Deep Learning Fundamentals with Keras

Alex Aklson, IBM

New to deep learning? Start with this course, that will not only introduce you to the field of deep learning but give you the opportunity to build your first deep learning model using thepopular Keras library.

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.

What will you 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.

Dates:
  • 1 July 2020
Course properties:
  • Free:
  • Paid:
  • Certificate:
  • MOOC:
  • Video:
  • Audio:
  • Email-course:
  • Language: English Gb

Reviews

No reviews yet. Want to be the first?

Register to leave a review

Show?id=n3eliycplgk&bids=695438
NVIDIA
More on this topic:
Applied_ai_with_deep_learning Applied AI with DeepLearning
>>> By enrolling in this course you agree to the End User License Agreement...
Professional-certificate---ai-engineering IBM AI Engineering
The rapid pace of innovation in Artificial Intelligence (AI) is creating enormous...
More from 'Computer Science':
72c27b2f-3419-430f-a28f-10dbc7120457-a14087e5df76.small DNA Sequences: Alignments and Analysis
Learn how to align and analyze DNA sequences using web and software based tools...
Cbc86bfc-8b76-4cb9-88d8-faa8a8abd820-50fa32daa1bc.small Software Testing Fundamentals
Learn how to locate software bugs and defects using the latest testing techniques...
7ca98c09-a207-40c7-8a84-b9c48ecdf920-f25c990d1f5f.small Cloud Computing Management
Learn methods for managing cloud computing projects and build an understanding...
91f52ef3-fa3f-4934-9d19-8d5a32635cd4-d99e27f09d19.small Data Science: R Basics
Build a foundation in R and learn how to wrangle, analyze, and visualize data...
B4072f23-f746-43a1-9819-8e3d8b066f38-76465b3bdbcc.small Data Science: Visualization
Learn basic data visualization principles and how to apply them using ggplot2...
More from 'edX':
4e32f396-cd37-43a3-a856-3704a1061849-f64a6df7ccc4.small Leadership and Influence
Develop the skills to motivate and inspire others so you can confidently lead...
E435bd5b-8843-40c8-b260-ce34433d9a0e-a3897f869072.small Global Business Strategy
Learn how to capitalize on opportunities, and manage the challenges of the global...
B093db1a-4553-4ec3-a44b-96c71d1da0a5-b6dc2ba5887a.small Mining for Development: The Taxation Linkage
Understand taxation for development and sustainability in mining. Tax revenues...
C2f40fe6-7bcf-45f5-b1bc-e906563c1f3d-30f087164b1d.small Digital Transformation in Business
Learn about the explosion of technologies that are transforming business and...
7b2ecb24-2874-402b-ad86-473e246cae0c-aa0d4ca8dc73.small RiceX Linear Algebra Part 1
This course is an introduction to linear algebra. You will discover the basic...

© 2013-2019