Foundations of Machine Learning, including Launching Machine Learning on AWS ML Services & Azure ML Studio
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Program Description
This program provides a structured introduction to Machine Learning (ML).. Participants will begin with the basics of ML concepts and algorithms, then progress to hands-on modules using Azure Machine Learning Studio and AWS ML Services.
The program is designed for professionals, and business leaders who want to understand how ML works, explore its algorithms, and learn how to deploy ML solutions on Azure Machine Learning Studio cloud platforms to solve real-world problems.
Benefits of the Program
- Comprehensive ML Foundations: Learn supervised and unsupervised learning, regression, clustering, and reinforcement learning.
- Algorithm Proficiency: Gain practical knowledge of key ML algorithms including decision trees, random forests, PCA, and Q-learning.
- ML Skillson AWS & Azure: Hands-on exposure to Azure ML Studio and AWS ML services for building, training, and deploying models.
- Business Applications: Understand how ML can be applied to optimize workflows, automate processes, and enhance decision-making.
- Project Planning: Learn how to scope, manage, and evaluate ML projects effectively.
Course Outline
1. Machine Learning for Beginners
2. Getting Started with Machine Learning Algorithms
3. Azure Machine Learning Basics
4. AWS Foundations: Machine Learning Basics
5. Planning a Machine Learning Project
Total Program Duration
11 Hours
Learning Format
Online and On-Demand
Total No. Of Certificates
Total 5, one certificate will be awarded upon successful completion of each of the sub-courses.