Success stories from Our Students

Discover how our students transformed their skills into successful tech careers through hands-on training, mentorship, and real-world project experience.

Dharanya Selvaraj

Accenture

In the Information Technology field, staying updated with current skills is crucial, and Code Purple Academy ensured I was well-prepared.Read More

Shanjana Suresh

Billion Face

Code Purple Academy helped me learn new skills and coding languages while also giving me valuable insight into the IT sector.Read More

Sri Hari

Coastal Aquaculture Research Institute Pvt. Ltd

Joining Code Purple Academy has been a game-changer for me. I was able to stay updated with the latest trends in the development field.Read More

Kishore

Billion Face

The Full Stack Development course at Code Purple Academy provided me with a solid foundation in both front-end and back-end technologies.Read More

Subash

ResultueTechno

Code Purple Academy provided exceptional mentor support, daily tasks, and updates, which kept me on track throughout my learning journey.Read More

Sai

TCS

Coming from an ECE background, Code Purple Academy helped me transition into coding, making me well-versed in Read More

Siva

Renault Nissan Technology & Business Centre India

Code Purple Academy played a significant role in securing my job at Renault Nissan Technology & Business Centre India.Read More

Andrea Lincy

Haashtag HSI Pvt Ltd

Code Purple Academy played a key role in helping me secure my position at Haashtag HSI Pvt Ltd.Read More

S. Mano Priya

Brand Mindz Global Technology

I’m truly grateful for the valuable learning experience I gained through the Front-End & UI/UX Design course at Code Purple Academy.Read More

Amuthapriya K

Slash Lab

My journey with the Code Purple Full Stack Development course was very useful and confidence-building.Read More

Abiilesh

Quest global

Code Purple Academy’s Data Analytics program helped me build strong analytical skills and understand how to work with real-world data.Read More

S.Nandhakumar

Gamantic

The Full Stack Development course at Code Purple Academy helped me understand how modern websites are built from start to finish.Read More

Harish T

Ascend Technologies

My experience with the Code Purple Full Stack with Python course was highly beneficial. The training helped me understand Read More

Sathya Sri

Stutzen Technologies

My experience with the Code Purple Full Stack with Python course was highly beneficial. The training helped me understand Read More

Manikandan

Platinum Software

My mom thought I was playing games. Code Purple made sure I was building them.Read More

Nandhini

Shiash Focus on Deliverables

Stack Overflow used to answer my questions. Now it asks mine.Read More

Nikeathana

ML Engineer, Cognizant

My experience with Code Purple Academy’s Data Science course was very valuable and helped me build a strong foundation in data science and machine learning.Read More

Dharshini

Associate Data Scientist, Accenture

Code Purple Academy’s Data Science course gave me a clear understanding of the concepts and practical skills required to work with data.Read More

Menaka

Full Stack Developer, Cognizant

My experience with Code Purple Academy’s Full Stack Development course was very practical and helpful in building my development skills.Read More

Mithra

Software Engineer, Zoho

Code Purple Academy’s Full Stack Development program gave me a strong practical understanding of modern web development.Read More

Aaradhaya

Data Scientist, Honeywell

My journey with Code Purple Academy’s Data Science course was a very informative and rewarding experience.Read More

Dharanya Selvaraj

Accenture

In the Information Technology field, staying updated with current skills is crucial, and Code Purple Academy ensured I was well-prepared.Read More

Shanjana Suresh

Billion Face

Code Purple Academy helped me learn new skills and coding languages while also giving me valuable insight into the IT sector.Read More

Sri Hari

Coastal Aquaculture Research Institute Pvt. Ltd

Joining Code Purple Academy has been a game-changer for me. I was able to stay updated with the latest trends in the development field.Read More

Kishore

Billion Face

The Full Stack Development course at Code Purple Academy provided me with a solid foundation in both front-end and back-end technologies.Read More

Subash

ResultueTechno

Code Purple Academy provided exceptional mentor support, daily tasks, and updates, which kept me on track throughout my learning journey.Read More

