Features

• How to Build Strong Data Science Portfolio as a Beginner, by Abid Ali Awan
• Surpassing Trillion Parameters and GPT-3 with Switch Transformers – a path to AGI?, by Kevin Vu
• Cartoon: How Deep Is That Data Lake?, by Gregory Piatetsky
• Data Science Process Lifecycle, by Lillian Pierson, P.E.
• Use These Unique Data Sets to Sharpen Your Data Science Skills, by U. of North Florida
• How to Auto-Detect the Date/Datetime Columns and Set Their Datatype When Reading a CSV File in Pandas, by David B Rosen (PhD)

 Products, Services

• Eight Data Science Specializations, and Why You Should Pick One, by Pace University

 Tutorials, Overviews

• Important Statistics Data Scientists Need to Know, by Lekshmi Sunil
• Introduction to PyTorch Lightning, by Kevin Vu
• Teaching AI to Classify Time-series Patterns with Synthetic Data, by Tirthajyoti Sarkar
• Parallelizing Python Code, by Borycki & Galarnyk
• How to Determine the Best Fitting Data Distribution Using Python, by Matthew Mayo
• GitHub Desktop for Data Scientists, by Drew Seewald
• Advanced Statistical Concepts in Data Science, by Nagesh Singh Chauhan
• Data science SQL interview questions from top tech firms, by Nate Rosidi
• The Architecture Behind DeepMind’s Model for Near Real Time Weather Forecasts, by Jesus Rodriguez

 Opinions

• Will Data Analysts be Replaced by AI?, by Ngwa Bandolo Bobga Cyril
• Scale and Govern AI Initiatives with ModelOps, by Giuliano Liguori

 Top Stories

• Top Stories, Sep 27 – Oct 3: Path to Full Stack Data Science, by KDnuggets

 Jobs

• See our recent jobs in AI, Analytics, Data Science, Machine Learning
• You can post a free short entry on KDnuggets jobs page for an industry or academic job related to AI, Big Data, Data Science, or Machine Learning, email – see details at kdnuggets.com/jobs

 Image of the week

From Cartoon: How Deep Is That Data Lake?