Search courses 👉
Professional Course

Deep Learning Fundamentals with Keras

edX, Online
Length
5 weeks
Price
99 USD
Next course start
Start anytime See details
Delivery
Self-paced Online
Length
5 weeks
Price
99 USD
Next course start
Start anytime See details
Delivery
Self-paced Online
Visit this course's homepage on the provider's site to learn more or book!

Course description

Deep Learning Fundamentals with Keras

Looking to kickstart a career in deep learning? Look no further. This course will introduce you to the field of deep learning and teach you the fundamentals. You will learn about some of the exciting applications of deep learning, the basics fo neural networks, different deep learning models, and how to build your first deep learning model using the easy yet powerful library Keras.

This course will presentsimplified explanations to some oftoday's hottest topics in data science, including:

  • What is deep learning?
  • How do neural networks learn and what are activation functions?
  • What are deep learning libraries and how do they compare to one another?
  • What are supervised and unsupervised deep learning models?
  • How to use Keras to build, train, and test deep learning models?

The demand fordeep learning skills-- and the job salaries of deep learning practitioners -- arecontinuing to grow, as AI becomes more pervasive in our societies. This course will help you build the knowledge you need to future-proofyour career.

Upcoming start dates

1 start date available

Start anytime

  • Self-paced Online
  • Online
  • English

Who should attend?

Prerequisites:

  • Python Programming. For example, you can complete this course on edX: Python Basics for Data Science.
  • Machine Learning with Python. For example, you can complete this course on edX: Machine Learning with Python: A Practical Introduction.
  • Partial Derivatives. You can find tutorials for this on Khan Academy.

Training content

Module1 - Introduction to Deep Learning

  • Introduction to Deep Learning
  • Biological Neural Networks
  • Artificial Neural Networks - Forward Propagation

Module2 -Artificial Neural Networks

  • Gradient Descent
  • Backpropagation
  • Vanishing Gradient
  • Activation Functions

Module3 - Deep Learning Libraries

  • Introduction to Deep Learning Libraries
  • Regression Models with Keras
  • Classification Models with Keras

Module4 -Deep Learning Models

  • Shallow and Deep Neural Networks
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • Autoencoders

Course delivery details

This course is offered through IBM, a partner institute of EdX.

2–4 hours per week

Costs

  • Verified Track -$99
  • Audit Track - Free

Certification / Credits

What you'll learn

  • You will learn about exciting applications of deep learning and why it is really rewarding to learn how to leverage deep learning skills.
  • You will learn about neural networks and how theylearn and update their weights and biases.
  • You will learn about thevanishing gradient problem.
  • You will learn about building a regression model using the Keras library.
  • You will learn about building a classification model using the Keras library.
  • You will learn about supervised deep learning models, such as convolutional neural networks and recurrent neural networks, and how to build a convolutional neural network using the Keras library.
  • You will learn about unsupervised learning models such as autoencoders.

Contact this provider

Contact course provider

Fill out your details to find out more about Deep Learning Fundamentals with Keras.

  Contact the provider

  Get more information

  Register your interest

Country *

reCAPTCHA logo This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
edX
141 Portland Street
02139 Cambridge Massachusetts

edX

edX For Business helps leading companies upskill their labor forces by making the world’s greatest educational resources available to learners across a wide variety of in-demand fields. edX For Business delivers high-quality corporate eLearning to train and engage your employees...

Read more and show all training delivered by this supplier

Ads