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Build Your Empire with AI
Introductory Material
Humble Beginnings ๐ค
Course Outline
Prerequisites... ๐
Month 1 -- Procedural Python
About
Week 1 -- Python 1
Recommended Books For Basic Python
Reference Books For Beginners
Books For Advanced Python
Week 7 -- Intro to AI
Recommended Book on Introductory A.I.
Reference Books on Introductory A.I.
A Sweet Introduction to A.I. ๐ (7:40)
The Wonders of Machine Learning ๐ (6:05)
The Beautiful World of Data ๐ (11:06)
A.I. Terminology Demystified.๐ (9:52)
How Can I Make My Company Good at A.I.? ๐ค (7:23)
Here's What Machine Learning CAN and CAN NOT do... ๐ฎ (7:49)
Wait, tell me more about this... ๐ (8:04)
Deep Learning...say what? ๐ (3:47)
Deep Learning..eh? ๐ (7:05)
How on Earth do we build AI projects? (1:32)
The Wonderful Workflow of a Machine Learning project (6:54)
The Wondrous Workflow of a Data Science project (6:44)
Every job function needs to know how to use data (6:53)
How to choose a spectacular AI project (7:00)
More on choosing a spectacular AI project (8:09)
Working with a topnotch AI team (8:11)
Tech tools for AI teams (6:33)
Week 8 -- Intro to AI (contd.)
Introduction (2:36)
Case study Smart seaker (9:19)
Case study Self-driving car (6:02)
Wonderful Example Roles of an AI Team (8:43)
The Fancy AI Transformation Playbook (10:05)
More on The Fancy AI Transformation Playbook (14:12)
Terrible AI Pitfalls to avoid (2:53)
Taking you baby step in AI (4:03)
Survey of major AI Application areas (17:02)
Survey of Major AI Techniques (15:20)
More Videos Coming Soon... ๐งจ
Week 9 -- Version Control With Git
The Git Book We Recommend
A Topnotch Git Reference Book
Dude, Welcome to Git Training ๐ (1:30)
The Totally Lit Git Course Overview โจ (2:19)
About The Co-Instructor โ (1:01)
Course Audience and Cool Study Tips โ (2:47)
Why the heck should I use the Command Line? ๐ (2:29)
So what is Source Control Really? ๐ (5:50)
Why Git โ (2:12)
Key Git Terminology ๐ (2:59)
More Videos Coming Soon... ๐งจ
Month 3 -- Git, Numpy, and Intro to Pandas
Will Be Uploaded In Time โ
Month 4 -- Data Wrangling, Linear Algebra, and Statistics
The Best Book on Statistical Learning
More Videos Coming Soon... ๐งจ
BONUS Study Material ๐
The Best Book On A.I. Ethics
Using Python for Machine Learning
Hands on Machine Learning with Scikit Learn and Tensorflow
The Classic Best on Deep Learning
Deep Learning With Python
The Wondrous Workflow of a Data Science project
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