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AI courses delve into the theory and application of algorithms that enable machines to mimic human intelligence and perform tasks autonomously. Build your skills in topics such as generative AI, prompt engineering, deep learning and more.

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Recommended for AI beginners

Build your AI skills with interactive courses, curated by real-world experts

Course

Understanding ChatGPT

BeginnerSkill Level
1 hour
34K
Learn how to use ChatGPT. Discover best practices for writing prompts and explore common business use cases for the powerful AI tool.

Track

AI Fundamentals

10 hours
30.7K
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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Browse AI courses and tracks

60 Projects

Course

Transformer Models with PyTorch

AdvancedSkill Level
2 hours
1.6K
What makes LLMs tick? Discover how transformers revolutionized text modeling and kickstarted the generative AI boom.

Course

Deep Learning for Images with PyTorch

AdvancedSkill Level
4 hours
1.6K
Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.

Course

Cleaning Data with Generative AI

BeginnerSkill Level
1 hour
1.5K
Use generative AI to tackle data cleaning, fixing duplicates, nulls, and formatting for consistent, accurate datasets.

Course

Responsible AI Practices

BeginnerSkill Level
2 hours
1.5K
Master Responsible AI Practices with this comprehensive course, featuring real-world case studies and interactive content.

Course

LLMOps Concepts

BeginnerSkill Level
1 hour
1.5K
Learn about LLMOps from ideation to deployment, gain insights into the lifecycle and challenges, and learn how to apply these concepts to your applications.

Course

Deep Learning for Text with PyTorch

AdvancedSkill Level
4 hours
1.3K
Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.

Course

AI Security and Risk Management

BeginnerSkill Level
2 hours
1.2K
Learn the fundamentals of AI security to protect systems from threats, align security with business goals, and mitigate key risks.

Course

Understanding the EU AI Act

BeginnerSkill Level
1 hour
1.2K
Get your AI Act together! Understand the obligations, risks, and requirements of the EU AI Act.

Course

Deep Reinforcement Learning in Python

AdvancedSkill Level
4 hours
1.1K
Learn and use powerful Deep Reinforcement Learning algorithms, including refinement and optimization techniques.

Course

Fine-Tuning with Llama 3

IntermediateSkill Level
2 hours
1.1K
Fine-tune Llama for custom tasks using TorchTune, and learn techniques for efficient fine-tuning such as quantization.

Course

Responsible AI Data Management

IntermediateSkill Level
1 hour
926
Learn the theory behind responsibly managing your data for any AI project, from start to finish and beyond.

Course

Image Modeling with Keras

AdvancedSkill Level
4 hours
911
Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.

Course

Introduction to GPTs

BeginnerSkill Level
1 hour
819
Learn how to use GPT tools responsibly and confidently. Discover how these tools work and techniques for writing prompts and evaluating outputs.

Course

Building a Go-To-Market Strategy

BeginnerSkill Level
1 hour
545
Create a go-to-market strategy with generative AI: target industries, generate leads, and optimize website keywords.

Course

Generate a Study Guide

BeginnerSkill Level
1 hour
472
Use a chatbot to create a study guide tailored to your goals and schedule. Build skills with simple, effective prompts.

Course

AI-Assisted Product Launch

BeginnerSkill Level
1 hour
396
Analyze market dynamics and craft a strategic entry plan for an EV manufacturer using generative AI.

Course

AI-Assisted Restaurant Planning

BeginnerSkill Level
1 hour
307
Interact with a customized GPT and use your prompting skills to plan and open your restaurant.

Course

Machine Translation with Keras

AdvancedSkill Level
4 hours
274
Are you curious about the inner workings of the models that are behind products like Google Translate?

Course

AI-Assisted Travel Planning

BeginnerSkill Level
1 hour
270
Master travel planning with WanderBot: craft prompts, build confidence, and streamline your next adventure.

Course

Recommending Skincare Products

BeginnerSkill Level
1 hour
242
Test a chatbot that matches customers with ideal skincare products using your prompting skills for personalized results.

Course

Multi-Modal Models with Hugging Face

IntermediateSkill Level
4 hours
135
Combine text, images, audio, and video with the latest AI models from Hugging Face, and generate new images and videos!

Course

Introduction to Amazon Bedrock

IntermediateSkill Level
3 hours
111
Learn to use Amazon Bedrock to access foundation AI models and build with AI - without managing complex infrastructure.

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Frequently asked questions

What is Artificial Intelligence (AI), and why is it important?

Artificial Intelligence (AI) is a subfield of computer science aimed at creating intelligent agents capable of performing tasks that typically require human intelligence. This includes activities like problem-solving, speech recognition, and decision-making. AI is important because it can improve efficiency, automate repetitive tasks, and solve complex problems more effectively than humans in some cases.

What skills do I need to learn AI?

You'll need a mix of technical and soft skills to learn AI. Key technical skills include programming (Python is widely used in AI for its simplicity and robust libraries like TensorFlow and PyTorch), statistics and probability (to understand models and algorithms), and machine learning concepts. Knowledge in data structures, algorithms, and computational thinking is also beneficial. Soft skills, such as critical thinking, problem-solving, and effective communication, are important for working in teams and understanding project requirements.

How will learning AI benefit my career?

Learning AI now is timely due to its growing relevance in various industries and the proliferation of generative AI, leading to significant job growth and high demand for AI expertise. This field is recognized for offering high-paying roles, reflecting the value and impact of AI skills in the market. Moreover, AI provides an intellectually stimulating career, challenging professionals to solve complex problems, innovate, and continuously learn.

Are DataCamp’s AI courses suitable for anyone?

DataCamp offers AI courses designed for learners at every level. Whether you're looking to grasp the fundamental concepts behind AI, understand how to utilize tools like ChatGPT more effectively, or you're an experienced professional aiming to tackle advanced projects like building deep learning models, DataCamp has courses tailored to meet your needs. This makes DataCamp an ideal platform for anyone interested in AI, from beginners to those with well-established proficiency seeking to advance their skills further.

What careers are there in AI?

Careers in AI span a wide range, from AI research scientists and machine learning engineers to data scientists and AI software developers. These roles involve developing AI models, analyzing data, and applying AI technologies to solve real-world problems.

What’s the difference between AI and machine learning courses?

AI courses cover a broad spectrum of topics including the theory behind artificial intelligence, its applications, and ethical considerations, providing a foundational understanding of AI. Machine learning courses, on the other hand, focus specifically on algorithms and statistical models that computers use to perform tasks without explicit instructions, emphasizing the technical skills needed to implement AI.

Can I learn AI without coding?

While a background in programming can be highly beneficial, it's not strictly necessary to start learning AI. Many of our courses and resources are designed for those without coding knowledge who are looking to start upskilling in AI from scratch or simply better understand AI and how to use AI tools.

However, as you progress, a strong understanding of programming, especially in languages like Python, will be crucial for implementing AI models and algorithms effectively.

Other technologies and topics

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