBoost Explained: DIY XGBoost Library in Less Than 200 Lines of Python
Top stories
- Top Stories, Apr 26 – May 2: Data Scientist vs Machine Learning Engineer – what are their skills? - May 3, 2021.
Also: Data Science Books You Should Start Reading in 2021; Data science is not about data – applying Dijkstra principle to data science; How to ace A/B Testing Data Science Interviews; Top 10 Must-Know Machine Learning Algorithms for Data Scientists – Part 1
Top stories
- Top Stories, Apr 19-25: How to organize your data science project in 2021; Data Science Books You Should Start Reading in 2021 - Apr 26, 2021.
Also: How to ace A/B Testing Data Science Interviews; Top 10 Must-Know Machine Learning Algorithms for Data Scientists – Part 1; The Most In-Demand Skills for Data Scientists in 2021; Free From Stanford: Machine Learning with Graphs
Top stories
- Top Stories, Apr 12-18: The Most In-Demand Skills for Data Scientists in 2021 - Apr 19, 2021.
Also: Top 3 Statistical Paradoxes in Data Science; A/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 2; ETL in the Cloud: Transforming Big Data Analytics with Data Warehouse Automation; Essential Math for Data Science: Linear Transformation with Matrices
Top stories
- Top March Stories: Are You Still Using Pandas to Process Big Data in 2021? Here are two better options; How To Overcome The Fear of Math and Learn Math For Data Science - Apr 13, 2021.
Also: Top YouTube Channels for Data Science; More Data Science Cheatsheets; Top 10 Python Libraries Data Scientists should know in 2021.
Top stories
- Top Stories, Apr 5-11: Awesome Tricks And Best Practices From Kaggle; How to deploy Machine Learning/Deep Learning models to the web - Apr 12, 2021.
Also: Shapash: Making Machine Learning Models Understandable; A/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 2; How to deploy Machine Learning/Deep Learning models to the web; Working With Time Series Using SQL
Top stories
- Top Stories, Mar 29 – Apr 4: Top 10 Python Libraries Data Scientists should know in 2021; Shapash: Making Machine Learning Models Understandable - Apr 5, 2021.
Also: The 8 Most Common Data Scientists; Easy AutoML in Python; How to Succeed in Becoming a Freelance Data Scientist; The 8 Most Common Data Scientists
Top stories
- Top Stories, Mar 22-28: How to Succeed in Becoming a Freelance Data Scientist - Mar 29, 2021.
Also: Top 10 Python Libraries Data Scientists should know in 2021; More Data Science Cheatsheets; The Portfolio Guide for Data Science Beginners; The Best Machine Learning Frameworks & Extensions for Scikit-learn
Top stories
- Top Stories, Mar 15-21: More Data Science Cheatsheets - Mar 22, 2021.
Also: How To Overcome The Fear of Math and Learn Math For Data Science; Know your data much faster with the new Sweetviz Python library; Introducing dbt, the ETL and ELT Disrupter; Must Know for Data Scientists and Data Analysts: Causal Design Patterns
Top stories
- Top Stories, Mar 8-14: How To Overcome The Fear of Math and Learn Math For Data Science - Mar 15, 2021.
Also: Know your data much faster with the new Sweetviz Python library; Must Know for Data Scientists and Data Analysts: Causal Design Patterns; Are You Still Using Pandas to Process Big Data in 2021? Here are two better options; 3 Mathematical Laws Data Scientists Need To Know
Top stories
- Top February Stories: We Don’t Need Data Scientists, We Need Data Engineers; How to create stunning visualizations using python from scratch - Mar 11, 2021.
Also: How to Get Your First Job in Data Science without Any Work Experience; Telling a Great Data Story: A Visualization Decision Tree
Top stories
- Top Stories, Mar 1-7: Top YouTube Channels for Data Science - Mar 8, 2021.
Also: Are You Still Using Pandas to Process Big Data in 2021? Here are two better options; 3 Mathematical Laws Data Scientists Need To Know; Google’s Model Search is a New Open Source Framework that Uses Neural Networks to Build Neural Networks; Machine Learning Systems Design: A Free Stanford Course
Top stories
- Top Stories, Feb 22-28: We Don’t Need Data Scientists, We Need Data Engineers; Data Science Learning Roadmap for 2021 - Mar 1, 2021.
