Machine Learning

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  • Categories AI & ML
  • Duration 2h
  • Last Update August 2, 2021

About Course

This Machine Learning course offers an in-depth overview of Machine Learning topics including working with real-time data, developing algorithms using supervised & unsupervised learning.

Description

This Machine Learning course offers an in-depth overview of Machine Learning topics including working with real-time data, developing algorithms using supervised & unsupervised learning, regression, classification, and time series modeling. Learn how to use Python in this Machine Learning certification training to draw predictions from data.

Certification

Upon successful completion of the Machine Learning course, Techieknowledge will provide you with an industry-recognized course completion certificate which has lifelong validity.

Who This Course is for

The Machine Learning certification online course is well-suited for participants at the intermediate level including, analytics managers, business analysts, information architects, developers looking to become data scientists, and graduates seeking a career in Data Science and Machine Learning.

What Will I Learn?

  • Supervised and unsupervised learning
  • Time series modeling
  • Linear and logistic regression
  • Kernel SVM
  • KMeans clustering
  • Naive Bayes
  • Decision tree
  • Random forest classifiers
  • Boosting and Bagging techniques
  • Deep Learning fundamentals

Topics for this course

10 Lessons2h

Lesson 1 Course Introduction

Lesson 01 Course Introduction

Lesson 2 Introduction to AI and Machine Learning

Lesson 3 Data Preprocessing

Lesson 4 Supervised Learning

Lesson 5 Feature Engineering

Lesson 6 Supervised Learning Classification

Lesson 7 Unsupervised Learning

Lesson 8 Time Series Modeling

Lesson 9 Ensemble Learning

Lesson 10 Recommender Systems

Self Paced Online

A$1,149

Online Blended Bootcamp

A$1,299

Free

Material Includes

  • Gain expertise with 25+ hands-on exercises
  • 4 real-life industry projects with integrated labs
  • Dedicated mentoring sessions from industry experts
  • 58 hours of Applied Learning
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Requirements

  • This Machine Learning course requires an understanding of basic statistics and mathematics at the college level. Familiarity with Python programming is also beneficial. You should understand these fundamental courses including Python for Data Science, Math Refresher, and Statistics Essential for Data Science, before getting into the Machine Learning online course.

Target Audience

  • The Machine Learning certification online course is well-suited for participants at the intermediate level including, analytics managers, business analysts, information architects, developers looking to become data scientists, and graduates seeking a career in Data Science and Machine Learning.

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