data analytics with r python and ml

Program Objective

The objective of our program is to provide the introduction to the machine learning methods and using the language R and Python. The key point of our course is you will be provided by one of the best languages, by using that you can easily enter into IT the sector. R and Python are the best languages used nowadays for data analysis because of their simplicity and clear syntax formats for writing the programs. The demand for data analyst is growing day by day and as per research, the upcoming jobs of data analyst in the IT, banking, and Management sector will be very vast.

Learning Outcomes

After completing the course you will be able to preprocess the data with the help of R and Python which includes data wrangling, cleaning, and sampling to get a suitable dataset. You will learn how to manage and explore data to apply machine learning algorithms to model good hypotheses. You will learn to predict using statistical, supervised and unsupervised models and show the results through visualization, stories, and interpretable summaries.

Course Overview

  • History of R & R installation on Windows, Linux and Mac
  • Atomic and Non-Atomic Data types & Homogenous and Non Homogenous types
  • Vector, Matrix, Array
  • List, Dataframe Factor & Merging datasets
  • Functions
  • Apply family
  • Control Functions in R
  • Uploading and Downloading different files into R
  • Generating different types of graphs
  • History of Python & Python installation on Windows, Linux and Mac
  • Jupiter notes and Spider
  • Atomic and Non-Atomic Datatypes
  • Homogenous and Non Homogenous types
  • Dictionary, Tuples and List
  • Functions in Python
  • Numpy, Panda & Scikit
  • Control structures in Python
  • Uploading and Downloading different files into Python
  • Generating different types of graphs
  • SQL
  • Statistics & Probability
  • Correlation and Regression Analysis
  • Classification Algorithms
  • Clustering
  • Time Series Analysis

Pre-requisite Skills

As such there are no pre-requisite skills required to learn that program but if you have a little bit knowledge of statistics and programming language then it’s beneficial for you.

Course Benefits

  • Study Material
  • Placement Assistance
  • Interview Preparation
  • Experienced and Certified Trainers
  • Certificate exam from Emerging India
  • Online Assignments

Interview Preparation & Personality Development

Career prospect

After completing the course you have many opportunities and jobs in the field of it industry as follows

Job titles

  • Big Data Analytics Business Consultant
  • Big Data Analytics Architect
  • Big Data Engineer
  • Big Data Solution Architect
  • Big Data Analyst
  • Analytics Associate
  • Business Intelligence and Analytics Consultant
  • Metrics and Analytics Specialist

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