1⃣ Machine Learning for Beginners

💻 Text-Based Guide: https://www.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: https://archive.ics.uci.edu/ml/datasets/Car+Evaluation

2⃣ Neural Networks

💻 Text-Based Guide: https://www.techwithtim.net/tutorials/python-neural-networks/what-is-a-nn/

3⃣ Simple AI Chat Bot

💻 Text-Based Guide: https://www.techwithtim.net/tutorials/ai-chatbot/

💾 JSON-File Download: https://www.youtube.com/watch?v=WFr2WgN9_xE&t=93s&ab_channel=TechWithTim

4⃣ Flappy Bird AI

💻 GitHub/Code: https://github.com/techwithtim/NEAT-Flappy-Bird

💾  Images: https://www.youtube.com/watch?v=WFr2WgN9_xE&t=93s&ab_channel=TechWithTim

⭐ SOFTWARE DOWNLOADS ⭐

🔗 Anaconda Download: https://www.anaconda.com/download/

🔗 Pycharm Download: https://www.jetbrains.com/pycharm/download/#section=windows

Command Prompt: conda create -n tensor python=3.6 (put this version no matter what you have installed!)

Command Prompt: pip install tensorflow

Command Prompt: pip install keras

In the edit_config.png you can see in the right top corner that you need to change the configurations, aka change the script path and select the proper .py file!

More on classification, regression, clustering:

https://scikit-learn.org/stable/

More on KNN:

https://scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsClassifier.html

More on SVM:

https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html

More on KMeans Clustering:

https://scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans

https://scikit-learn.org/stable/modules/clustering.html#k-means

TensorFlow:

https://www.tensorflow.org/overview

https://www.tensorflow.org/tutorials/keras/classification

For the neural network part, run:

pip install -q tensorflow==2.0.0 pip install matplotlib pip install pandas

Text classification:

https://www.tensorflow.org/text/tutorials/text_classification_rnn