Also: Powerful Exploratory Data Analysis in just two lines of code; Machine Learning Systems Design: A Free Stanford Course; Telling a Great Data Story: A Visualization Decision Tree
Top stories
- Top Stories, Feb 15-21: We Don’t Need Data Scientists, We Need Data Engineers - Feb 22, 2021.
Also: Telling a Great Data Story: A Visualization Decision Tree; Cartoon: Data Scientist vs Data Engineer; Data Science vs Business Intelligence, Explained; Approaching (Almost) Any Machine Learning Problem
Top stories
- Top Stories, Feb 08-14: How to create stunning visualizations using python from scratch; Data Science vs Business Intelligence, Explained - Feb 15, 2021.
Also: The Best Data Science Project to Have in Your Portfolio; How to Get Your First Job in Data Science without Any Work Experience; How to Get Data Science Interviews: Finding Jobs, Reaching Gatekeepers, and Getting Referrals
Top stories
- Top January Stories: How I Got 4 Data Science Offers and Doubled My Income 2 Months After Being Laid Off; Best Python IDEs and Code Editors You Should Know - Feb 10, 2021.
Also: All Machine Learning Algorithms You Should Know in 2021; DeepMind's MuZero is One of the Most Important Deep Learning Systems Ever Created
Top stories
- Top Stories, Feb 1-7: How to create stunning visualizations using python from scratch; How to Get Your First Job in Data Science without Any Work Experience - Feb 8, 2021.
Also: Build Your First Data Science Application; 3 Ways Understanding Bayes Theorem Will Improve Your Data Science; Deep learning doesn’t need to be a black box; Essential Math for Data Science: Introduction to Matrices and the Matrix Product
Top stories
- Top Stories, Jan 25-31: Want to Be a Data Scientist? Don’t Start With Machine Learning; The Ultimate Scikit-Learn Machine Learning Cheatsheet - Feb 1, 2021.
Also: How I Got 4 Data Science Offers and Doubled my Income 2 Months After Being Laid Off; How to Get a Job as a Data Scientist; Data Engineering — the Cousin of Data Science, is Troublesome; What to Learn to Become a Data Scientist in 2021
Top stories
- Top Stories, Jan 18-24: How I Got 4 Data Science Offers and Doubled my Income 2 Months After Being Laid Off; Cloud Computing, Data Science and ML Trends in 2020–2022: The battle of giants - Jan 25, 2021.
Also: Data Engineering — the Cousin of Data Science, is Troublesome; Build a Data Science Portfolio that Stands Out Using These Platforms; K-Means 8x faster, 27x lower error than Scikit-learn in 25 lines; Popular Machine Learning Interview Questions
Top stories
- Top Stories, Jan 11-17: K-Means 8x faster, 27x lower error than Scikit-learn in 25 lines; My Data Science Learning Journey So Far - Jan 18, 2021.
Also: Essential Math for Data Science: Information Theory; Cleaner Data Analysis with Pandas Using Pipes; The Four Jobs of the Data Scientist
Top stories
- Top Stories, Jan 04-10: Best Python IDEs and Code Editors You Should Know; All Machine Learning Algorithms You Should Know in 2021 - Jan 11, 2021.
Also: DeepMind’s MuZero is One of the Most Important Deep Learning Systems Ever Created; 10 Underappreciated Python Packages for Machine Learning Practitioners; Six Tips on Building a Data Science Team at a Small Company
Top stories
- Top December Stories: Why the Future of ETL Is Not ELT, But EL(T); 20 Core Data Science Concepts for Beginners - Jan 7, 2021.
Also: A Rising Library Beating Pandas in Performance; 15 Free Data Science, Machine Learning & Statistics eBooks for 2021
Top stories
- Top Stories, Dec 21 – Jan 03: Monte Carlo integration in Python; 15 Free Data Science, Machine Learning & Statistics eBooks for 2021 - Jan 4, 2021.
Also: SQL vs NoSQL: 7 Key Takeaways; Generating Beautiful Neural Network Visualizations; Meet whale! The stupidly simple data discovery tool; Key Data Science Algorithms Explained: From k-means to k-medoids clustering
Top stories
- Top Stories, Dec 14-20: Crack SQL Interviews; State of Data Science and Machine Learning 2020: 3 Key Findings - Dec 24, 2020.
