Teaching yourself deep learning is a long and arduous process. You need a strong background in linear algebra and calculus, good Python programming skills, and a solid grasp of data science, machine ...

Introduction I first started working with machine learning in earnest when I took on a small project to classify internal inquiry logs. I managed to get scikit-learn code running by piecing together ...

Overview:  Deep learning uses multi-layer neural networks to learn patterns from data.CNNs, RNNs, LSTMs, transformers, and autoencoders support different t ...

This book teaches deep learning from first principles, with hands-on, code-first examples in Python using Keras 3, plus coverage of TensorFlow, PyTorch, and JAX. The book is designed for readers with ...

The course will also include hands-on AI, ML and deep-learning tutorials, practical datasets and coding assistance from IIT Kanpur teaching assistants ...

Data science brings several skills together. Python helps learners work with data programmatically, statistics provides a way to test assumptions and interpret uncertainty, and machine learning adds ...

Overview:  Python’s extensive ecosystem supports everything from data preparation to model training. Go takes a different ...

This program will be conducted online via zoom. The Indian Institute of Technology (IIT) Kanpur, has officially opened the application for its intensive 5-week Certificate Programme on Python for ...