Certification Course on Data Analytics
Data Analytics(M1)
In this course you will learn:
Importance of data in data analysis and machine learning and different visualization methods.
How to visualize real world data and analyze the data using Excel and Tableau.
Explain data, its types and relevance in data analysis and Machine Learning.
Visualize real word data and analyze the data.
Explain what is a dashboard and different dashboard types.
Create a dashboard using excel.
Summarize data and create various summarized graphs using pivot tables and pivot charts.
Work with tableau and find insights from a dataset.
Prepare Data visualization using dashboards in Tableau.
Main Topics
Data
Data Collection
Data Cleaning using Excel
Data Visualization
Dash board using Excel and Tableau
Python For Data Analytics
"Python for Data Analytics" course covers the Python basic topics and important python packages for data analysis and visualization. The topics are listed below:
- Python program structure basics
- Conditional and Loop constructs
- Sequences
- Functions
- OOPS concepts
- Regular Expressions
- Database handling
- Python packages for data analysis and visualization - numpy, pandas, matplotlib, seaborn
Course Outcome (CO)
While successfully completing this course, the learner will be able to:
➔ Do programming using Python.
➔ Do data analysis using Python packages.
Core Python Course
This course covers the Python basic topics. This is a foundation course on Python.
- Python program structure basics
- Conditional and Loop constructs
- Sequences
Python GUI Programming
This course is for Python Developers. It enables the candidates to create GUI based Python Applications using Tkinter and MySql.
The main topics covered are listed below:
- Functions
- File handling
- OOPS concepts
- Regular Expressions
- Database handling
- GUI programming with Tkinter
- Functional Programming
Python Web Development Using Django Framework
This course covers:
Introduction to web programming
- Web server
- Web client
- HTML
- CSS
- Java script
Python Web framework – Django
- Installation
- Configuration
- Urls and Views
- App creation
- Model
- Template integration
- Form Processing
- Database connection
- Sessions
- Image/files uploading
Web Development Basics
This course covers:
Introduction to web programming
- Web server
- Web client
- HTML
- CSS
- Java script
Web Development using Asp.Net
While successfully completing this course, the learner will be able to:
➔Create user interactive web pages in 3 tier architecture using ASP.Net and SQL Server
- Server Controls
- Validation Controls
- DATABASE Programming with SQL Server
- ADO.NET (Working with Database)
- Disconnected Architecture
- State management
- MasterPage and Themes
- Database Connection with Different Architecture
- File Operation
- Ajax Server Controls
Web Development using PHP
"Web Development using PHP" is a course designed for those who wishes to be PHP programmers. It covers all the topics to build a simple website using PHP.
The main topics are:
- PHP Language Basics
- Conditional & Looping Constructs
- Functions
- Strings
- Arrays
- OOPS
- File Handling
- Form Handling & Sessions
- Database programming using MySql
- One-tier, two-tier and three-tier architectures
Beginner Course on Data Analytics & Machine Learning
"Beginner Course on Data Analytics & Machine Learning", is an introductory course designed for candidates who wish to enter the Data Analysis & Machine Learning field.
The Introduction section will give you an overall idea about Data Analysis and Machine Learning in the current world.
This course has two specialized areas:
1. Data Analysis
2. Machine Learning
Tasks are included for you to check your understanding of the topic. FRQ's will help you to clear the doubts. MCQ are included to know the level of theoretical understanding.