Data Analytics With Python Launchpad

Program Overview

Program Name	Data Analytics With Python Launchpad
Domain / Stream	DATABASE - SQL
Duration	1 Month (4 Weeks)
Mode	Online (Self-Paced + Weekly Tasks)
Certificate	Yes — MSME & ISO 9001:2015 Certified
Program Fee	₹999 ₹499 50% OFF (One-Time)
Student Rating	★★★★★ 4.8 / 5 by 1000+ students
Offer Letter	Issued on Enrollment
Issued By	Shiva Tech Innovations (UDYAM-WB-14-0205610)

Program Details & Curriculum

Program Highlights

The most practical analytics combination in the Indian job market. This 30-day internship teaches you to extract, clean, analyse, and visualise data using both SQL and Python together — the exact workflow used by data analysts at banks, e-commerce companies, startups, and consulting firms. Every module is crafted by expert mentors to Vidya standards. Vidya AI operates at every interactive zone, evaluating your work, correcting your thinking, and guiding you at every step.

Who Is This For

Profile	Details
Students	BCA, B.Tech, BSc (CS/IT/Maths/Statistics), MCA, MBA
Working Professionals	Freshers or early-career switching to data analytics roles
Prerequisites	Basic computer knowledge. No prior SQL or Python required
Goal	Job-ready data analytics skills using both SQL and Python with a portfolio and a verified certificate

What You Will Learn

Skill Area	What You Will Be Able to Do
SQL for Analytics	Query, filter, aggregate, join and optimise real databases
Advanced SQL	Write subqueries, CTEs, window functions and business KPI queries
Python with Pandas	Clean, process and transform real datasets efficiently
Exploratory Data Analysis	Find patterns, outliers and business insights from raw data
Data Visualisation	Build charts and dashboards using Matplotlib and Seaborn
Statistics for Analytics	Apply distributions, correlation and hypothesis thinking
Report Automation	Automate business reports using Python
End-to-End Pipeline	Take raw data all the way to a portfolio-ready deliverable using both tools

Program Structure at a Glance

Parameter	Detail
Duration	30 Days
Total Levels	8 Levels
Total Projects	5 Hands-On Projects
Content Standard	Crafted by expert mentors to Vidya standards
AI Mentor	Vidya AI — active at every interactive zone
Learning Format	Expert-designed videos + interactive zones
Final Tasks	5 Tasks — complete any 2
Tools Used	SQLiteOnline for SQL, JupyterLite for Python — both run entirely in browser
Certificate	Verified, issued after admin review and approval

Phase-wise Breakdown

Phase	Days	What Happens
Onboarding	Day 1–2	Application review, offer letter, platform orientation, environment setup
Learning Phase	Day 3–15	8 levels with expert videos, interactive zones, and MCQ gates at each level
Final Task Phase	Day 15–29	Choose 2 of 5 tasks, build independently, record, post on LinkedIn, submit

Level-wise Detailed Syllabus

Level 1 — The Spawn Point (Days 3–4)

Module	Tool	Topic
1.1	SQL	Databases in the real world — tables, rows, columns, thinking in data
1.2	SQL	SELECT, WHERE, ORDER BY — asking questions to data
1.3	Python	Python as a data tool — not a coding language

Level 2 — First Blood (Days 4–5)

Module	Tool	Topic
2.1	SQL	Filtering and aggregations — GROUP BY, HAVING, COUNT, SUM
2.2	SQL	Joins — combining tables like a real analyst
2.3	Python	Pandas basics — your first real dataset

Project 1 unlocks here — Sales Data Exploration

Level 3 — Grinding Zone (Days 5–7)

Module	Tool	Topic
3.1	SQL	Subqueries and nested logic — real business questions
3.2	Python	Data cleaning — handling nulls, duplicates, dirty data
3.3	Python	Grouping, filtering and aggregation with Pandas

Level 4 — Skill Unlock (Days 7–9)

Module	Tool	Topic
4.1	SQL	Views, indexes and query optimisation — writing fast queries
4.2	Python	EDA — reading what data is trying to say
4.3	Python	Patterns, outliers and anomalies in real datasets

Project 2 unlocks here — Customer Behavior Analysis

Level 5 — Power User (Days 9–11)

Module	Tool	Topic
5.1	SQL	Window functions — RANK, ROW_NUMBER, LAG, LEAD
5.2	Python	Matplotlib — telling stories with plots
5.3	Python	Seaborn — beautiful visuals from messy data

Project 3 unlocks here — Retail Dashboard (Built live inside module)

Level 6 — Boss Arena (Days 11–12)

