Hey folks,

This week in deep learning we bring you Part 1 of our two-part 2020: Year in Review. As we look ahead to 2021, we wanted to celebrate the best of 2020 from the Machine Learning world.

As always, happy reading and hacking. What was your favorite link from Deep Learning Weekly in 2020? Let us know on Twitter: @dl_weekly.

Until next week!

Industry

AI Weekly: The state of machine learning in 2020

This article gives an overview of two reports titled the State of AI, one by McKinsey, and the other by Air Street Capital.

2020 in Review: 10 AI Podcasts You Need to Know

Synced has selected 10 AI-related podcasts for readers to check out over the holiday season.

The 10 Hottest AI Startups Of 2020

Here’s a look at 10 artificial intelligence technology companies that caught CRN’s attention in 2020.

Mobile + Edge

Mobile Machine Learning: 2020 Year in Review

Highlighting the most important advances in mobile (and edge) machine learning in 2020.

The 10 Coolest AI Chip Startups Of 2020

These AI chip startups are approaching the market with a variety of approaches to improve performance, efficiency and cost for AI, deep learning and machine learning workloads.

Learning

10 Best Machine Learning Courses in 2020

If you are ready to take your career in machine learning to the next level, then these top 10 Machine Learning Courses covering both practical and theoretical work will help you excel.

Top 47 Machine Learning Projects for 2021

This is a long list of beginner, intermediate, and advanced project ideas (with scattered datasets and code examples) to jump-start your creative process as you look to hone your deep learning skills in 2021.

Libraries & Code

Papers with Code: ICLR

Listing of papers and code repos from this year's ICLR conference.

Best Machine Learning Frameworks for Experts in 2020

This article gives a brief overview of popular ML frameworks including TensorFlow, Shogun, Sci-Kit Learn, PyTorch, CNTK, Apache MXNet, H2O, Apple’s Core ML, as well as as overview of supervised, unsupervised, and reinforcement learning.

Papers & Publications

2020's Top AI & Machine Learning Research Papers

Despite the challenges of 2020, the AI research community produced a number of meaningful technical breakthroughs. GPT-3 by OpenAI may be the most famous, but there are definitely many other research papers worth your attention.

2020 in Review | 10 AI Papers That Made an Impact

Synced highlights 10 artificial intelligence papers that garnered extraordinary attention and accolades in 2020.