Machine Learning

Learn the fundamentals of Machine Learning, and build projects with industry experts. Learn to use algorithms to analyse data, and to make informed decisions accordingly.

DURATION

1-2 Months

SKILL LEVEL

Beginner

LECTURES

30 Hrs Live Sessions

ENROLLED

41 Students
  • Overview
  • Curriculum
  • Instructor
Course Description

This course is designed to help learners understand the concepts of Machine Learning in a structured manner. As part of this course, a learner will be made to go through concepts like Machine Learning Algorithms, Statistical Concepts, Modelling Techniques, Regression, Classification, Clustering, Reinforcement Learning and Python Programming as part of the Machine Learning section.
Pre-Rrequisite

  • A PC/Mobile phone to attend the class
  • A stable internet connection of at least 1Mbps (Recommended: 2 Mbps)
  • Headphone and Microphone
  • A quiet room or surrounding to attend the class
Course Index

Basic Python-1
  • Data Types

  • Data Operators

  • Data Structures

  • Control Flow Statements and Loops

  • Reading and Writing in Python

Basic Python-2
  • Comments and Indentation

  • Defining Function

  • Error Handling

  • Modules

Statistics
  • Basic Statistics

  • Measures of Central Tendency

  • Measures of Dispersion

  • Measures of Shape

  • Central Limit Theorem and Hypothesis Testing

Introduction to Machine Learning-1
  • Numpy

  • Pandas

  • Data Visualization

  • Introduction to Machine Learning

  • Exploratory Data Analysis

Machine Learning-2
  • Linear Regression

  • Logistic Regression

  • Classification

  • Clustering

Tools you will learn
  • Numpy

  • Pandas

  • Python

98-381 Introduction to Programming Using Python
  • Exam Objectives

  • Candidates for this exam should be able to recognize and write syntactically correct Python code, recognize data types supported by Python, and be able to recognize and write Python code that will logically solve a given problem.

Audience Profile Requirement
  • Candidates are expected to have had, at minimum, instruction and/or hands-on experience of approximately 100 hours with the Python programming language, be familiar with its features and capabilities, and understand how to write, debug, and maintain well-formed, well documented Python code.

Prerequisite skills for this exam:
  • Core Algebra (Algebra I) (typical US 9th/10th grade level)

Skills measured
  • Perform Operations using Data Types and Operators

  • Control Flow with Decisions and Loops

  • Perform Input and Output Operations

  • Document and Structure Code

  • Perform Troubleshooting and Error Handling

  • Perform Operations Using Modules and Tools
Mridula Chhetri
Inmovidu brings you courses that are affordable, current, entertaining and based on practical work experience instead of theory so that you can immediately apply the concepts taught and take your career to the next level.
₹ 7500
Pre-enrollment Price ₹ 1000
₹ 9500
Pre-enrollment Price ₹ 1000
  • ~30 hours on-demand video
  • Curated reference and study material
  • 1 year access to e-learning content
  • Access content from any device
  • Earn Certificate of Completion,
    Project completion certificate,
    Co-branded Internship Certificate

What Will I Learn?

  • Basic Concepts of Python.
  • Learn to use Comments-Indentation, defining Functions and Error Handling
  • Introduction to Statistics.
  • Introduction to NumPy and Pandas
  • Learn and Implement Machine Learning Algorithms
  • Implement Linear Regression, Logistic Regression, Classification and Clustering

Career Options

  • Software Developer
  • Data Scientist
  • Data Analyst
  • Computational Linguist
Course Description

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Pre-Rrequisite

  • Participants should have an understanding of
  • Participants should have an understanding of
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Certification

Course Index

Basic Python 1
  • Data type

  • Data type

  • Data type


Basic Python 1
  • Data type

  • Data type

  • Data type


Basic Python 1
  • Data type

  • Data type

  • Data type


Basic Python 1
  • Data type

  • Data type

  • Data type


Basic Python 1
  • Data type

  • Data type

  • Data type

Mridula
Inmovidu brings you courses that are affordable, current, entertaining and based on practical work experience instead of theory so that you can immediately apply the concepts taught and take your career to the next level.