Deep Learning

Name: Deep Learning
Rating: 4 (1 reviews)

4.030 hours92 learnersBeta

Learn about neural networks and find out how to implement some of those yourself for your future job as a data scientist.

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JetBrains Academy

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Fit learning around your schedule. Suitable for all levels.

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Short, practical text lessons by seasoned developers.

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What you'll learn

In this course, we will walk you through the classic Deep Learning learning curve. We will start with very basics, explaining the general ideas of neural networks and how to train them. By the end, we'll dive into topic-specific architectures and implementations.

You will:

Understand the key concepts behind neural networks;
Get acquainted with classic computer vision architectures like LeNet, ResNet, etc.;
Explore various optimizer types like RMSProp, Adam, etc. and the differences between those;
Learn how to design and train your own neural network to solve various tasks;
Familiarize yourself with some natural language processing models like sequential models and transformer model;
Discover ways to solve more specific tasks like segmentation and image detection and much more. If you are not afraid to try, select this course and get on board!

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Learn by doing

# 1

Apply knowledge into practice

You already know the theory. Now it's time to code like you do at work—in a professional IDE, with real project constraints, solving problems that actually matter. Welcome to software engineering as it should be.

# 2

Navigate complexity with surgical precision

Most developers waste months learning random concepts without seeing how they connect. Our interactive Knowledge Map fixes this. It shows exactly how every programming concept relates to others, helping you build a structured mental model of coding.

# 3

Copy the best. Then improve.

Here's what top engineers do that others don't: they study other people's code obsessively. When you get stuck on Hyperskill, you can explore solutions published by other developers. See their exact code. Understand their approach. Learn their tricks.

# 4

Code review that actually makes you better

We stripped code review down to what actually matters: does your solution work? Have you handled the edge cases? Is there a cleaner way to write this? Hyperskill acts like a competent reviewer who actually tests your code. Not genius-level analysis, not architecture debates — just solid feedback on making your code better.

Topics covered by this course

Math

48 topics

Data science

39 topics

Programming languages

35 topics

Fundamentals

1 topic

Learn from the industry experts

JetBrains Academy

JetBrains Academy is a part of JetBrains, a global software company specializing in the creation of intelligent, productivity-enhancing tools for software developers and teams. With years of expertise in software development and education, JetBrains Academy empowers more than a million people worldwide to learn and teach computer science, and help organizations inspire their teams to reach their goals in tech. Professional development tools play a big role in computer science education. This is why JetBrains Academy courses offer integration with JetBrains IDEs. This integration assists learners in getting experience with real development processes to streamline their learning curve at future work.