DataCamp AI Courses are free till Feb 23rd

Most of us know DataCamp is perfect for curated courses on AI/ML/Data Scientist tracks. DataCamp has made their entire AI curriculum free until Sunday, February 23rd. This is a massive opportunity for anyone looking to build or enhance their AI skills.

Here's a curated breakdown of what's available (48 courses total):

Foundation Path (Essential Concepts) [8-10 hours]

• Understanding Artificial Intelligence
• Generative AI Concepts
• Large Language Models (LLMs) Concepts
• Understanding Prompt Engineering
• AI Ethics

ChatGPT & Basic Tools Track [12-14 hours]

• Introduction to ChatGPT
• Intermediate ChatGPT
• ChatGPT Prompt Engineering for Developers
• Introduction to GPTs
• Introduction to Microsoft Copilot

LLM Development Path [24-30 hours]

• Introduction to LLMs in Python
• Working with the OpenAI API
• Developing AI Systems with the OpenAI API
• Introduction to Embeddings with the OpenAI API
• Vector Databases for Embeddings with Pinecone
• Working with Hugging Face
• Working with Llama 3
• Fine-tuning with Llama 3

LangChain Specialization [14-16 hours]

• Developing LLM Applications with LangChain
• Designing Agentic Systems with LangChain
• Retrieval Augmented Generation (RAG) with LangChain
• LLMOps Concepts

PyTorch Deep Learning Track [24-30 hours]

• Introduction to Deep Learning with PyTorch
• Intermediate Deep Learning with PyTorch
• Deep Learning for Text with PyTorch
• Deep Learning for Images with PyTorch
• Transformer Models with PyTorch

Keras Deep Learning Track [24-30 hours]

• Introduction to Deep Learning with Keras
• Advanced Deep Learning with Keras
• Image Modeling with Keras
• Recurrent Neural Networks (RNN) for Language Modeling with Keras
• Machine Translation with Keras
• Introduction to Deep Learning in Python

Advanced AI & Reinforcement Learning [18-20 hours]

• Reinforcement Learning with Gymnasium in Python
• Deep Reinforcement Learning in Python
• Reinforcement Learning from Human Feedback (RLHF)
• Distributed AI Model Training in Python

Business & Strategy Track [18-20 hours]

• Generative AI for Business
• Implementing AI Solutions in Business
• AI Strategy
• Monetizing Artificial Intelligence
• Large Language Models for Business

AI Governance & Ethics Path [20-24 hours]

• Understanding the EU AI Act
• AI Security and Risk Management
• Responsible AI Practices
• Responsible AI Data Management
• Explainable AI in Python
• Explainable Artificial Intelligence (XAI) Concepts