What you'll learn
Best practices for TensorFlow, a popular open-source machine learning framework to train a neural network for computer vision applications.
Handle real-world image data and explore strategies to prevent overfitting, including augmentation and dropout.
Build natural language processing systems using TensorFlow.
Apply RNNs, GRUs, and LSTMs as you train them using text repositories.
Skills you'll gain
Data Processing
Artificial Neural Networks
Generative AI
Forecasting
Keras (Neural Network Library)
Time Series Analysis and Forecasting
Tensorflow
Artificial Intelligence and Machine Learning (AI/ML)
Applied Machine Learning
Predictive Modeling
Computer Vision
Natural Language Processing
Professional Certificate - 4 course series
- Create forecasts for univariate time series using deep neural networks
Convolutional Neural Networks in TensorFlow
Natural Language Processing in TensorFlow
Sequences, Time Series and Prediction
