data analytics with python and ml

Program Objective

The objective of our program is to provide the introduction to the machine learning methods and implementation in Python. Python is one of the best languages being used in every field of the IT industry because of its clear syntax and readability. Python is said to be relatively easy to learn and portable, meaning its statements can be interpreted in a number of operating systems. The main focus of this course is on statistics, supervised and unsupervised learning and how to use it with the help of Python. As per research, the number of job openings for data analyst will be vast in the upcoming years. So it’s a great way of entering in the IT sector.

Learning Outcomes

After completing the course you will be able to preprocess the data with the help of 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 Python
  • Python installation on Windows, Linux and Mac
  • Jupiter notes and Spider
  • List, Tuples and Dictionary
  • Sets and Files
  • 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
  • Homogenous and Non Homogenous types
  • Correlation and Regression Analysis
  • Classification Algorithms
  • Clustering
  • Control structures in Python
  • Time Series Analysis
  • Generating different types of graphs
  • SQL

Pre-requisite Skills

As such there are no pre-requisite skills required to learn that program but if you have 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

  • Data analyst
  • Business consultant
  • Analyst associate

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