Intro to Artificial Intelligence

Artificial Intelligence is an innovative and versatile field that enables machines to mimic human intelligence. It's applicable in numerous sectors like healthcare, finance, and entertainment, significantly impacting how we live and work.

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What you will learn

Machine Learning Essentials

Discover the fundamentals of Machine Learning, one of the most innovative and widely-used applications of Artificial Intelligence. Learn about what it really means, and optionally explore advanced topics such as K-Nearest Neighbors to build a robust foundation for your AI journey.

Python & Scikit-learn 101

Understand the significance of Python and Scikit-learn in AI programming. Learn how to set up and practice with Python and Jupyter to effectively manage your Machine Learning workflows.

Predictive Modeling

Dive into the world of predictive models in AI. Learn how to create predictions with Python, from salary forecasting to customer churn and even Apple stock predictions, enhancing the practicality and versatility of your AI applications.

Real-World Applications

Get hands-on experience with AI through a series of practical exercises. Learn how to apply Machine Learning concepts in real-life scenarios and solve tangible problems, bolstered by supportive resources like cheat sheets and further learning suggestions.

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Course lessons

Complete a course, receive your certification

Join our free tech courses at Le Wagon. As you develop new skills, you'll also work towards an important milestone—a recognized certification. Complete the course, earn your certification, and stand out in your career path.

Intro to Artificial Intelligence
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Hands-on experience to tech mastery

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Learn with passionate experts

Sébastien Saunier
Sébastien Saunier
Software Engineer
Julie Montels
Julie Montels
Lead Data Engineer
Paul Mochkovitch
Paul Mochkovitch
VP Education
Elise Reichardt
Elise Reichardt
Airtable & Softr Consultant

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What is artificial intelligence?

Artificial Intelligence (AI) refers to the field of computer science that focuses on creating machines and software that can mimic human intelligence. This involves understanding and emulating the human brain through machine learning models such as neural networks, which aim to replicate our own neural connections. AI can be used in a wide range of tasks, such as image classification, machine translation, handwriting recognition, and even the motion planning of autonomous robots. It broadly incorporates other sub-fields, including natural language processing (NLP), which deals with how computers interact with human language, and machine learning, which is the practice of using algorithms to parse data, learn from it, and then make determinations or predictions.

Who should have artificial intelligence skills?

AI skills are beneficial for a wide range of professionals. Not only software engineers, data scientists, and machine learning engineers, but also individuals working in aerospace manufacturing fields or art research fields could benefit from AI knowledge. AI skills can contribute significantly to solving complex, real-world problems, leveraging popular machine learning algorithms such as Linear Regression, Logistic Regression, Bayesian networks, and Random Forest.

Which topics are covered in this free artificial intelligence course?

This AI course offers a comprehensive overview of core AI principles, starting with machine learning fundamentals. It introduces Python and Scikit-learn, integral to AI programming, and covers predictive modeling, a practical application of machine learning. Participants gain real-world AI application experience, engaging in problem-solving and data analysis. Completion of the course equips students with a broad AI understanding, similar to those offered by prestigious universities. The certificate may enhance career credentials and prepare individuals for advanced roles in AI, deep learning, and related fields.

How can learn AI benefit my tech career?

Learning artificial intelligence can be extremely beneficial to your tech career. AI is at the cutting edge of advanced technologies and having this skill set can open up a wide range of opportunities. For instance, mastering key machine learning algorithms can allow you to develop software that can understand and respond to the human language, or create predictive models for business analytics. Knowing how to use machine learning models can also lead to more specialized roles such as a machine learning engineer at Google Brain or IBM AI Engineering. Furthermore, the ability to understand and apply basic and core concepts of AI such as probability distribution, probabilistic reasoning, and unsupervised learning can help you handle a broader spectrum of tasks such as building recommender systems and image processing. In summary, acquiring AI skills, understanding AI principles, and having the ability to apply them in practical ways, can significantly enhance your technical background and career prospects.

Is it really for free?

Absolutely! All the courses on this website are 100% free of charge. While you might need to pay for some of the tools featured in our free programming courses, most of them utilize free tools or offer free versions for you to explore.

How many classes are available?

We're continually adding new content, so you can expect a wide variety of courses! Stay tuned for regular updates.

I’m new to tech, will this be too hard for me?

No! Most of our courses are designed to be accessible even if you're new to tech. Our primary goal in offering these free courses is to help more people jumpstart their careers in tech. So, don't hesitate – dive in and give it a try!

How will I learn?

Our courses are organized into chapters, each featuring a lecture video created by one of our expert instructors. In these videos, they'll explain key concepts and demonstrate the process step by step. You'll also have access to the slides used in the videos. After watching the lecture, it's your turn to apply what you've learned! Tackle the challenges and create your own technical projects to solidify your understanding.

What is Le Wagon?

Le Wagon is a global leader in immersive tech training.
Our mission is to train people from all backgrounds in web development, data and no-code, give them the best learning experience of their life, and help them accelerate in their career.
We also help companies become more data-driven by leveraging their data and unlocking their employees’ potential through corporate training.
Founded in Paris in 2013, Le Wagon now has campuses in +40 cities across 25 countries, including global tech hubs such as Berlin, London, Tokyo, Shanghai, Singapore, and Sao Paulo. Most importantly, Le Wagon is a community of 20,000+ graduates - from all walks of life, including many entrepreneurs (who created 200+ tech startups and raised $862M+ globally), career changers, and digital nomads.