Python (3.5.3 or higher) is required for this course.
Pycharm is recommended however any other IDE/editor is fine :)
Install pycharm on Windows
If you choose pycharm, python can be installed without the need of another installer.
You can also do this course online by using Google Colab
- Beginner cheatsheet
- Exercise
- Codewars tasks
- Before AI approach - least squares
- Machine learning concepts
- Gradient descent exercise
- More regression examples
- Fruits classification example
- Flower species
- Unlabeled data - Clustering
- K-means - Clustering
- MNIST dataset
- Dogs vs Cats
- Another Dogs vs Cats
- Google quickdraw
- Xray
- Cifar-10
- Dog breeds
- Sentiment analysis
- Language modeling
- Example
- Definition
- Example :
git clone https://github.com/KamilLepek/fuzzy-car.git
cd fuzzy-car/
pip3 install -r requirements.txt
python main.py - Description
- Language
- Images
- Hide and seek
- Deep learning cars
- Learn dexterity
- DOTA
- Self-play
- Learning to walk
- Neural Candy
- Sound teddy
- Rock, paper, scissors
- What neural networks see
- Simulation of the Evolution of Aggression
- QWOP
- Google dinosaur by AI