Sai

TCS

Coming from an ECE background, Code Purple Academy helped me transition into coding, making me well-versed in Read More

Siva

Renault Nissan Technology & Business Centre India

Code Purple Academy played a significant role in securing my job at Renault Nissan Technology & Business Centre India.Read More

Andrea Lincy

Haashtag HSI Pvt Ltd

Code Purple Academy played a key role in helping me secure my position at Haashtag HSI Pvt Ltd.Read More

S. Mano Priya

Brand Mindz Global Technology

I’m truly grateful for the valuable learning experience I gained through the Front-End & UI/UX Design course at Code Purple Academy.Read More

Amuthapriya K

Slash Lab

My journey with the Code Purple Full Stack Development course was very useful and confidence-building.Read More

Abiilesh

Quest global

Code Purple Academy’s Data Analytics program helped me build strong analytical skills and understand how to work with real-world data.Read More

S.Nandhakumar

Gamantic

The Full Stack Development course at Code Purple Academy helped me understand how modern websites are built from start to finish.Read More

Harish T

Ascend Technologies

My experience with the Code Purple Full Stack with Python course was highly beneficial. The training helped me understand Read More

Sathya Sri

Stutzen Technologies

My experience with the Code Purple Full Stack with Python course was highly beneficial. The training helped me understand Read More

Manikandan

Platinum Software

My mom thought I was playing games. Code Purple made sure I was building them.Read More

Nandhini

Shiash Focus on Deliverables

Stack Overflow used to answer my questions. Now it asks mine.Read More

Nikeathana

ML Engineer, Cognizant

My experience with Code Purple Academy’s Data Science course was very valuable and helped me build a strong foundation in data science and machine learning.Read More

Dharshini

Associate Data Scientist, Accenture

Code Purple Academy’s Data Science course gave me a clear understanding of the concepts and practical skills required to work with data.Read More

Menaka

Full Stack Developer, Cognizant

My experience with Code Purple Academy’s Full Stack Development course was very practical and helpful in building my development skills.Read More

Mithra

Software Engineer, Zoho

Code Purple Academy’s Full Stack Development program gave me a strong practical understanding of modern web development.Read More

Aaradhaya

Data Scientist, Honeywell

My journey with Code Purple Academy’s Data Science course was a very informative and rewarding experience.Read More

Connecting Trained Talent with Industry

We connect trained, industry ready students with companies seeking skilled talent, creating value for both employers and future professionals.

The Only Course You Need

CodePurple takes you from zero to job-ready — data analysis, machine learning, and AI tools.

Chapters

103

Lessons

Months

Curriculum

Syllabus Overview

A practical, project-based syllabus built to make you job-ready in Data Science.

Chapter 01

Business Statistics & Probability

6 topics — Chapter 1

This phase builds the statistical foundation required for data science. Students will learn to summarize and visualize data, understand probability and distributions, perform hypothesis tests, and apply statistical concepts to real-world business problems such as customer churn and A/B testing.

1Descriptive Statistics — I
2Descriptive Statistics — II
3Probability & Distributions
4Hypothesis Testing
5A/B Testing & Bayesian Thinking
6Practice — Customer Churn Analysis

Chapter 02

Excel & Data Tools

11 topics — Chapter 2

This phase develops practical spreadsheet and data-handling skills for data science. Students will learn Excel functions, data cleaning, Power Query, PivotTables, dashboards, Power Pivot, DAX, Python spreadsheet automation, and Google Sheets collaboration through real-world projects and assessments.

1Excel Interface & Core Functions
2Data Cleaning & Validation
3Power Query — Day 1
4Power Query — Day 2
5Pivot Tables & Dashboards — Day 1
6Pivot Tables & Dashboards — Day 2
7Power Pivot & DAX in Excel
8Python Automation for Spreadsheets
9Excel Case Study — Sales Analysis
10Google Sheets & Collaboration — Day 1
11Google Sheets & Collaboration — Day 2

Chapter 03

SQL & Modern Data Querying

12 topics — Chapter 3

This phase develops strong SQL skills for data analysis and modern data engineering workflows. Students will learn SQL fundamentals, aggregations, joins, subqueries, CTEs, window functions, query optimization, cloud databases, dbt, database security, and NoSQL concepts through practical datasets and assessments.

