The Complete Amazon Machine Learning Developer Course
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The Complete Amazon Machine Learning Developer Course

Learn all the skills you need to leverage Amazon's powerful platform for your predictive analytics needs.
New
4.0 (2 ratings)
Instead of using a simple lifetime average, Udemy calculates a course's star rating by considering a number of different factors such as the number of ratings, the age of ratings, and the likelihood of fraudulent ratings.
14 students enrolled
Last updated 8/2017
English
Current price: $10 Original price: $195 Discount: 95% off
5 hours left at this price!
30-Day Money-Back Guarantee
Includes:
  • 2 hours on-demand video
  • 1 Article
  • 1 Supplemental Resource
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
What Will I Learn?
  • Solve classic regression and classification problems
  • Leverage the Amazon Web Service ecosystem to access extended data sources
  • Learn how to use the Amazon Machine Learning service from scratch for predictive analytics
  • Gain hands-on experience of key Data Science concepts
  • Implement streaming and advanced projects
View Curriculum
Requirements
  • A PC or Mac
Description

This course aims to put the entire world of machine learning with AWS in front of you. Machine learning has become the new black. Predictive analytics is a complex domain requiring coding skills, an understanding of the mathematical concepts underpinning machine learning algorithms, and the ability to create compelling data visualizations. The challenge in today’s world is the explosion of data from existing legacy data and incoming new structured and unstructured data. The complexity of discovering, understanding, performing analysis, and predicting outcomes on the data using machine learning algorithms is a challenge. Following AWS simplifying Machine learning, this course will help you bring predictive analytics projects to fruition in three easy steps: data preparation, model tuning, and model selection.

This course will help solve everyday challenges you face as a data scientist. It begins with the Amazon Machine Learning platform and will implement core data science concepts such as classification, regression, regularization, overfitting, model selection, and evaluation. Then, you will learn to leverage the Amazon Web Service (AWS) ecosystem for extended access to data sources, implement realtime predictions, and run Amazon Machine Learning projects via the command line and the Python SDK.

At the end of this course, you will be a master at Amazon machine learning and have enough expertise to be able to build complex machine learning projects using AWS.

Who is the target audience?
  • Web Developers
  • Programmers
  • Entrepreneurs
  • People who want to learn Amazon Machine Learning
Compare to Other Amazon AWS Courses
Curriculum For This Course
25 Lectures
01:45:56
+
Welcome
6 Lectures 29:12

Introduction to Machine Learning
05:55

Introduction to Amazon Machine Learning
06:49

Data
03:26

Console
06:29

+
Loading Data
4 Lectures 17:55
Data Sources
02:27

Loading Your Data
05:18


Data Considerations
03:01
+
Building Models
3 Lectures 14:20
Introduction
04:24

Recipes
03:49

Evaluations
06:07
+
Using Your Model
3 Lectures 15:45
Real-Time & Batch
05:06

Batch Predictions
07:03

Real-Time Predictions
03:36
+
Managing Your Model With The API
4 Lectures 16:01
Introduction
02:43

Managing Via API
05:48

Creating Models
05:07

Updating Models Via The AWS Console
02:23
+
Limits and Use Cases
3 Lectures 10:48
Introduction
02:34

Limits Of Amazon ML
05:22

Alternatives
02:52
+
Course Summary
1 Lecture 01:53
Summary
01:53
+
Working Files For This Course
1 Lecture 00:01
Working Files
00:01
About the Instructor
Global Academy, LLC
4.0 Average rating
2 Reviews
28 Students
3 Courses
Learn emerging technologies from the world's best experts

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We have a great experience in teaching which means that we already have our own magic formula of providing foundation knowledge, so that you will be able to build your own projects, get the desired job and well-paid position. We create high quality courses, videos and tutorials aimed at teaching the world a new skill, or helping people to get better at what they already do. What is more, we constantly improve our strategy of teaching to make our students feel more comfortable, confident and satisfied. Our aim is to deliver valuable knowledge, provide you with pretty simple, succinct, comprehensible and qualitative materials at quite acceptable price. We are absolutely open to our students that`s why you are welcome to ask any questions which we are really thankful for.