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Learn how to work with AI

Excited about AI? Dive into the future with DataCamp! Our AI topics mix courses, live trainings, and more. Decode the mysteries of AI today.

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Introduction to AI, ChatGPT & OpenAI

trackRecommended
AI Fundamentals
BeginnerSkill Level
10 hr
Discover the fundamentals of AI, dive into models like ChatGPT, and decode generative AI secrets to navigate the dynamic AI landscape.
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coursePopular
Introduction to ChatGPT
BeginnerSkill Level
1 hr
Learn how to use ChatGPT. Discover best practices for writing prompts and explore common business use cases for the powerful AI tool.
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webinar
A Beginner's Guide to Prompt Engineering with ChatGPT
BeginnerSkill Level
1 hr 5 min
Explore the power of prompt engineering with ChatGPT.
course
Understanding Artificial Intelligence
BeginnerSkill Level
2 hr
Uncover AI's challenges and societal implications in this theoretical course. Discover machine learning, deep learning, NLP, generative models & more.
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course
Large Language Models (LLMs) Concepts
BeginnerSkill Level
2 hr
Discover the full potential of LLMs with our conceptual course covering LLM applications, training methodologies, ethical considerations, and latest research.
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webinar
Using ChatGPT Code Interpreter for Data Science
BeginnerSkill Level
1 hr 3 min
In this live training, we use ChatGPT Code Interpreter to perform a data analysis workflow on an Airbnb dataset.

How to responsibly leverage AI and create business value

courseRecommended
Implementing AI Solutions in Business
BeginnerSkill Level
2 hr
Discover how to extract business value from AI. Learn to scope opportunities for AI, create POCs, implement solutions, and develop an AI strategy.
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course
Generative AI Concepts
BeginnerSkill Level
2 hr
Discover how to begin responsibly leveraging generative AI. Learn how generative AI models are developed and how they will impact society moving forward.
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course
AI Ethics
BeginnerSkill Level
1 hr
Explore AI ethics focusing on principles, fairness, bias reduction, and trust in AI design.
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Developing AI Applications

courseRecommended
Working with the OpenAI API
BeginnerSkill Level
3 hr
Start your journey developing AI-powered applications with the OpenAI API. Learn about the functionality that underpins popular AI applications like ChatGPT.
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webinar
Getting Started with the OpenAI API and ChatGPT
BeginnerSkill Level
1 hr 13 min
Get an introduction to the OpenAI API and the GPT-3 model.
webinar
Building AI Applications with LangChain and GPT
IntermediateSkill Level
1 hr 17 min
In the live training, you'll use LangChain to build a simple AI application, including preparing and indexing data, prompting the AI, and generating responses.
webinar
Optimizing GPT Prompts for Data Science
IntermediateSkill Level
1 hr 10 min
This training will aid you in optimizing your personal usage of ChatGPT and when developing powered GPT applications.
tutorial
How to Run Stable Diffusion
IntermediateSkill Level
7 min
Explore generative AI with our introductory tutorial on Stable Diffusion. Learn how to run the deep learning model online and locally to generate detailed images.
tutorial
Converting Speech to Text with the OpenAI Whisper API
BeginnerSkill Level
9 min
Discover the powerful capabilities of OpenAI Whisper Python API for transcription and translation. It comes with multi-language support and prompt enhancement for accurate transcription.

Developing Large Language Models & Deep Learning

courseRecommended
Introduction to Deep Learning with PyTorch
IntermediateSkill Level
4 hr
Learn the power of deep learning in PyTorch. Build your first neural network, adjust hyperparameters, and tackle classification and regression problems.
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course
Intermediate Deep Learning with PyTorch
IntermediateSkill Level
4 hr
Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.
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tutorial
How to Train a LLM with PyTorch
IntermediateSkill Level
8 min
Master the process of training large language models using PyTorch, from initial setup to final implementation.
tutorial
Mastering Vector Databases with Pinecone Tutorial: A Comprehensive Guide
IntermediateSkill Level
11 min
Dive into the world of vector databases with our in-depth tutorial on Pinecone. Discover how to efficiently handle high-dimensional data, understand unstructured data, and harness the power of vector embeddings for AI-driven applications.
course
Introduction to TensorFlow in Python
IntermediateSkill Level
4 hr
Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.
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