Module	Tool	Topic
6.1	SQL	Complex joins, CTEs and temp tables — pro level queries
6.2	Python	Statistics that actually matter — mean, median, std, correlation
6.3	Python	Hypothesis thinking and distribution — real analyst mindset

Level 7 — Elite Tier (Days 12–13)

Module	Tool	Topic
7.1	SQL	Business KPI queries — revenue, churn, retention, growth
7.2	Python	Automating reports — from raw data to output
7.3	Python	Business intelligence thinking — from question to insight

Project 4 unlocks here — Business KPI Report

Level 8 — Final Boss (Days 13–15)

Module	Tool	Topic
8.1	SQL	Real-world database design and analytics schema
8.2	Python	End-to-end pipeline — clean, analyse, visualise
8.3	Both	Industry simulation — real brief, real data, real delivery

Project 5 unlocks here — End-to-End Analytics Pipeline

Hands-On Projects and What You Will Build

Project	Unlocks After	What You Build
Project 1 — Sales Data Exploration	Level 2	SQL queries to extract and summarise sales data, loaded into Python for display and basic analysis
Project 2 — Customer Behavior Analysis	Level 4	SQL extracts customer transactions, Python EDA finds patterns and answers 5 business questions
Project 3 — Retail Dashboard	Level 5	SQL pulls product and sales data, Python builds full visual dashboard — trends, top products, regional performance. Built live inside module
Project 4 — Business KPI Report	Level 7	SQL calculates revenue, churn and retention KPIs, Python automates the report and presents insights professionally
Project 5 — End-to-End Analytics Pipeline	Level 8	Raw data to SQL cleaning and extraction to Python analysis to visualisation to insight delivery — full industry cycle

Assessment and Progression Rules

Rule	Detail
Gate Type	MCQ assessment at the end of every level
Gate Score	Must pass to unlock the next level
Level Unlock	Sequential — next level opens only after gate is cleared
AI Evaluation	Vidya AI grades short answers and open-ended responses in real time
No Shortcuts	Levels cannot be skipped or accessed out of order

Expert Mentors and Vidya AI

Every module — the concepts, examples, exercises, assessments, and challenge problems — is designed by expert mentors to Vidya standards. The progression is deliberate, every concept builds on the previous one, and nothing is filler.

Vidya AI operates at the top layer across every interactive zone.

What Vidya AI Does	How It Helps You
Checks every answer in exercises and quizzes	Immediate, accurate feedback at every step
Explains why a wrong answer is wrong	You understand the mistake, not just that you made one
Provides contextual hints when you are stuck	Guided toward the answer, not left without direction
Evaluates short-answer and open-ended responses	AI-graded feedback beyond multiple choice
Tracks performance across every zone	Nothing slips through unnoticed
Responds to doubts in real time	A mentor available at every moment of learning

Final Task Phase

After clearing all 8 levels, your Final Task Page unlocks on Day 15.

Step	Action
Step 1	Review all 5 tasks and choose any 2
Step 2	Complete your chosen tasks independently on your own machine
Step 3	Record your screen showing the completed solution
Step 4	Post your recording on LinkedIn professionally
Step 5	Submit your LinkedIn post URL on the platform before Day 29
Step 6	Our team reviews and approves your submission
Step 7	Certificate is generated in your dashboard

Certificate and Recognition

Upon completing all levels, passing all assessments, and getting your final submission approved, you receive a verified internship certificate issued by Vidyawan.

What Makes This Certificate Different
Every level was assessed — not just attended
Final project was independently built and screen-recorded
Submission was reviewed and approved before certification was granted
LinkedIn-published work creates a public, verifiable portfolio presence

Career Benefits and Next Steps

Benefit	Detail
Job-Ready Skills	SQL, Python, Pandas, EDA, Matplotlib, Seaborn, Statistics, KPI Reporting, Report Automation
Portfolio Projects	5 real projects, 2 independently built and published
LinkedIn Presence	Work published publicly — visible to recruiters
Verified Certificate	Shareable on LinkedIn and resume
Roles You Can Target	Data Analyst, Business Analyst, MIS Executive, Reporting Analyst, SQL Developer

Performance Badge System

Students are awarded performance badges based on their quiz scores, task completion, and overall engagement.

🥇 Gold Badge

90%+ score & 4+ projects completed

🥈 Silver Badge

Consistent performance — 70–89%

🥉 Participant Badge

All learners who complete the program

Certificates You Will Receive

Verify Existing →

Upon successful completion you receive a Government-Recognised Certificate from Vidyawan — a registered MSME enterprise (UDYAM-WB-14-0205610), governed under ISO 9001:2015 quality standards.