Also: A Rising Library Beating Pandas in Performance; 20 Core Data Science Concepts for Beginners; How to Create Custom Real-time Plots in Deep Learning; 10 Python Skills They Don’t Teach in Bootcamp
Top stories
- Top 2020 Stories: 24 Best (and Free) Books To Understand Machine Learning; If I had to start learning Data Science again, how would I do it? - Dec 17, 2020.
Also: Know What Employers are Expecting for a Data Scientist Role in 2020; Top Python Libraries for Data Science, Data Visualization & Machine Learning.
Top stories
- Top Stories, Dec 7-13: 20 Core Data Science Concepts for Beginners - Dec 14, 2020.
Also: A Rising Library Beating Pandas in Performance; Main 2020 Developments and Key 2021 Trends in AI, Data Science, Machine Learning Technology; R or Python? Why Not Both?; Artificial Intelligence in Modern Learning System : E-Learning; Essential Math for Data Science: Probability Density and Probability Mass Functions
Top stories
- Top November Stories: Top Python Libraries for Data Science, Data Visualization & Machine Learning; The Best Data Science Certification You’ve Never Heard Of - Dec 8, 2020.
Also: TabPy: Combining Python and Tableau; How to Acquire the Most Wanted Data Science Skills.
Top stories
- Top Stories, Nov 30 – Dec 6: Why the Future of ETL Is Not ELT, But EL(T) - Dec 7, 2020.
Also: AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2020 and Key Trends for 2021; Introduction to Data Engineering; Data Science History and Overview; Introduction to Data Engineering; Object-Oriented Programming Explained Simply for Data Scientists
Top stories
- Top Stories, Nov 23-29: TabPy: Combining Python and Tableau; The Rise of the Machine Learning Engineer - Nov 30, 2020.
Also: Learn Deep Learning with this Free Course from Yann LeCun; Know-How to Learn Machine Learning Algorithms Effectively; 15 Exciting AI Project Ideas for Beginners; How to Get Into Data Science Without a Degree
Top stories
- Top Stories, Nov 16-22: How to Get Into Data Science Without a Degree - Nov 23, 2020.
Also: Top Python Libraries for Deep Learning, Natural Language Processing & Computer Vision; Facebook Open Sourced New Frameworks to Advance Deep Learning Research; 5 Most Useful Machine Learning Tools every lazy full-stack data scientist should use; Top Python Libraries for Deep Learning, Natural Language Processing & Computer Vision; Is Data Science for Me? 14 Self-examination Questions to Consider
Top stories
- Top Stories, Nov 9-15: How to Acquire the Most Wanted Data Science Skills; From Y=X to Building a Complete Artificial Neural Network - Nov 16, 2020.
Also: Learn to build an end to end data science project; How to Acquire the Most Wanted Data Science Skills; Moving from Data Science to Machine Learning Engineering; Learn to build an end to end data science project; DIY Election Fraud Analysis Using Benford's Law
Top stories
- Top October Stories: Data Science Minimum: 10 Essential Skills You Need to Know to Start Doing Data Science; fastcore: An Underrated Python Library - Nov 10, 2020.
Also: Goodhart's Law for Data Science and what happens when a measure becomes a target? How to become a Data Scientist: a step-by-step guide; 10 Best Machine Learning Courses in 2020.
Top stories
- Top Stories, Nov 2-8: Top Python Libraries for Data Science, Data Visualization & Machine Learning; The Best Data Science Certification You’ve Never Heard Of - Nov 9, 2020.
Also: Top 5 Free Machine Learning and Deep Learning eBooks Everyone should read; Pandas on Steroids: End to End Data Science in Python with Dask; Essential data science skills that no one talks about; DIY Election Fraud Analysis Using Benford's Law
Top stories
- Top Stories, Oct 26 – Nov 1: How to become a Data Scientist: a step-by-step guide; PerceptiLabs — A GUI and Visual API for TensorFlow - Nov 3, 2020.
Also: Ain't No Such a Thing as a Citizen Data Scientist; Building Neural Networks with PyTorch in Google Colab.
Top stories
- Top Stories, Oct 19-25: How to Explain Key Machine Learning Algorithms at an Interview; Roadmap to Natural Language Processing - Oct 26, 2020.
Also: Roadmap to Natural Language Processing (NLP); 5 Must-Read Data Science Papers (and How to Use Them); DeepMind Relies on this Old Statistical Method to Build Fair Machine Learning Models; Good-bye Big Data. Hello, Massive Data!
