The Ultimate guide to AI, Data Science & Machine Learning, Articles, Cheatsheets and Tutorials ALL in one place
Last updated 10/29/21
This is a carefully curated compendium of articles & tutorials covering all things AI, Data Science & Machine Learning for the beginner to advanced practitioner. I will be periodically updating this document with popular topics from time to time. My hope is that you find something of use and/or the content will generate ideas for you to pursue.
How to Articles: (downloadable pdf's)
Fundamentals
Data Wrangling & Feature Engineering
Dimension Reduction
NLP - Natural Langauge Processing - Text Analysis
Speech Analysis
Image Processing
Deep Learning
Neural Networks
Generative Adversarial Networks (GANs)
Algorithms & Techniques
Clustering & Segmentation
Time Series
Visualization
Chatbots
Customer Analytics
IoT - Internet of Things
Design Thinking
Deploying / Productizing
FREE training material/courses & Notes
Cheatsheets by Topic:
Software Engineer |Open source|DPG|
2 年????Thankyou
Global, Corporate Group Head of AI at L&T Group |CTO, Sr.VP| IITB | Keynote AI Speaker | $ 27 billion, 3 startups, Entrepreneur | 26 yrs Member of Group Tech Council !| 17 yrs in AI | Gen AI Mob: 9689899815
3 年Very nice curated list, thanks Vipul Patel
Business Head at PRECIOUS COLOUR (THAI) CO LTD
3 年Awesome Knowledge bank l
Multi Cloud Solution & Devops Architect | MCT | TCS Platinum Certified Mentor | AWS Community Builder | Devops Institute Ambassador
4 年Great Collection
Head of Internal Audit at Fusion for Energy
4 年Tomorrow’s high stake for internal audit functions