Data Science Courses in Ambattur chennai

Data Analytics Courses

Description - Data Analytics Courses
This course serves as an introduction to the fundamental concepts and techniques of data analytics. Participants will gain hands-on experience in working with real-world data sets, learning how to gather, clean, and analyze data to uncover actionable insights. The course covers both the theoretical foundations and practical applications of data analytics, equipping students with the skills necessary to extract valuable information from data.

1. Introduction to Data Analytics:

Definition and importance of data analytics
Overview of the data analytics lifecycle

2. Data Collection and Cleaning:

Methods of data collection
Data cleaning and pre-processing techniques

3. Exploratory Data Analysis (EDA):

Descriptive statistics
Data visualization techniques
Identifying patterns and trends

4. Statistical Foundations:

Probability distributions
Hypothesis testing
Correlation and regression analysis

5. Data Analysis Techniques:

Introduction to machine learning algorithms
Classification and regression models
Clustering techniques

6. Data Visualization:

Effective data visualization principles
Tools for creating visualizations (e.g., Tableau, matplotlib)

7. Introduction to Power BI:

Overview of Power BI and its components
Installation and setup
Navigating the Power BI interface

8.Data Import and Transformation:

Connecting to various data sources
Transforming and cleaning data for analysis
Using the Power Query Editor

9. Data Modelling:

Understanding relationships between tables
Creating calculated columns and measures
DAX (Data Analysis Expressions) fundamentals