Data Science • Python • SQL • Excel • Power BI • ML

Data Science Mastery

Master complete data science stack: Python programming, SQL databases, Excel analysis, Power BI visualization, and Machine Learning. Become a job-ready data scientist.

5 Months Duration
40+ Real Datasets
ML Algorithms
Industry Certification
₹24,999 ₹59,999 58% OFF
Enroll Now View Curriculum
Sales Analytics Dashboard
Python
SQL
Power BI
Revenue Analysis
↑ 15.2%
₹42.8M
Customer Segmentation
4 Clusters

K-Means clustering applied

92%
Accuracy
0.85
Silhouette
Sales Prediction
↑ 8.3%
₹5.2M

Next month forecast

Algorithm Random Forest
Data Quality
↑ 12.5%
98.2%

Clean data percentage

94%

Placement Rate Within 4 Months

₹8-25L

Average Data Scientist Salary

#2

Most In-Demand Tech Role

2.5M

Data Science Jobs by 2025

Curriculum

Complete 5-Month Curriculum

Master the complete data science stack from fundamentals to advanced machine learning

Module 1: Python Programming for Data Science

1 Month • Programming Fundamentals

  • Python Syntax & Data Types
  • NumPy for Numerical Computing
  • Pandas for Data Manipulation
  • Data Cleaning & Preprocessing
  • Data Visualization with Matplotlib & Seaborn
  • Object-Oriented Programming
  • Error Handling & Debugging
  • Working with APIs

Module 2: SQL & Database Management

1 Month • Data Storage & Retrieval

  • SQL Fundamentals & Queries
  • Advanced SQL (Joins, Subqueries)
  • Database Design & Normalization
  • PostgreSQL & MySQL
  • SQL for Data Analysis
  • NoSQL Databases (MongoDB)
  • Database Optimization
  • ETL Processes

Module 3: Advanced Excel for Data Analysis

1 Month • Business Analytics

  • Advanced Excel Functions
  • PivotTables & PivotCharts
  • Data Validation & Conditional Formatting
  • Power Query & Power Pivot
  • Macros & VBA Programming
  • Dashboard Creation
  • Financial Modeling
  • Statistical Analysis in Excel

Module 4: Power BI & Data Visualization

1 Month • Interactive Dashboards

  • Power BI Interface & Components
  • Data Import & Transformation
  • DAX Formulas & Measures
  • Interactive Dashboard Design
  • Advanced Visualization Techniques
  • Power BI Service & Sharing
  • Real-time Dashboard Creation
  • Power BI with Python Integration

Module 5: Machine Learning & Data Science

1 Month • Predictive Analytics

  • Statistics & Probability for ML
  • Supervised Learning Algorithms
  • Unsupervised Learning (Clustering)
  • Feature Engineering & Selection
  • Model Evaluation & Validation
  • Natural Language Processing
  • Time Series Forecasting
  • Deep Learning Fundamentals
Tools

Complete Data Science Toolset

Master industry-standard tools used by data professionals worldwide

Python Programming

Complete Python stack for data science including libraries and frameworks

Pandas NumPy Scikit-learn Matplotlib Seaborn TensorFlow

SQL Databases

Master database management and complex query writing for data extraction

PostgreSQL MySQL MongoDB Joins Subqueries Indexing

Advanced Excel

Master business analytics, financial modeling, and data manipulation in Excel

PivotTables Power Query VBA Macros Dashboards What-If Analysis Solver

Power BI

Create interactive dashboards and business intelligence reports

DAX Formulas Data Modeling Visualizations Power Query Power BI Service Mobile Reports

Data Science Libraries

Advanced machine learning and statistical analysis libraries

Scikit-learn Statsmodels NLTK XGBoost LightGBM Prophet
Projects

Real Data Science Projects

Build portfolio-worthy projects using the complete data science stack

Customer Churn Prediction

Build ML models to predict customer churn using Python and deploy insights in Power BI

Python Scikit-learn Power BI SQL

Sales Forecasting System

Time series forecasting with ARIMA and Prophet models, visualized in interactive dashboards

Time Series Prophet Excel Analysis Dashboard

Healthcare Analytics

Predict disease outcomes using patient data with classification algorithms

Classification Feature Engineering SQL Database Model Evaluation
Machine Learning

ML Algorithms Mastery

Master essential machine learning algorithms for real-world applications

Supervised Learning

Regression and classification algorithms for predictive modeling

Unsupervised Learning

Clustering and dimensionality reduction techniques

Ensemble Methods

Random Forests, Gradient Boosting, and model stacking

NLP

Text processing, sentiment analysis, and topic modeling

Careers

Data Science Career Opportunities

High-demand roles for complete data science professionals

Data Scientist

₹10-30 LPA

Build ML models and extract insights from complex data

Data Analyst

₹6-18 LPA

Analyze data and create reports for business decisions

Business Intelligence Analyst

₹8-22 LPA

Create dashboards and visualizations for business insights

ML Engineer

₹12-35 LPA

Build and deploy machine learning systems

Certification

Earn Data Science Certification

Get industry-recognized certification in complete data science stack

Certified Data Science Professional

Issued by Naya Prayog Academy

Validates comprehensive skills in Python, SQL, Excel, Power BI, and Machine Learning

Become a Data Science Expert

Master the complete data science stack and build a high-paying career in analytics

Enroll Now - ₹24,999 Free Career Consultation

14-day money-back guarantee • Job placement assistance • 40+ Projects