Premium Only Content
Python Machine Learning & AI Mega Course - Learn 4 Different Areas of ML & AI
Ready to explore machine learning and artificial intelligence in python? This python machine learning and AI mega course contains 4 different series designed to teach you the ins and outs of ML and AI. It talks about fundamental ML algorithms, neural networks, creating AI chat bots and finally developing an AI that can play the game of Flappy Bird.
⭐️ Thanks to Kite for sponsoring this video! Download the best AI automcolplete for python programming for free: https://kite.com/download/?utm_medium=referral&utm_source=youtube&utm_campaign=techwithtim&utm_content=python-ml-ai-mega-course
⭐ RESOURCES ⭐
IMPORTANT: The text-based guides will have download links for files or datasets needed.
1⃣ Machine Learning for Beginners
💻 Text-Based Guide: https://techwithtim.net/tutorials/machine-learning-python/introduction/
💾 UCI Student Data Set: https://archive.ics.uci.edu/ml/datasets/Student+Performance
💾 UCI Car Evaluation Data Set: http://techwithtim.net/wp-content/uploads/2019/01/Car-Data-Set.zip
2⃣ Neural Networks
💻 Text-Based Guide: https://techwithtim.net/tutorials/python-neural-networks/what-is-a-nn/
3⃣ Simple AI Chat Bot
💻 Text-Based Guide: https://techwithtim.net/tutorials/ai-chatbot/
💾 JSON-File Download: https://techwithtim.net/wp-content/uploads/2019/05/json-file.zip
4⃣ Flappy Bird AI
💻 GitHub/Code: https://github.com/techwithtim/NEAT-Flappy-Bird
💾 Images: https://techwithtim.net/wp-content/uploads/2019/08/imgs.zip
⭐ SOFTWARE DOWNLOADS ⭐
🔗 Anaconda Download: https://www.anaconda.com/download/
🔗 Pycharm Download: https://www.jetbrains.com/pycharm/download/#section=windows
⭐ TIMESTAMPS ⭐
🎥 Course 1: Machine Learning for Beginners 🎥
⌨️ (0:00) Course Introduction
⌨️ (00:02:30) Introduction to Machine Learning & Environment Setup
⌨️ (00:12:24) Linear Regression Part 1 – Data Loading and Analysis
⌨️ (00:26:28) Linear Regression Part 2 – Implementation and Algorithm Explanation
⌨️ (00:42:50) Saving Models and Visualizing Data
⌨️(00:56:05) K-Nearest Neighbors Part 1 – Irregular Data
⌨️ (01:08:16) K-Nearest Neighbors Part 2 – Algorithm Explanation
⌨️ (01:21:33) K-Nearest Neighbors Part 3 – Implementation
⌨️ (01:31:54) Support Vector Machines Part 1 - SkLearn Datasets and Analysis
⌨️ (01:38:34) Support Vector Machines Part 2 – Algorithm Explanation
⌨️ (01:52:21) Support Vector Machines Part 3 – Implementation
⌨️(02:01:57) K-Means Clustering – Algorithm Explanation
⌨️ (02:15:11) K-Means Clustering - Implementation
🎥 Course 2: Neural Networks 🎥
⌨️ (02:27:07) Introduction to Neural Networks
⌨️ (02:53:47) Loading & Looking at Data
⌨️ (03:06:50) Creating a Model
⌨️ (03:24:05) Using and Testing Our Model
⌨️ (03:33:56) Text Classification Part 1 – Data Analysis and Model Architecture
⌨️ (03:55:23) Text Classification Part 2 – Embedding Layers
⌨️ (04:09:43) Text Classification Part 3 – Training the Model
⌨️ (04:19:49) Text Classification Part 4 – Saving and Loading Models
🎥 Course 3: AI Chat Bot 🎥
⌨️ (04:34:35) Part 1
⌨️ (04:50:28) Part 2
⌨️ (05:02:39) Part 3
⌨️ (05:14:32) Part 4
⌨️ (05:30:34) Part 5
🎥 Course 4: Neuroevolutionary Algorithm Plays Flappy Bird 🎥
⌨️ (05:39:16) Creating the Bird
⌨️ (05:51:36) Moving the Bird
⌨️ (06:10:04) Pixel Perfect Collision
⌨️ (06:29:22) Finishing the Graphics
⌨️ (06:41:16) NEAT Introduction and Configuration File
⌨️ (07:01:36) Implementing NEAT and Fitness Functions
⌨️ (07:16:32) Testing and Saving Models
◾◾◾◾◾
💻 Enroll in The Fundamentals of Programming w/ Python
https://tech-with-tim.teachable.com/p...
📸 Instagram: https://www.instagram.com/tech_with_tim
🌎 Website https://techwithtim.net
📱 Twitter: https://twitter.com/TechWithTimm
⭐ Discord: https://discord.gg/pr2k55t
📝 LinkedIn: https://www.linkedin.com/in/tim-rusci...
📂 GitHub: https://github.com/techwithtim
🔊 Podcast: https://anchor.fm/tech-with-tim
💵 One-Time Donations: https://www.paypal.com/donate/?token=...
💰 Patreon: https://www.patreon.com/techwithtim
◾◾◾◾◾◾
⚡ Please leave a LIKE and SUBSCRIBE for more content! ⚡
Tags:
- Tech With Tim
- Python Tutorials
- Machine Learning Course
- AI Course Python
- Python Machine Learning
- Python Machine Learning Course
- Machine Learning Python
#Python #MachineLearning #AI
-
11:30
Tech With Tim
1 year ago $0.01 earnedBuilding A Machine Learning Resume Project From Scratch
2002 -
22:45
Brewzle
13 hours agoI Went Drinking In A Real Bourbon Castle
21.9K3 -
48:36
PMG
1 day ago $1.03 earned"Parkland Parent Speaks Out On Kamala Harris Using Victims"
15.7K3 -
4:06
The Lou Holtz Show
11 hours agoCoach Lou Holtz’s Heartfelt Christmas Message 🎄 | Family, Faith & Notre Dame Spirit 💚 #christmas
11.8K -
51:35
Dr Steve Turley
1 day ago $16.79 earnedROSEANNE BARR - Her Journey, TRUMP, and the MAGA GOLDEN AGE! [INTERVIEW]
47.4K49 -
57:38
The Tom Renz Show
9 hours agoMerry Christmas - The Tom Renz Show Christmas
85.8K16 -
2:59:10
Wendy Bell Radio
20 hours agoThe Bridge Too Far
164K300 -
1:03:45
Donald Trump Jr.
1 day agoHappy Festivus: Airing Our Grievances and Stopping The Swamp w/Sean Davis | TRIGGERED Ep.201
425K545 -
1:30:30
Game On!
23 hours ago $7.88 earnedTop 5 things you need to know for Sports Christmas!
73.8K5 -
1:58:10
Robert Gouveia
1 day agoMatt Gaetz REJECTS Report, Sues Committee; Luigi Fan Club Arrives; Biden Commutes; Festivus Waste
297K233