Course 04 Data & Analytics

Data Analytics & Visualization with AI

Turn raw data into business decisions. The skill every company is hiring for — with AI making you 10x faster.

12 weeks 24 sessions 2.5 hrs each Offline · Hybrid · Online
  • Data analyst role
  • Business intelligence career
  • Freelance data consulting
Apply Now → See pricing & schedule
Choose Your Mode
Offline + Hybrid
₹23,750
📍 In-person · Kothamangalam
₹31,750
EMI from ₹8,750 / month
Fully Online
₹21,250
Apply Now → View full pricing
Who is this for?

This course is built for you if…

Commerce & management students

Goal: Data analyst role at a corporate or tech company

Data analysis is the fastest-growing job in Kerala's IT and BFSI sector. This course gives you the exact skill set companies hire for — verified by a Kaggle and GitHub portfolio.

Engineering graduates

Goal: Pivot from development to data

Your engineering background is an advantage. This course builds on your logical thinking and takes you into data analytics, BI, and AI-powered analysis.

Working professionals

Goal: Data literacy for management and strategy

Stop relying on analysts to interpret data for you. Learn to read, query, and visualise data yourself — in Excel, SQL, and Power BI.

Business owners

Goal: Make data-driven decisions for your business

Stop guessing which products, campaigns, or channels perform best. Build a Google Analytics + Power BI dashboard that tells you exactly what's working.

Curriculum

What you’ll learn week by week

Phase 1 Weeks 1–3

Python for Data Analysis

Python
Week 1

Python fundamentals · Data types, loops, functions · Pandas introduction · Reading and cleaning CSV datasets · AI-assisted coding with Cursor

You build: Python script that cleans and analyses a real dataset
Week 2

Pandas deep dive · Data manipulation, groupby, merge · NumPy for numerical analysis · Dealing with missing data · AI pair programming

You build: Full EDA (exploratory data analysis) notebook — Kaggle ready
Week 3

Data visualisation with Matplotlib & Seaborn · Chart types and when to use them · Storytelling with data · AI-generated chart code

You build: Visual data story (published Kaggle notebook)
Phase 2 Weeks 4–5

SQL & Database Fundamentals

SQL
Week 4

SQL basics — SELECT, WHERE, GROUP BY, JOIN · MySQL Workbench · Real e-commerce database queries · AI SQL generation with ChatGPT

You build: SQL query set solving 20 real business questions
Week 5

Advanced SQL — subqueries, CTEs, window functions · Google BigQuery intro · Connecting SQL to Python (pandas + sqlalchemy)

You build: Full SQL data analysis project (published on GitHub)
Phase 3 Weeks 6–8

Power BI & Business Intelligence

Power BI
Week 6

Power BI fundamentals · Data import, transformation (Power Query) · DAX basics · Building your first dashboard

You build: Sales performance Power BI dashboard
Week 7

Advanced Power BI · DAX measures, calculated columns · Relationships · Advanced visuals · Publishing to Power BI Service

You build: Multi-page BI report for a real business scenario
Week 8

Google Looker Studio · GA4 data connection · Marketing dashboards · Tableau introduction · Dashboard design principles

You build: Live Looker Studio marketing dashboard (shareable link)
Phase 4 Weeks 9–10

Machine Learning Basics & AI for Analytics

ML Intro
Week 9

ML fundamentals — supervised vs unsupervised · Linear + logistic regression · Scikit-learn basics · Evaluating model performance

You build: Predictive model (customer churn or sales forecast)
Week 10

AI tools for analysts — ChatGPT for SQL, Python · AI data interpretation · Automated reporting with n8n · AI presentation of insights

You build: AI-assisted automated analytics report system
Phase 5 Weeks 11–12

Capstone & Portfolio

Capstone
Week 11

End-to-end data project · Data collection → cleaning → analysis → visualisation → presentation · Real Kerala business dataset

You build: Full end-to-end data analysis project
Week 12

Kaggle profile curation · GitHub portfolio setup · LinkedIn data profile · Capstone presentation · Career path session

You build: Published capstone with 3 Kaggle notebooks + GitHub profile
Tools & Tech

Everything you’ll master

Programming
Python 3PandasNumPyMatplotlibSeaborn
Databases & SQL
MySQLMySQL WorkbenchGoogle BigQueryPostgreSQL (basics)SQLAlchemy
BI & Visualisation
Power BILooker StudioTableau PublicExcel (advanced)Google Sheets
ML & AI
Scikit-learnJupyter NotebooksCursor (AI coding)ChatGPT (for SQL/Python)Google Colab
Portfolio Platforms
KaggleGitHubLinkedInNotion portfolioPower BI Service
Your Portfolio

Real deliverables. Real work.

Week 2

Kaggle EDA notebook

Full exploratory data analysis of a real dataset — published publicly on Kaggle with 500+ views.

Portfolio: Kaggle public notebook
Week 5

SQL analysis project

20+ business questions answered with SQL queries on a real e-commerce database.

Portfolio: GitHub repository
Week 7

Power BI business dashboard

Multi-page interactive BI report solving a real business problem — published on Power BI Service.

Portfolio: Power BI share link
Week 8

Looker Studio dashboard

Live Google Analytics 4 + marketing data dashboard, shareable via link.

Portfolio: Looker Studio share link
Week 12

Capstone data project

Full end-to-end project: data from a real Kerala business, complete analysis, BI dashboard, and presentation.

Portfolio: Kaggle + GitHub + PowerPoint
Internship & Placement

Real work experience guaranteed

External Placement
Location & Campus

Offline classes in Kothamangalam

Beeps Digital - AI & Automation Academy
Nellikuzhi, Kothamangalam, Ernakulam, Kerala 686691

Easily reachable from

  • Muvattupuzha15 min
  • Perumbavoor30 min
  • Aluva40 min
  • Ernakulam / Kochi45 min

Weekend and evening batches available for working professionals across Ernakulam district. Online live-stream batches open to students outside Kerala.

Apply Now →
Pricing

Invest in your future at your pace

Offline
In-person at campus
₹31,750 ₹23,750
📍 Kothamangalam centre
Hybrid
Campus + live-stream
₹31,750 ₹23,750
Same fee as Offline
Fully Online
Live-stream from anywhere
₹21,250
Apply & Enrol →

Pay in instalments

Offline + Hybrid
WhenAmountNote
Day 1₹8,750Pay on enrollment
Week 4₹7,500After 4 weeks
Week 8₹7,500After 8 weeks
Online / Live-stream
WhenAmountNote
Day 1₹7,750Pay on enrollment
Week 4₹6,750After 4 weeks
Week 8₹6,750After 8 weeks

What’s included

  • 24 live sessions
  • Recordings within 24 hrs
  • 4-week external internship
  • Certificate
  • LOR
  • LinkedIn recommendation
  • Kaggle + GitHub setup
  • Resume review
  • SQL test prep pack
  • Portfolio review
  • Alumni Telegram + Discord
  • Mock technical interview

Ready to start? Seats are limited per batch.

Apply Now — Secure Your Seat →
FAQ

Common questions answered

Do I need to know Python before joining?
No. Week 1 starts from Python basics. We use AI coding tools like Cursor to help you move faster even as a beginner.
Why is the internship external only (not in-house)?
Data analytics requires real company data environments. Beeps Digital is a marketing agency — we can't provide meaningful data science work internally. Our Infopark/Technopark partners give you the right environment.
Is Kaggle really useful for getting a job?
Extremely. Kerala IT companies at Infopark specifically look for Kaggle profiles. A public notebook with 500+ views acts as a verified work sample — better than any certificate.