Udemy
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
Development
Web Development Data Science Mobile Development Programming Languages Game Development Database Design & Development Software Testing Software Engineering Development Tools No-Code Development
Business
Entrepreneurship Communications Management Sales Business Strategy Operations Project Management Business Law Business Analytics & Intelligence Human Resources Industry E-Commerce Media Real Estate Other Business
Finance & Accounting
Accounting & Bookkeeping Compliance Cryptocurrency & Blockchain Economics Finance Finance Cert & Exam Prep Financial Modeling & Analysis Investing & Trading Money Management Tools Taxes Other Finance & Accounting
IT & Software
IT Certification Network & Security Hardware Operating Systems Other IT & Software
Office Productivity
Microsoft Apple Google SAP Oracle Other Office Productivity
Personal Development
Personal Transformation Personal Productivity Leadership Career Development Parenting & Relationships Happiness Esoteric Practices Religion & Spirituality Personal Brand Building Creativity Influence Self Esteem & Confidence Stress Management Memory & Study Skills Motivation Other Personal Development
Design
Web Design Graphic Design & Illustration Design Tools User Experience Design Game Design Design Thinking 3D & Animation Fashion Design Architectural Design Interior Design Other Design
Marketing
Digital Marketing Search Engine Optimization Social Media Marketing Branding Marketing Fundamentals Marketing Analytics & Automation Public Relations Advertising Video & Mobile Marketing Content Marketing Growth Hacking Affiliate Marketing Product Marketing Other Marketing
Lifestyle
Arts & Crafts Beauty & Makeup Esoteric Practices Food & Beverage Gaming Home Improvement Pet Care & Training Travel Other Lifestyle
Photography & Video
Digital Photography Photography Portrait Photography Photography Tools Commercial Photography Video Design Other Photography & Video
Health & Fitness
Fitness General Health Sports Nutrition Yoga Mental Health Dieting Self Defense Safety & First Aid Dance Meditation Other Health & Fitness
Music
Instruments Music Production Music Fundamentals Vocal Music Techniques Music Software Other Music
Teaching & Academics
Engineering Humanities Math Science Online Education Social Science Language Teacher Training Test Prep Other Teaching & Academics
AWS Certification Microsoft Certification AWS Certified Solutions Architect - Associate AWS Certified Cloud Practitioner CompTIA A+ Cisco CCNA Amazon AWS CompTIA Security+ AWS Certified Developer - Associate
Graphic Design Photoshop Adobe Illustrator Drawing Digital Painting InDesign Character Design Canva Figure Drawing
Life Coach Training Neuro-Linguistic Programming Personal Development Mindfulness Meditation Personal Transformation Life Purpose Emotional Intelligence Neuroscience
Web Development JavaScript React CSS Angular PHP WordPress Node.Js Python
Google Flutter Android Development iOS Development Swift React Native Dart Programming Language Mobile Development Kotlin SwiftUI
Digital Marketing Google Ads (Adwords) Social Media Marketing Google Ads (AdWords) Certification Marketing Strategy Internet Marketing YouTube Marketing Email Marketing Google Analytics
SQL Microsoft Power BI Tableau Business Analysis Business Intelligence MySQL Data Modeling Data Analysis Big Data
Business Fundamentals Entrepreneurship Fundamentals Business Strategy Online Business Business Plan Startup Blogging Freelancing Home Business
Unity Game Development Fundamentals Unreal Engine C# 3D Game Development C++ 2D Game Development Unreal Engine Blueprints Blender
2021-03-02 11:41:33
30-Day Money-Back Guarantee
Development Data Science Machine Learning

2021 Master Class: Machine Learning Using Google Cloud

Preparing you for the AI career!
New
Rating: 4.6 out of 54.6 (29 ratings)
15,269 students
Created by Govind Kumar
Last updated 1/2021
English
30-Day Money-Back Guarantee

What you'll learn

  • Machine learning concepts
  • How to code and access data stored in a cloud environment
  • Simple and Multiple Linear Regression
  • Logistics Regression
  • Decision Tree
  • Random Forest
  • XG Boost
  • Unsupervised Algorithms - Centroid (kNN based) and Hierarchical
  • How to go about a ML project
Curated for the Udemy for Business collection

Course content

10 sections • 11 lectures • 2h 45m total length

  • Preview01:43
  • Introduction to Colab: Google Cloud Development Environment
    07:53

  • ML Concepts
    26:45

  • Introduction to Colab: Google Cloud Development Environment
    07:23

  • Simple Linear Regression 1
    12:46

  • Simple Linear Regression 2
    07:18

  • Multiple Linear Regression
    16:10

  • Logistic Regression
    38:20

  • Decision Tree, Random Forest and XGBoost
    21:02

  • Unsupervised Learning
    20:44

  • How to go about an ML project
    04:56

Requirements

  • Basic knowledge of Python

Description

Machine learning is a subset of artificial intelligence that is at the forefront of digital transformation in the world. Thanks to machine learning, it is now possible to detect diseases, know the defaulters of a loan and know the future sales of a product. All these information can be had proactively and not as an after the fact scenario. Machine learning and artificial intelligence-based roles are in great demand in the job market and such roles offer a higher salary than traditional programming roles.

This course covers the concepts of machine learning as well as the application of these concepts using case studies and examples, along with a walk through of the python codes.

The following algorithms are covered in detail:

  • Simple and multiple linear regression

  • Logistic regression

  • Decision tree, Random forest and XG boost

  • Unsupervised algorithms - Cluster (kNN based) and Hierarchical.

Learners will also understand how to develop the above machine learning in a cloud environment. They will learn not just to code in cloud but also to access the data stored in cloud. This will be particularly helpful to learners since many organizations are adopting cloud at a fast pace.

Lastly, how to pursue a machine learning project has been covered.

This course is taught by an industry veteran, who brings his vast experiences and practical perspectives into the program.

Who this course is for:

  • Professionals wanting to shift to ML roles
  • Students
  • ML professionals who are looking for a refresher

Instructor

Govind Kumar
Artificial Intelligence and Business Transformation Expert
Govind Kumar
  • 4.4 Instructor Rating
  • 376 Reviews
  • 39,528 Students
  • 16 Courses

Summary:

Over 2 decades of experience managing Technology, Operations and Quality in top MNCs & startups. Held leadership roles and managed businesses across Asia Pacific & Japan region

Expertise: AI, Six Sigma and Innovation

Key Experiences:

Successfully incubated Centers of Excellence for fraud prevention and service analytics.

Significant experience in design thinking based product development and management. Played a critical role in developing products for emerging markets.

Education & Certification:

B. Tech and Full time MBA from top institutes in India

Certifications in six sigma and project management.

Accolades:

Won global awards in the areas of Customer Experience, Leadership Excellence, Quality and Technology.

Featured in the cover of CIO Review Magazine.

Current Role: Founder & CEO of SeaportAI.

  • Udemy for Business
  • Teach on Udemy
  • Get the app
  • About us
  • Contact us
  • Careers
  • Blog
  • Help and Support
  • Affiliate
  • Impressum Kontakt
  • Terms
  • Privacy policy
  • Cookie settings
  • Sitemap
  • Featured courses
Udemy
© 2021 Udemy, Inc.