India’s Only Data Science Program Backed by 5 Leading Companies -
Data Science Elite Course

Foundations of Data Science

Data wrangling and transformations

Different types of charts to visualize data, Descriptive Statistics

Storytelling with Data and Case Studies

Data sources and connections

Data transformation and cleansing

Interactive reports and dashboards using Plotly

Visualizations, Measures and Calculated Columns, Filters, Slicers

Introduction to databases, Basic queries, operators and functions

Data Types, Primary key, Foreign key

Group by with Having, Joins

Subqueries, Window Functions, Common Table Expressions (CTEs)

Variables, Data types, Loops, Functions, Lists, Tuples, Dictionaries

Pandas for Data Manipulation, Data Cleaning

NumPy for Numerical Computations, Arrays

Exploratory Data Analysis

Overview of ML algorithms, Linear Regression

Anomaly detection and metrics, Train-test split

Clustering (K-means), Visualizing clusters

Machine Learning Project with streamlit

Gen AI basics, Language Models

Hugging Face tokens, Model Fine-Tuning and Customization

Applications of Generative AI

Automating workflows with n8n, Ethical Considerations

Introduction to Excel

Data manipulation, cleaning, and formatting

Formulas and functions, Pivot tables and Charts

Data analysis using Excel

Creating and Working with Different Chart Types

Data Visualizations with Filters, Hierarchies, and Drilldowns

Creating Dashboards and Stories

Advanced Functions: Parameters, Forecasting, and Relationships

Basics of Cloud Computing and Azure Fundamentals

Introduction to Azure SQL Database and Data Factory

Working with Azure Databricks for big data processing

Integration with Delta Lake and Azure Synapse Analytics