Machine Learning – Linear Regression Machine Learning – Linear Regression

Machine Learning - Linear Regression

Machine Learning – Linear Regression

Course Provider

Analyttica TresureHunt

Course Highlights:

  • One of the fastest-growing emerging technology, Linear Regression is being adopted by organizations for forecasts and future predictions. This applied course will teach learners how to build and evaluate a robust linear regression model, on real-world datasets.
  • Upon completion of this course, you will get a certificate by Analyttica and a co-branded certificate by FutureSkills Prime and Analyttica.
  • This course also comes with a FutureSkills Prime badge that can be added to your LinkedIn profile for endorsing your skills to prospective employers & professional networks.
  • Eligible for GOVT. OF INDIA Incentives
  • Job Roles:
    • Data Quality Analyst
    • Business Intelligence Analyst
    • Data Scientist

What will you learn in Machine Learning - Linear Regression course?

Upskill in the most widely used algorithms in machine learning and learn the various stages of predictive modelling. Through this course, you will learn how to:

  • Evaluate a Linear Model
  • Select and Transform a Variable, as well as,
  • Model Validation

Get an understanding of ‘Simple and Multiple Linear Regression.’ Deep dive into various nuances of building a robust predictive analytical solution with 6 hands-on data cases.

Machine Learning - Linear Regression

  • skill-type-icon Skill Type
    Emerging Tech
  • domain-icon Domain
    Artificial Intelligence
  • course-category-icon Course Category
    Deepskilling Course
  • certified-earned-icon Certificate Earned Joint Co-Branded Participation Certificate
  • ssc-assesment-icon Nasscom assessment Available
  • course-covered-icon Course Covered under GoI Incentive
    Yes
    • cost-white-icon Course Price
      Free
    • duration-white-icon Course Duration
      23 Hours
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Why you should take Machine Learning - Linear Regression course?

Through an experiential learning approach, the course will take you through the fundamental concepts of Linear Regression and Machine Learning. You will upskill with an industry-aligned course while earning SSC nasscom Certification for AI and BDA competencies of:

  • Pre-process data (N8102)
  • Exploratory Data Analysis (N8103)
  • Perform Research & Design of Algorithmic models (N8104)

Curriculum

The course, spanning over 23 hours, provides 6 hands-on data cases with a guided approach for building appropriate solutions. It is further divided into 2 modules:-

Module 1: Simple Linear Regression

Fundamentals of simple Linear Regression (OLS) - Exploratory Data Analysis, Model Iteration, R-square.

Module 2: Multiple Linear Regression

Multiple Linear Regression - Variable Transformations, Variable Selection, Overfitting, Evaluating the accuracy of the model.

Learners will be assessed based on their overall performance in all data cases and quizzes, after the completion of the content collateral. Your score will be calculated by our algorithm-driven assessment engine to decide on the certificate eligibility.

Tools you will learn in Machine Learning - Linear Regression course

Analyttica TreasureHunt® LEAPS Virtual Lab

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