Tensor Flow in Pracitce
Specialization Course to build and train Neural networks, led by Laurence Moroney, AI Advocate of Google Brain.To add in TensorFlow Certification, coming soon!
Introduction to TensorFlow for AI, ML and DL.
Best practices for TensorFlow, to train a NN for a computer vision application.
Convolutional Neural Networks
Advanced techniques to improve computer vision models, plotting loss and accuracy and exploring strategies to prevent overfitting, including augmentation and dropout.
Natural Language Processing
Processing text, including tokenizing and representing sentences as vectors. Applying RNNs, GRUs and LSTMs in TF.
Sequences, Time series and Prediction
Implementing best practices to prepare time series data. Exploring RNNs and 1D ConvNets for prediction.
Data Science professional program.
Comprehensive three course program in:
Python
Statistics
R Programming