MathsGee Courses

Courses
TEDSF
Shop
News
Submit
Podcasts
Other

Login

Login
Register
Profile
Courses
News
Shop
Submit
OER
Other

Members
FAQ

Submit Press Release
Become An Instructor
Become A Seller

Consultancy
Affiliate Area
Affiliate Agreement
Contact Us

Home Become a Neural Networks for Machine Learning Specialist The Momentum Method

Course Lessons

Become a Neural Networks for Machine Learning Specialist

1 Why do We Need Machine Learning

2 What are Neural Networks

3 Some Simple Models of Neurons

4 A Simple Example of Learning

5 Three Types of Learning

6 Types of Neural Network Architectures

7 Perceptrons the First Generation of Neural Networks

8 A Geometrical View of Perceptrons

9 Why the Learning Works

10 What Perceptrons Can't Do

11 Learning the Weights of a Linear Neuron

12 The Error Surface for a Linear Neuron

13 Learning the Weights of a Logistic Output Neuron

14 The Backpropagation Algorithm

15 Using the Derivatives Computed by Backpropagation

16 Learning to Predict the Next Word

17 A Brief Diversion into Cognitive science

18 Another Diversion the Softmax Output Function

19 Neuro Probabilistic Language Models

20 Ways to Deal with the Large Number of Possible Outputs

21 Why Object Recognition is Difficult

22 Achieving Viewpoint Invariance

23 Convolutional Nets for Digit Recognition

24 Convolutional Nets for Object Recognition

25 Overview of Mini Batch Gradient Descent

« ‹ › » page 1 / 3

Return to Become a Neural Networks for Machine Learning Specialist

Google Digital Skills Africa

Become a Neural Networks for Machine Learning Specialist

back

The Momentum Method

Share with:

← Previous Lesson

CORPORATE SERVICES

Become An Affiliate
Affiliate Agreement
Google Digital Skills Africa
Content Repurposing
Learning Analytics
Bulk Purchasing
New Course Creation
Instructional Design
M & E
Strategy Advisory
Pre-Paid Certification
Statistical Consultancy

ABOUT US

Our Story
Our Team
Assist Us
Brand Guidelines
Contact Us
Donate
Privacy Policy
Google Digital Skills Africa

LEARNING

Google Digital Skills Africa
Publish A Course
Refer A Friend
Request A Course
How It Works
Graduate Testimonials
Learner Outcomes
Courses
Certification
Accreditation

Copyright 2018 - All Rights Reserved | Curated by MathsGee