Deep Learning Courses and Certifications

Data Science Courses

Attention Mechanism and Self-Attention in Deep Learning - Lecture 9

Dive into attention mechanisms and self-attention concepts in deep learning, exploring their revolutionary impact on NLP and discovering practical applications in sequence models.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

AI Bites

Quantization in Deep Learning: Types, Algorithms, and Implementation

Explore quantization techniques in deep learning, from uniform to non-uniform approaches, and learn practical implementation strategies for optimizing large-scale neural networks.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Discover AI

FLAX Neural Network Library: Introduction to Deep Learning with JAX

Discover FLAX, a powerful neural network library built on JAX, through hands-on coding examples and learn essential concepts for building and training neural networks efficiently.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Neural Breakdown with AVB

Understanding Neural Attention in Deep Learning - From Basics to Transformers

Discover how neural attention mechanisms revolutionize AI through visual examples, from basic recommendation systems to advanced transformer architectures and machine translation applications.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Neural Breakdown with AVB

Four Famous Deep Reinforcement Learning Projects - From Atari to Dactyl

Explore groundbreaking achievements in Deep Reinforcement Learning through four landmark projects: Atari DQN, AlphaGo, DeepMimic, and Dactyl, showcasing AI's evolution in gaming and robotics.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

LatLongCoder

Geospatial Deep Learning in ArcGIS Pro with ChatGPT and Faster R-CNN

Master deep learning techniques for geospatial analysis using ArcGIS Pro, integrating ChatGPT and Faster R-CNN for advanced object detection and GIS applications.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Valence Labs

Multimodal Deep Learning for Protein Engineering

Explore multimodal deep learning for protein engineering, covering sequence-based models, structural approaches, and biophysical features to predict and generate functional proteins.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Tom Rocks Maths

How AI Learns - A Deep Conversation with Reinforcement Learning and AlphaGo

Discover how AI masters complex games through reinforcement learning in this interview with ACM Prize winner David Silver, exploring AlphaGo's breakthroughs and AI's future.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Neural Breakdown with AVB

PyTorch Tutorial - 7 Essential Concepts for Deep Learning

Master PyTorch fundamentals through 7 key concepts covering tensors, automatic differentiation, neural networks, and advanced architectures like CNNs and transformers.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

UofU Data Science

Local Explanations for Deep Learning Models - Fall 2023

Explore advanced techniques for interpreting deep learning models through local explanations, covering gradient-based attribution, uncertainty estimation, and human-AI trust.

• YouTube
• 17 hours 58 minutes
• Self-Paced
• Free Video

Machine Learning, Data Science & AI Engineering with Python

36489 ratings at Udemy

Complete hands-on deep learning, AI engineering and Generative AI tutorial with data science, Tensorflow, GPT, OpenAI

• Udemy
• 20 hours 57 minutes
• Self-Paced
• Paid Course

Machine Learning for Absolute Beginners - Level 1

33805 ratings at Udemy

Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology

• Udemy
• 4 hours 28 minutes
• Self-Paced
• Paid Course

Complete A.I. & Machine Learning, Data Science Bootcamp

30114 ratings at Udemy

Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more!

• Udemy
• 1 day 20 hours
• Self-Paced
• Paid Course

Generative AI, from GANs to CLIP, with Python and Pytorch

30035 ratings at Udemy

Learn to code with the most creative and exciting AI architectures, generative AI networks, from basic to advanced

• Udemy
• 14 hours 48 minutes
• Self-Paced
• Paid Course

Generative AI for Leaders & Business Professionals

29008 ratings at Udemy

Become an AI Powered Business Leader & Professional who is Equipped with knowledge about the Modern Machines

• Udemy
• 9 hours 50 minutes
• Self-Paced
• Paid Course