MSTC Signal Processing and Machine Learning for Big Data's Projects
AUDIO contents
Simple implementation of Deep Q Learning (DQN)/ Double Q Learning/ Dueling Network with keras
Introduction to Deep Learning using TensorFlow & Keras
Introduction to Deep Reinforcement Learning with OpenAI
DQN implementation in Keras + TensorFlow + OpenAI Gym
Introduction to Generative Models: Simple GMM & GA
Introduction to working in Google Cloud
Half-Term OSA R
Example for Half-Term Assignment
Materials for IPTC Summer Seminar: Practical Introduction to Deel Learning & Keras
Introduction to Machine Learning for Trading Systems
Examples using t-SNE to visualize Word Embeddings
PCA examples using R and Python
PRDL & MLLAB PRESENTATIONS
Practicing with PySpark DataFrames and MLLib
Introduction to pySpark
Introduction to Python
Some simple python examples
Some simple R examples
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
R Seminar