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ML Algorithms
  • Level Foundation
  • Duration 5 hours
  • Course by Whizlabs
  • Offered by

About

ML Algorithms is the fourth Course in the AWS Certified Machine Learning Specialty specialization. This Course enables learners to deep dive Machine Learning Algorithms. This course is divided into two modules and each module is further segmented by Lessons and Video Lectures. This course facilitates learners with approximately 2:00-2:30 Hours Video lectures that provide both Theory and Hands -On knowledge. Also, Graded and Ungraded Quiz are provided with every module in order to test the ability of learners. Module 1: ML Algorithms- Part 1 Module 2: ML Algorithms- Part 2 Minimum two year of hands-on experience in architecting, building or running ML/deep learning workloads on the AWS Cloud. By the end of this course, learners will be able to : - Determine algorithm concepts in ML - Design Regression algorithms and Classification based algorithms - Examine Reinforcement learning algorithms and Forecasting algorithms

Modules

ML Algorithms- PartA 1

    • 12 Videos
    • 3 Readings
    • 1 Discussion
    • 2 Assignment
Show info about module content

2 Assignment

  • ML Algorithms- Part 1 Knowledge Test
  • Week 1 Assessment

1 Discussions

  • Meet and Greet

12 Videos

  • Introduction to Training and Evaluating the Model
  • Algorithm concepts
  • Regression algorithms-Part 1
  • Regression algorithms-Part 2
  • Regression algorithms - lab part 1
  • Regression algorithms - lab part 2
  • Clustering algorithms
  • Clustering algorithms - lab
  • Classification algorithms-Part 1
  • Classification algorithms-Part 2
  • Classification algorithms - continued
  • Classification algorithms - lab

3 Readings

  • Course Outline
  • Welcome to the Course
  • ML Algorithms- Part 1 Overview

ML Algorithms- Part 2

    • 7 Videos
    • 3 Readings
    • 3 Assignment
Show info about module content

3 Assignment

  • ML Algorithms- Part 2 Knowledge Test
  • Week 2 Assessment
  • Overall Course Assessment Quiz

7 Videos

  • Image analysis algorithms
  • Text analysis algorithms- Part 1
  • Text analysis algorithms- Part 2
  • Text analysis algorithms - lab
  • Reinforcement learning algorithms
  • Forecasting algorithms
  • Exam tips

3 Readings

  • ML Algorithms- Part 2 Overview
  • Key Takeaways of Course
  • Course Conclusion

Auto Summary

Explore "ML Algorithms," a Coursera course in the Data Science & AI domain, guided by AWS experts. This foundational course, part of the AWS Certified Machine Learning Specialty, spans 2-2.5 hours and dives deep into ML algorithms through video lectures, quizzes, and hands-on exercises. Ideal for those with 2 years of AWS experience, it covers regression, classification, reinforcement learning, and forecasting algorithms. Subscription options include Starter and Professional. Perfect for aspiring data scientists and AI professionals.

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Instructor

Whizlabs Instructor