Data Analysis and Machine Learning

Eligibility: BE, B.Tech, ME, M.Tech

Intermediate

Overview

Data Analytics Course and Certification

Description

Become a Data Analyst with our Data Analytics Courses Certification.

Our Data Analysis and Machine Learning Certification program is designed to teach you how to analyze data, interpret data, and use that information for business purposes. We’ll teach you how to work with databases, query them in SQL, and transform the data into something meaningful for your company. You’ll also learn how to prepare reports from multiple databases, use scripts to automate tasks and extract data from tables, and create pivot tables and charts that present information in a more readable way.

This Data Analytics Course is taught by industry experts who have years of experience working with data analysis in their own companies. They’ll show you exactly what you need to know in order to become an expert at analyzing data so that you can get ahead of the competition and reach your goals faster than they do.

Understanding how to extract information from data and present it in a graphical format that is easy to understand.
The course is supplemented by a number of hands-on labs.
Learn how to use the NumPy package to work with vectors and matrices.
Learn how to use the pandas library to read datasets and prepare them for modelling.
Learn about and apply different machine learning algorithms.

Course Content (Syllabus)

  • Creating DataFrame from Dictionary 
  • Selecting Specific Columns 
  • Pandas Series
  • Selecting rows using labels: loc 
  • Selecting rows using position: iloc 
  • Adding and Removing rows and Columns 
  • Filtering DataFrames 
  • Importing Data from CSV Files 
  • Dealing with Missing Values 
  • Concatenate Data Frames
  • Group Data Frames based on fields.

  • Plotting Graphs 
  • Line Plot 
  • Scatter Plot 
  • Histogram 
  • Pie Graph 
  • Customization: 
  • Setting Labels and Title 
  • Setting Legends, colour  
  • Annotations 
  • Multiple plots on Single Axis 
  • Sub Plot 
  • Saving Plot to File 

Tools and Resources used

  • Python 3
  • Jupyter Notebook
  • Platform: Linux / Windows 7 and above

Take away

  • Ability to explore datasets and extract information.
  • Import Data from various sources.
  • Present information in a visually attractive way using Matplotlib.
  • Prerequisite: Python Programming

FAQs

Yes, Cranes Varsity training is available through online

Our Online training is Instructor-Led live online sessions

Yes, we will provide training course material for each module

Yes, we offer weekend classes as well evening classes.

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Duration: 1.5 months

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