TensorFlow Tutorials with YouTube Videos
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Toturials coming with the "data science roadmap" picture.
Simple tutorials using Google's TensorFlow Framework
From the basics to slightly more interesting applications of Tensorflow
:earth_americas: machine learning tutorials (mainly in Python3)
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
- machine-learning
- deep-learning
- lstm
- human-activity-recognition
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
TranslatedCAPTCHA recognition
- captcha-breaking
- keras-tutorials
- deep-learning
- keras
TensorFlow Tutorials
- tensorflow-tutorials
- convolutional-neural-networks
- recurrent-neural-networks
Implementing a Neural Network from Scratch
Handout for the tutorial "Creating publication-quality figures with matplotlib"
Instructional notebooks on music information retrieval.
- ipython-notebook
- music-information-retrieval
- python
- machine-learning
CatBoost tutorials repository
- catboost
- tutorials
- ipython-notebook
- ipython
TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
- seq2seq
- tensorflow
- tensorflow-tutorials
- python
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
Data Hacking Project
A series of machine learning tutorials for Torch7
Growing the code out of your notebooks - the right way.
Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.
TranslatedLLM teaching material for high school students: based on Karpathy's microgpt, for Google Colab