Data Science

Data Science is a comprehensive course designed to help learners understand how data is collected, cleaned, analyzed, and transformed into meaningful insights. This course focuses on building a strong foundation in data analysis, statistics, data visualization, and Python programming used in real-world applications.

Through real-world datasets and hands-on projects, students will learn how to explore data, identify patterns, analyze trends, and present insights effectively. By the end of the course, you will be able to solve real-world data problems, support data-driven decisions, and apply data science techniques confidently in practical scenarios.

Certified Programs
Lifetime Access
Expert Instructors
ElyteSpark Data Science

Discover Our Course Modules

Overview of Data Analysis. Roles and responsibilities of a Data Analyst. Applications and importance of data analytics in various industries.

Data collection methods: APIs, web scraping, databases. Data cleaning and preprocessing techniques. Handling missing data and outliers.

Data visualization using Matplotlib and Seaborn. Statistical analysis: measures of central tendency, dispersion, correlation. Feature engineering techniques.

Probability theory and distributions. Hypothesis testing and confidence intervals. Linear regression and its extensions for analytical insights.

Supervised learning: regression and classification metrics. Unsupervised learning: clustering and data grouping. Model evaluation and validation techniques for analysts.

Introduction to Big Data ecosystems. Processing and analyzing large datasets using distributed computing tools. Data streaming and real-time analytics for analysts.

Association rule mining and frequent pattern tracking. Text preprocessing techniques. Sentiment analysis and topic modeling for unstructured text data.

Introduction to deep learning data patterns. Time series analysis and forecasting. Ethical considerations and bias in data analysis. Case studies and practical applications.

Hyperparameter tuning (Grid Search, Random Search). Ensemble methods (XGBoost, LightGBM). Feature selection & dimensionality reduction (PCA). Handling imbalanced datasets.

Model serving and API integration using Flask / FastAPI. Docker & containerization basics. CI/CD pipelines for analytical models. Model tracking and version control.

Working with LLMs and transformer models. Advanced NLP tools for analysts. Prompt engineering techniques. Building text-processing chatbots and AI workflow assistants.

Translating complex data into clear insights. Dashboard creation (Power BI / Tableau). KPI tracking & decision frameworks. Data storytelling & presentation skills for stakeholders.

End-to-end data analysis project. Real-world datasets & problem solving. Team collaboration & agile workflow. Data processing → reporting pipeline. Industry-style documentation.

Build portfolio (GitHub + projects). Resume optimization for Data Analyst roles. Mock interviews (SQL, Python, statistics, case studies). Project showcase. Career roadmap: Data Analyst.
Key Benefits
What you’ll gain by enrolling in this Data Science course
Lifetime Access
Live Mentorship by Experts
Training Completion Certificate
Internship Completion Certificate
40+ Hours of Live Classes
2 Industry-Based Live Projects
Weekly Quiz, Tests & Assignments
Mobile & Desktop Access

Explore the Data Science Course Brochure

The Data Science program is designed to build a strong foundation in data handling, statistical analysis, and data-driven decision making. This course focuses on understanding data, extracting meaningful insights, and presenting results using modern tools and techniques.

Learners will work with real-world datasets to perform data cleaning, exploratory data analysis, data visualization, and reporting. By the end of the program, you will be confident in analyzing complex data, interpreting trends, and supporting business and research decisions using Data Science principles.

Choose the Right Plan for Your Growth

Self Paced

6999

Learn at Your Own Pace

Basic Plan Includes:
  • Recorded Sessions
  • Hands-on Practical Projects
  • Training Completion Certificate
  • Internship Completion Certificate
  • Doubt Clearing Support
  • Live Interactive Sessions
  • Mentor Guidance
  • Weekly Quizzes & Assignments
  • Placement Assistance
Enroll Now
Mentor Led

9999

Learn with Expert Mentor

Basic Plan Includes:
  • Recorded Sessions
  • Hands-on Practical Projects
  • Training Completion Certificate
  • Internship Completion Certificate
  • Doubt Clearing Support
  • Live Interactive Sessions
  • Mentor Guidance
  • Weekly Quizzes & Assignments
  • Placement Assistance
Enroll Now
Professional

15999

Advanced Career Support

Basic Plan Includes:
  • Recorded Sessions
  • Hands-on Practical Projects
  • Training Completion Certificate
  • Internship Completion Certificate
  • Doubt Clearing Support
  • Live Interactive Sessions
  • Mentor Guidance
  • Weekly Quizzes & Assignments
  • Placement Assistance
  • ATS Resume Checker
  • Integrated Job Portal
Enroll Now
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FAQ

Frequently Asked Questions

Everything you need to know before enrolling.

What certificates will I receive?
You receive a Training Completion Certificate and an Internship Completion Certificate on completing the program.
Do I get lifetime access to the course?
Yes. Once you enroll, you get lifetime access to the course content, so you can revisit any module whenever you need a refresher.
Which plan should I choose?
Choose Self Paced if you prefer learning on your own, Mentor Led if you want expert guidance, or Professional for advanced career support. Compare the plans above to see exactly what each one includes.
Can I get a discount on enrollment?
Yes. If a friend refers you through our Refer & Earn program, you get 10% off, applied automatically at checkout. Visit our Refer & Earn page for details.
Who do I contact if I have more questions?
Reach our support team on WhatsApp at +91 76250 50301 or email info@elytespark.in. We are available Monday to Saturday, 9:00 AM – 6:00 PM IST and respond within 24 hours.