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Introduction to Deep Learning with Keras

Intermediate
4.2+
26 reviews
Updated 04/2025
Learn to start developing deep learning models with Keras.
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PythonArtificial Intelligence4 hours15 videos59 Exercises4,950 XP41,614Statement of Accomplishment

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Course Description

Deep learning is here to stay! It's the go-to technique to solve complex problems that arise with unstructured data and an incredible tool for innovation. Keras is one of the frameworks that make it easier to start developing deep learning models, and it's versatile enough to build industry-ready models in no time. In this course, you will learn regression and save the earth by predicting asteroid trajectories, apply binary classification to distinguish between real and fake dollar bills, use multiclass classification to decide who threw which dart at a dart board, learn to use neural networks to reconstruct noisy images and much more. Additionally, you will learn how to better control your models during training and how to tune them to boost their performance.

Prerequisites

Supervised Learning with scikit-learn
1

Introducing Keras

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2

Going Deeper

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3

Improving Your Model Performance

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4

Advanced Model Architectures

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Introduction to Deep Learning with Keras
Course
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Don’t just take our word for it

*4.2
from 26 reviews
58%
19%
12%
12%
0%
  • Zahid I.
    8 months

    Excellent course.

  • JAVIER B.
    over 1 year

    a great step by step course, it summarizes all that is needed to create from simple model to more sophisticated ones, and everything with the easy style of DataCamp!

  • Paitoon P.
    over 1 year

    Good Course

  • Naresh K.
    almost 2 years

    It's a great course to introduce a relatively complex concept of deep learning / neural networks. I sure learned the basics from it, and quite well, I think.

  • KB M.
    almost 2 years

    This course is one of the best courses (out of the 6) that I have taken on DataCamp. The content is superb, the exercises are intuitive, and all the supporting chunk of codes provided are crystal clear. This was my first ever exposure to Keras, and by the end I was able to use the knowledge gained for my research. Have I found another course offered by the instructor, I would have enthusiastically taken it. In short, if you are new to Keras, take this course. You will hit the ground running and will start coding away your own Deep Neural Network models in no time.

"Excellent course."

Zahid I.

"a great step by step course, it summarizes all that is needed to create from simple model to more sophisticated ones, and everything with the easy style of DataCamp!"

JAVIER B.

"Good Course"

Paitoon P.

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