Certification Course by E-Cell, IIT Roorkee

Data science and Machine Learning with R Programming Language - Bhopal

₹ 3500

Mr. Rajat Khandelwal
Python / R Trainer
Review: 1370
    4.6
Categories
AI & ML Courses

Overview

  • Lectures 25 - 30
  • Duration 30 Days
  • MemberShip Yes
  • Projects Yes
  • Skill level Basic to Advanced
  • Language English
  • Assessments Yes
Course Description

Over past several years R has garnered immense popularity among Data Science practitioners and it is no surprise that R language is often as referred as lingua franca of Data Science!
TechSim+'s Data Analytics with R training course is specially designed to provide the requisite knowledge and skills to become a successful analytics professional. It covers concepts of Data Manipulation, Exploratory Data Analysis, etc before moving over to advanced topics like the Ensemble of Decision trees, Collaborative filtering, etc.

Learning Outcomes
  • Understand concepts around Business Intelligence and Business Analytics
  • Gain a foundational understanding of business analytics
  • Master R programming and understand how various statements are executed in R
  • Gain an in-depth understanding of data structure used in R
  • Basic understanding of various statistical concepts
  • Apply various supervised machine learning techniques
  • Learn and use clustering methods including K-means, and hierarchical clustering

Curriculum


  • Step - 1: Introduction:
  • Step - 2: Data Structures in R:
  • Step - 3: Working with DataFrames:
  • Step - 4: Different Functions in R:
  • Step - 5: Connectivity with Excel/Csv file
  • Step - 6: Working with text and date:
  • Step - 7: Creating Descriptive statistics
  • Step - 8: Inferencial statistics
  • Step - 9: How to clean the data
  • Step - 10: Data Manipulation (advance)
  • Step - 11: Creating Data Visualization
  • Step - 12: Connectivity from different data sources
  • Step - 13: Creating statistical Models
  • Step - 14: INTRODUCTION TO MACHINE LEARNING WITH R
  • Step - 15: Supervised Learning
  • Step - 16: Unsupervised Learning
  • Step - 17: Recommender system
  • Step - 18: Text Classification
  • Step - 19: Sentiment Analysis
  • Step - 20: Advance Data Visualisation(animated Charts)
  • Step - 21: Batch File
  • Step - 22: Shiney Package
  • Step - 23: Work with Tableau

Instructor

Mr. Rajat Khandelwal
Python / R Trainer

Bhopal

1370 Review

Here is some latest Reviews
  1. Nikita choudharya

    Its great place to learn Machine Learning and Python. In TechSim+ you will learn lot of things with hands on practice. i thing everyone should join TechSim+ to learn new things

  2. Mayank shrivastava

    Best institute to upgrade your skills. Don't hesitate to join it. Perfect environment.

  3. VIshal chauhan

    Good institute for learning. Faculty interaction is very good. Doubt clearification is also good

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