40 Days of AI
Steve Nouri
Building the largest AI community | Advisor @ Fortune 500 | 2 Million Followers | Keynote Speaker
Artificial intelligence (AI) used to be thought of as an idealistic technology that can only exist in sci-fi movies. Contrasting to the belief, today the technology has become so mature in a short tenure that all major companies are using it to their advantage.
AI has become a major catalyst in driving the next revolution. The rate of progress in the field of artificial intelligence is exponentially increasing and impacting our lives like never before. From self-driving cars to robots replacing our jobs, everything seemed like a distant reality is within our vision.
For all those reasons( and more ), many get interested in learning more about AI, but there are some barriers to learning this shiny topic. Information overload and too much noise are major reasons that I decided to start this series.
I am going to share some easy-to-understand free resources and guidelines to help those who are new to this topic. No one can become an AI expert in 40 days, yet by following the pathway and keep practicing you will gain have enough knowledge and skills to become successful.
This article is going to be the repository of my posts and will be updated daily, please like and share if you found it helpful.
Day 6, ?some other fundamental materials which are not as popular but are as important! Maths and Stats!
Day 12, live about the "40 Days of AI".
Day 14, Some refresher cheat sheets :
Algebra and Calculus:
Probabilities and statistics:
Day 15, Machine Learning Cheatsheets:
领英推荐
Supervised Learning:
Unsupervised Learning:
Tips:
Day 18, ?the accuracy is not accurate!
Day 19, Reinforcement learning!
Day 20, Self-supervised learning!
Day 24, Federated learning!
Day 26, Deep Learning by Andrew Ng
Day 28, Convolutional Neural Networks.
Day 29, Some Deep Learning Cheatsheets:
Deep Learning:
Convolutional Neural Networks:
Deep Learning Tips and Tricks:
Day 30: Natural Language Processing
Day 32: Generative Adversarial Networks
Day 36:Top 20 MLOps Tools (coming soon)
Day 37: Full-stack Deep Learning: from training machine learning models to deploying AI systems in the real world.
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6 个月Thats a fantastic initiative! Starting with easy to understand resources is a great way to build knowledge in AI. We have also created guides for beginners like our AI Kickstart series which breaks down complex concepts into manageable chunks. Its all about steady progress and practice. Looking forward to your updates! Whats one key resource you’d recommend for newcomers?
Hey, awesome initiative on the 40 days of AI! At Time Thief Labs, we’re all about making tech work for us. Looking forward to seeing your posts and adding some of our own hacks to the mix. Let’s turn those 40 days into a lifelong advantage. ?? Stay tuned for more productivity hacks and tech tricks from your friendly neighborhood Trash Panda. ?? #AI #TimeThiefLabs #TechSavvy #ProductivityHacks
Power BI | Tableau | Python | Data Science | AI | Machine Learner | Marketing
9 个月Joining Steve Nouri's 40-day AI journey! Excited to learn Python, algorithms, and data visualization. Let's unlock the power of AI together!
Strategic Director & VC Investor
1 年I found this article to be informative and engaging. I learned a lot from it
LinkedIn Top Voice | AI/ML @StateStreet | Generative AI | Curious Learner | Content Creator | NU '24 | AVPTI '21
1 年Helpful !