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: Introduction to Real-Time Data Science Applications
- Data Streams
- Stream Processing
- Event Driven Architecture
- Real-Time Analysis
- Latency and Throughput
- Fault Tolerance
- Data Integration and Machine Learning
- Security and Privacy
Topic 2: Hands-on Data Handling and Data Analysis
- Data Handling Using Numpy
- Obtaining Data Set
- Filtering Data Using Numpy Algorithms
- Data Analysis using Pandas
- Testing and Training Models
- Data Visualization using Matplotlib, Seaborn
- Line Charts and Histograms
Topic 3: Creating Dashboards in Excel
- Organizing Data
- Creating Pivot Tables
- Inserting Charts
- Arranging Charts
- Adding Slicers
- Formatting Dashboards
- Sales Dashboard Creation
Topic 4: Introduction to R-Programming
- R-Programming Syntax and Data Types
- Data Structures (Matrices, Lists, etc.)
- Basic Operations (Arithmetic, Relational, Logical)
- Conditional Statements
- Loops and Functions
- Data Manipulation in R
- Statistical Analysis
Topic 5: Statistical Concepts
- Working on Mean
- Standard Deviation
- Mode and Median
- Variance
Topic 6: Quantitative Data and Qualitative Data
- Data Visualization with ggplot
- Frequency Distribution
- Regression Analysis
- Data Frames in R
- Data Cleaning in R
- Hypothesis Testing
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.
