# machine_learning_examples **Repository Path**: KAIryo/machine_learning_examples ## Basic Information - **Project Name**: machine_learning_examples - **Description**: A collection of machine learning examples and tutorials. - **Primary Language**: Unknown - **License**: Not specified - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2021-09-12 - **Last Updated**: 2021-09-12 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README machine_learning_examples ========================= A collection of machine learning examples and tutorials. Find associated tutorials at https://lazyprogrammer.me Find associated courses at https://deeplearningcourses.com Please note that not all code from all courses will be found in this repository. Some newer code examples (e.g. everything from Tensorflow 2.0) were done in Google Colab. Therefore, you should check the instructions given in the lectures for the course you are taking. Why you should not fork this repo ================================= I've noticed that many people have out-of-date forks. Thus, I recommend not forking this repository if you take one of my courses. I am constantly updating my courses, and your fork will soon become out-of-date. You should clone the repository instead to make it easy to get updates (i.e. just "git pull" randomly and frequently). Where is the code for your latest courses? ========================================== Beginning with Tensorflow 2, I started to use Google Colab. For those courses, unless otherwise noted, the code will be on Google Colab. Links to the notebooks are provided in the course. See the lecture "Where to get the code" for further details. VIP Course Links =================== **Financial Engineering and Artificial Intelligence in Python** (special discount link for full VIP version as of Apr 2021) *** Note: if this coupon becomes out of date, check my website (https://lazyprogrammer.me) for the latest version. I will probably just keep incrementing them numerically, e.g. FINANCEVIP2, FINANCEVIP3, etc.. https://www.udemy.com/course/ai-finance/?couponCode=FINANCEVIP7 **PyTorch: Deep Learning and Artificial Intelligence** (special discount link for full VIP course as of Apr 2021) *** Note: if this coupon becomes out of date, check my website (https://lazyprogrammer.me) for the latest version. I will probably just keep incrementing them numerically, e.g. PYTORCHVIP6, PYTORCHVIP7, etc.. https://www.udemy.com/course/pytorch-deep-learning/?couponCode=PYTORCHVIP12 **Tensorflow 2.0: Deep Learning and Artificial Intelligence** (VIP Content Only) https://deeplearningcourses.com/c/deep-learning-tensorflow-2 Other Course Links ================== Tensorflow 2.0: Deep Learning and Artificial Intelligence (Main Course - special discount link) https://www.udemy.com/course/deep-learning-tensorflow-2/?referralCode=E10B72D3848AB70FE1B8 Cutting-Edge AI: Deep Reinforcement Learning in Python https://deeplearningcourses.com/c/cutting-edge-artificial-intelligence Recommender Systems and Deep Learning in Python https://deeplearningcourses.com/c/recommender-systems Machine Learning and AI: Support Vector Machines in Python https://deeplearningcourses.com/c/support-vector-machines-in-python Deep Learning: Advanced Computer Vision https://deeplearningcourses.com/c/advanced-computer-vision Deep Learning: Advanced NLP and RNNs https://deeplearningcourses.com/c/deep-learning-advanced-nlp Deep Learning: GANs and Variational Autoencoders https://deeplearningcourses.com/c/deep-learning-gans-and-variational-autoencoders Advanced AI: Deep Reinforcement Learning in Python https://deeplearningcourses.com/c/deep-reinforcement-learning-in-python Artificial Intelligence: Reinforcement Learning in Python https://deeplearningcourses.com/c/artificial-intelligence-reinforcement-learning-in-python Natural Language Processing with Deep Learning in Python https://deeplearningcourses.com/c/natural-language-processing-with-deep-learning-in-python Deep Learning: Recurrent Neural Networks in Python https://deeplearningcourses.com/c/deep-learning-recurrent-neural-networks-in-python Unsupervised Machine Learning: Hidden Markov Models in Python https://deeplearningcourses.com/c/unsupervised-machine-learning-hidden-markov-models-in-python Deep Learning Prerequisites: The Numpy Stack in Python https://deeplearningcourses.com/c/deep-learning-prerequisites-the-numpy-stack-in-python Deep Learning Prerequisites: Linear Regression in Python https://deeplearningcourses.com/c/data-science-linear-regression-in-python Deep Learning Prerequisites: Logistic Regression in Python https://deeplearningcourses.com/c/data-science-logistic-regression-in-python Deep Learning in Python https://deeplearningcourses.com/c/data-science-deep-learning-in-python Cluster Analysis and Unsupervised Machine Learning in Python https://deeplearningcourses.com/c/cluster-analysis-unsupervised-machine-learning-python Data Science: Supervised Machine Learning in Python https://deeplearningcourses.com/c/data-science-supervised-machine-learning-in-python Bayesian Machine Learning in Python: A/B Testing https://deeplearningcourses.com/c/bayesian-machine-learning-in-python-ab-testing Easy Natural Language Processing in Python https://deeplearningcourses.com/c/data-science-natural-language-processing-in-python Practical Deep Learning in Theano and TensorFlow https://deeplearningcourses.com/c/data-science-deep-learning-in-theano-tensorflow Ensemble Machine Learning in Python: Random Forest and AdaBoost https://deeplearningcourses.com/c/machine-learning-in-python-random-forest-adaboost Deep Learning: Convolutional Neural Networks in Python https://deeplearningcourses.com/c/deep-learning-convolutional-neural-networks-theano-tensorflow Unsupervised Deep Learning in Python https://deeplearningcourses.com/c/unsupervised-deep-learning-in-python