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Convex Optimization
by Stephen Boyd , Henryk Blasinski- 0.0
8 Weeks
The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learn He has previously taught Convex Optimization (EE 364A) at Stanford University and holds a B....
Convex Optimization
by Stephen Boyd , Henryk Blasinski- 0.0
8 Weeks
The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learning, control and mechanical engineering, digital and analog circuit design, and finance....
Addressing Large Hadron Collider Challenges by Machine Learning
by Andrei Ustyuzhanin , Mikhail Hushchyn- 4.5
Approx. 24 hours to complete
Of course we will scrutinize the major stages of the data processing pipelines, and focus on the role of the Machine Learning techniques for such tasks as track pattern recognition, particle identification, online real-time processing (triggers) and search for very rare decays. Machine learning in particle identification Search for Dark Matter Hints with Machine Learning at new CERN experiment...
Big Data in the AWS (Amazon Web Services) Cloud
by AWS Data Consultant- 0.0
2 hours on-demand video
Learn about building out scalable, resilient Big Data solutions using the AWS platform...
$12.99
Introduction to the AWS Command Line Interface (CLI)
by Bipra Tech- 0.0
6.5 hours on-demand video
The AWS Command Line Interface (CLI) is a unified tool to manage your AWS services. With just one tool to download and configure, you can control multiple AWS services from the command line and automate your infrastructure through scripts. Install and setup the CLI on your local machine $ aws ec2 stop-instances --instance-ids i-123abcdefg...
$13.99
Designing Architectures in AWS
by Qasim Shah- 0.0
1.5 hours on-demand video
Learn how AWS handles migration to the cloud and how different environments are architected in AWS If you are familiar with the AWS services and are interested in learning more about sample architectures to host different environments, this is the perfect course for you! Enroll now in Designing Architectures in AWS today and revolutionize your learning....
$12.99
Machine Learning and Data Mining with Weka - For Beginners
by Shadi Oweda- 4.2
2 hours on-demand video
Learn how to start your Machine Learning journey with Weka to Build your next Predicative Machine Learning Models. This introductory course will help make your machine learning journey easy and pleasant , you will be learning by using the powerful Weka open source machine learning software, developed in New Zealand by the University of Waikato....
$11.99
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AWS Data Architect Bootcamp - 43 Services 500 FAQs 20+ Tools
by Siddharth Mehta- 4.3
30.5 hours on-demand video
AWS Lambda - Microservices are often tied with APIs, and are the cornerstone of any programmatic integration with AWS Services, typically AWS's Artificial Intelligence and Machine Learning Services. AWS SageMaker - After comfortably using AI powered service, which abstracts the complexity of machine learning models from end-users, we will now venture in the world of machine learning with this service....
$18.99
Build your own Load Balancer on AWS
by Vishu Kamble- 4.3
2.5 hours on-demand video
If you're checking this course, I can assume you're interested in learning about the cloud or AWS! Well, this course will just help you do that! All the knowledge I have on AWS is because of trying and doing projects and I think that's the best way to learn anything....
$12.99
Comprehensive Alexa Skill Development course (2018 Updated)
- 3.9
9.5 hours on-demand video
Learn how to setup your local environment and AWS CLI, so that you can automate the process of uploading Alexa Skills from your local machine Learn how to setup your local environment and AWS CLI, so that you can automate the process of uploading Alexa Skills from your local machine...
$17.99