Top stories
- Top Stories, Oct 12-18: fastcore: An Underrated Python Library; Free From MIT: Intro to Computational Thinking and Data Science - Oct 19, 2020.
Also: Software Engineering Tips and Best Practices for Data Science; 5 Best Practices for Putting Machine Learning Models Into Production; Goodhart's Law for Data Science and what happens when a measure becomes a target?; Text Mining with R: The Free eBook
Top stories
- Top September Stories: Free From MIT: Intro to Computer Science and Programming in Python; Best Online MS in AI, Analytics, Data Science, Machine Learning - Oct 13, 2020.
Also: Introduction to Time Series Analysis in Python; Automating Every Aspect of Your Python Project
Top stories
- Top Stories, Oct 5-11: A step-by-step guide for creating an authentic data science portfolio project; 10 Best Machine Learning Courses in 2020 - Oct 12, 2020.
Also: Free Introductory Machine Learning Course From Amazon; How LinkedIn Uses Machine Learning in its Recruiter Recommendation Systems; A step-by-step guide for creating an authentic data science portfolio project; Data Science Minimum: 10 Essential Skills You Need to Know to Start Doing Data Science
Top stories
- Top Stories, Sep 28 – Oct 4: Data Science Minimum: 10 Essential Skills You Need to Know to Start Doing Data Science - Oct 5, 2020.
Also: The Best Free Data Science eBooks: 2020 Update; International alternatives to Kaggle for Data Science / Machine Learning competitions; Geographical Plots with Python; Introduction to Time Series Analysis in Python; Comparing the Top Business Intelligence Tools: Power BI vs Tableau vs Qlik vs Domo
Top stories
- Top Stories, Sep 21-27: Introduction to Time Series Analysis in Python; Machine Learning from Scratch: Free Online Textbook - Sep 28, 2020.
Also: How I Consistently Improve My Machine Learning Models From 80% to Over 90% Accuracy; I'm a Data Scientist, Not Just The Tiny Hands that Crunch your Data; New Poll: What Python IDE / Editor you used the most in 2020?; The Most Complete Guide to PyTorch for Data Scientists
Top stories
- Top Stories, Sep 14-20: Automating Every Aspect of Your Python Project; Deep Learning’s Most Important Ideas - Sep 21, 2020.
Also: Statistics with Julia: The Free eBook; Online Certificates/Courses in AI, Data Science, Machine Learning from Top Universities; Autograd: The Best Machine Learning Library You're Not Using?; Implementing a Deep Learning Library from Scratch in Python
Top stories
- Top Stories, Sep 7-13: Free From MIT: Intro to Computer Science and Programming in Python - Sep 14, 2020.
Also: Modern Data Science Skills: 8 Categories, Core Skills, and Hot Skills; AI Papers to Read in 2020; A Deep Learning Dream: Accuracy and Interpretability in a Single Model; Creating Powerful Animated Visualizations in Tableau; 8 AI/Machine Learning Projects To Make Your Portfolio Stand Out
Top stories
- Top August Stories: Know What Employers are Expecting for a Data Scientist Role in 2020; If I had to start learning Data Science again, how would I do it? - Sep 11, 2020.
Also: Netflix's Polynote is a New Open Source Framework to Build Better Data Science Notebooks; Must-read NLP and Deep Learning articles for Data Scientists.
Top stories
- Top Stories, Aug 31 – Sep 6: Top Online Masters in Analytics, Business Analytics, Data Science – Updated - Sep 7, 2020.
Also: How to Evaluate the Performance of Your Machine Learning Model; Which methods should be used for solving linear regression?; A Curious Theory About the Consciousness Debate in AI; If I had to start learning Data Science again, how would I do it?; PyCaret 2.1 is here: Whats new?
Top stories
- Top Stories, Aug 24-30: If I had to start learning Data Science again, how would I do it?; 4 ways to improve your TensorFlow model – key regularization techniques you need to know - Aug 31, 2020.
Also: The NLP Model Forge: Generate Model Code On Demand; DeepMinds Three Pillars for Building Robust Machine Learning Systems; Beyond the Turing Test; Must-read NLP and Deep Learning articles for Data Scientists; How to Optimize Your CV for a Data Scientist Career
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- Top Stories, Aug 17-23: If I had to start learning Data Science again, how would I do it? - Aug 24, 2020.
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