Course Outcome and Key Takeaways
- This course offers 100% practical learning to ensure hands-on experience with real-time Data Science applications.
- Includes Master Classes with 1:1 mentorship through the Learning Management System (LMS).
- Upon completion, students receive a certificate from internationally and nationally recognized organizations.
- Ideal for profile building, preparing for higher studies, and enhancing job prospects.
- Learn from industry professionals, get career guidance, explore job opportunities, and consider international education options.
- Exceptional students can apply for higher studies and job opportunities in the Data Science field.
Course Topics
Explore a wide range of practical topics to enhance your Data Science skills
Topic 1: Fundamentals of Machine Learning
- Introduction to Data Analytics
- Creating Arrays
- Array Indexing and Slicing
- Array Operations
- Reshaping
- Random Module
- Intro to pandas
- Data Structuring
- Data Manipulation
- Data Cleaning
- Time Series Analysis Apply and Group by Operations
- Line, Bar, Scatter plots Pyplot
- Specialized Plots (Histograms, Heat Maps)
- Performance Optimization
- Interactivity and Animations
- Matrix Plotting
- Customization
- Multi Plot Grids
Topic 2: Data Classification, Linear & Binomial Distribution
- Content Based Classification
- Context Based Classification
- User Based Classification
- Data Frame Works
- Data (Tagging, Labeling, Formatting)
- Data Security and Data Life Cycle Management
- Linear Distribution
- Binomial Distribution
- Rayleigh Distribution
- Zipf, Pareto Distribution
- Poisson Distribution
Topic 3: Introduction to Data Visualization (Power BI)
- Creating Power BI Account
- Data Sources
- Principles of Data Visualization
- Data Connectivity to SQL, Excel
- Data Modelling
- Various Visualization Methods
- Types of Visualizations
Topic 4: Creating Interactive Dashboards
- Building Basic Visualizations
- Designing Reports
- Creating an Interactive Dashboard
- DAX (Data Analysis Expressions)
- Advanced Analytics
- Custom Visuals
- Security and Administration
Topic 5: Interface Data Connection & Data Transformation
- Customizing Visualizations
- Data Transformation (DAX Queries)
- Statistical Analysis
- Performance Optimization
- Data Cleaning
- Design Principles
Topic 6: Data Visualization and Power BI Case Study/Project
- Perform a data analysis of a Supermarket store sales & profit using various Python libraries
- Create an Interactive Dashboard to Monitor Automobile Sales across India using various Visualization tools.
- Main Project: Power BI real-time applications
What You Could Become
Data Scientist
Data Analyst
Data Engineer
Course Completion Certificate
The Automotive Skill Development Council of India (ASDC) awards the Course Completion Certificate upon successfully completing the Data Science Course.
