Learn Keras: Build 4 Deep Learning Applications

Get up and running with deep learning with keras, a high level deep learning API
Rating: 4.1 out of 5 (133 ratings)
6,936 students
Learn Keras: Build 4 Deep Learning Applications
Rating: 4.1 out of 5 (133 ratings)
6,937 students
Simple implementation of convolutional neural networks, deep neural networks, recurrent neural networks, and linear regression
Understanding of keras syntax
Understanding of different deep learning algorithms

Requirements

  • Basic python knowledge
  • Familiarity with data science and numpy
Description

When I started learning deep learning, I had a hard time figuring out how everything worked. What library was the best for me? Which algorithms worked best for which data set? How could I know my model was accurate? I spent a lot of time on tutorials, courses and reading to try and answer these questions. In the end, I felt like the process I took to learn deep learning was too inefficient. That is why I created this course.

Learn Keras: Build 4 Deep Learning Applications is a course that I designed to solve the problems my past self had. This course is designed to get you up and running with deep learning as quickly as possible. We use keras in this course because it is one of the easiest libraries to learn for deep learning. Each video, we go over a different machine learning algorithm and its use cases. The four algorithms we focus on the most are:

1. Linear Regression

2. Dense Neural Networks

3. Convolutional Neural Networks

4. Recurrent Neural Networks


In conclusion, if you are looking at a quick intro into deep learning, this course is for you.

So what are you waiting for? Let's get started!

Who this course is for:
  • Someone who wants to get into machine learning but feels overwhelmed by other tutorials
  • Someone who is interested in machine learning but doesn't know where to start
Curriculum
3 sections • 10 lectures • 1h 29m total length
  • Introduction
  • Getting Set Up With Colab
  • Github
  • AI vs Machine Learning vs Deep Learning
  • What Is Linear Regression?
  • Linear Regression in Keras
  • Keras Deep Neural Network (DNN)
  • Keras Convolutional Neural Network (CNN)
  • Keras Recurrent Neural Network (LSTM)
  • Want To Watch More Free Programming Content?

Instructor
Self Taught Programmer And Learning Enthusiast
Adam Eubanks
  • 4.2 Instructor Rating
  • 7,296 Reviews
  • 131,146 Students
  • 6 Courses

I am a self taught programmer and learning enthusiast. My expertise is mainly in Artificial Intelligence (Keras), Ruby on Rails web development, Python and Linux. I hope that my courses will help students learn things that I had difficulty with in an easier and more fun way. These courses are meant to be short, sweet and quick to the point.