Four to twelve weeks. Online, live sessions plus self-paced work. No entry requirements on any course in this list.
Showing 40 of 175 courses in Machine Learning and Deep Learning.
Analysts and developers going deeper: How models are actually trained, evaluated and broken: regression, classification, neural networks, language models and honest error analysis.
Build the basic language models in Python.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn the basics of large language models (LLMs) and text-based Generative Artificial Intelligence (AI). We'll show you how LLMs work and how they're used.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
AI Engineers build complex systems using foundation models, LLMs, and AI agents. You will learn how to design, build, and deploy AI systems.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Machine Learning/AI Engineers build end-to-end ML applications and power many of the apps we use every day. They work in Python, Git, & ML.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn to code faster with Cursor AI , the IDE that brings powerful AI features to your familiar VS Code setup.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to interpret the decision-making process of deep neural networks.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to use PyTorch to build, train, and test artificial neural networks in this course.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Level up your machine learning skills by learning how to build perceptrons: the foundations of neural networks.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn to build machine learning models with Python.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Build basic deep learning models in TensorFlow.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn agentic coding with GPT-5-Codex. Discover adaptive reasoning, endurance features and how AI assists modern development workflows with human oversight.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how AI speeds up FP&A work such as forecasting, scenario modelling and variance storytelling while keeping every output accurate, auditable and compliant.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to use Python to build image classification models using CNNs and vision transformers in this PyTorch tutorial.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Master the art of LLM finetuning with LoRA, QLoRA, and Hugging Face. Learn how to prepare, train and optimize models for specific tasks efficiently.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn machine learning operations best practices to deploy, monitor, and maintain production AI systems that are reliable, secure, and cost-effective.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Explore Azure OpenAI service. Learn about models, practical uses, text answering, pricing, limitations, and future prospects of Azure OpenAI.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn about what transformers are (the T of GPT) and how to work with them using Hugging Face libraries.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn reinforcement learning fundamentals and build learning agents with Gymnasium in this hands-on Python course.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to give your large language model the powers of retrieval with RAG, and build a RAG app with Streamlit and ChromaDB.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn about the Hugging Face AI and machine learning platform, and how their tools can streamline ML and AI development.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn to build and deploy production-ready AI applications with Streamlit, integrate ML models, and monitor performance in real-world systems.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn DeepSeek AI and reasoning models including DeepSeek V3, R1-Zero, distilled models, AI model performance, access methods, and deep learning.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Use TensorFlow to build and tune deep learning models.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Build cutting-edge generative AI models with Amazon SageMaker. Explore GANs, VAEs, optimization, transfer learning, deployment, and monitoring techniques.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to use Python to build text generation models based on neural networks like RNNs and LSTMs in this PyTorch tutorial.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn to build production-ready neural networks with PyTorch, including finetuning transformers, in this hands-on path.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Build AI classification models with PyTorch using binary and multi-label techniques.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Build chatbots in Python using deep learning.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Use sentiment analysis and natural language processing to analyze Taylor Swift's lyrics.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Explore fine-tuning AI models like GPT-3 and 4 with OpenAI APIs. Learn to utilize the Assistants API and understand the creation and comparison of text embeddings.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to build a Generative Pre-trained Transformer (GPT) from scratch using PyTorch.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Dive into unsupervised learning with autoencoders. Train models to reconstruct high-dimensional images and denoise corrupted images using PyTorch in colab.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Explore Generative AI Studio on GCP. Learn language model training, tuning, performance evaluation, deployment, and speech-to-text conversion.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to generate and translate text using deep learning.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Explore GPT models in the OpenAI Playground. Experiment with parameters to fine-tune responses and learn how to utilize multiple APIs, including chat completions and assistant APIs.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn how to use PyTorch in Python to build text classification models using neural networks and fine-tuning transformer models.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Build rules- and retrieval-based chatbots in Python.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Leverage machine learning to make recommendations with recommender systems.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Learn GPT-5 Router skill including automatic mode selection, identifying task triggers for Instant, Thinking, Multimodal modes, and fine-tuning Pro controls.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
Create a generative AI app on GCP. Learn environment setup, model building with TensorFlow, training loop creation, dockerization of training script, and model deployment to API endpoint.
You build: A trained or evaluated model with an honest write-up of what it gets wrong.
You earn: Verified micro, credential: Machine Learning Practice