1SQL Foundations
2Aggregation & GROUP BY
3Joins
4Subqueries & CTEs
5Window Functions
6CASE, String & Date Functions
7Query Optimization & Indexing
8Cloud Databases
9dbt — Data Build Tool
10Views, Stored Procedures & Security
11Practice — HR Analytics Dataset
12NoSQL & Document Databases

Chapter 04

Python for Data Science

19 topics — Chapter 4

This phase develops practical Python skills for data science, progressing from Python foundations to Pandas, NumPy, data visualization, EDA, feature engineering, preprocessing, dashboards, API integration, Git/GitHub, and cloud-based data science workflows.

1Python Foundations
2Functions & Modules
3OOP — Essentials Only
4File Handling & Exception Handling
5Pandas — Data Manipulation — Day 1
6Pandas — Data Manipulation — Day 2
7NumPy — Numerical Computing
8Matplotlib & Plotly
9Seaborn & Advanced Visualization
10Exploratory Data Analysis (EDA)
11Feature Engineering
12Encoding & Preprocessing
13Streamlit — Python Dashboarding
14API Integration & Data Collection
15Case Study — Customer Segmentation
16Git, GitHub & Collaboration
17GitHub Actions — Basic CI Pipeline
18Cloud Compute for Data Science
19SageMaker Studio — Introduction

Chapter 05

Power BI (with Copilot)

7 topics — Chapter 5

This phase develops practical Power BI skills for business intelligence and data analytics. Students will learn to connect and clean data, build data models, write DAX measures, create interactive dashboards, work with AI-powered visuals, and publish reports through Power BI Service.

1Power BI Interface & Connecting Data
2Power Query in Power BI
3Data Modelling & Relationships
4DAX — Data Analysis Expressions
5Interactive Dashboards & Visuals
6Case Study — HR Analytics Dashboard
7Power BI Service & Governance

Chapter 06

Tableau & Python Dashboarding

5 topics — Chapter 6

This phase expands dashboarding skills beyond Power BI. Students will learn Tableau for data visualization, calculated fields, LOD expressions, filters, dashboards, and storytelling, along with Python-based dashboarding using Plotly Dash and Google Looker Studio. The chapter concludes with an integrated project comparing multiple dashboarding platforms.

1Tableau Desktop — Interface & Data
2Calculated Fields, LOD & Filters
3Dashboards & Stories
4Plotly Dash — Python Dashboarding
5Google Looker Studio

Chapter 07

Machine Learning & MLOps

14 topics — Chapter 7

This phase introduces the fundamentals of machine learning and takes students through regression, classification, tree-based models, SVM, KNN, clustering, dimensionality reduction, and model evaluation. Students will also work on practical ML case studies and learn essential MLOps concepts including FastAPI deployment, MLflow experiment tracking, and responsible AI practices.

1Introduction to Machine Learning
2Regression & Regularization
3Logistic Regression & Classification
4Decision Tree & Random Forest
5SVM & KNN
6Evaluation Metrics Deep Dive
7Hyperparameter Tuning
8Clustering — K-Means, DBSCAN & Hierarchical
9Dimensionality Reduction — PCA, t-SNE & UMAP
10Case Study — House Price Prediction
11Case Study — Customer Segmentation
12MLOps — Model Deployment with FastAPI
13MLflow & Experiment Tracking
14AI Ethics & Responsible ML

Chapter 08

Advanced Machine Learning & AI Ethics

6 topics — Chapter 8

This phase advances students from foundational machine learning into powerful boosting algorithms, model explainability, production monitoring, and real-world risk and fraud applications. Students will work with XGBoost, LightGBM, CatBoost, SHAP, LIME, and drift detection while completing practical projects involving credit risk, loan defaults, and fraud detection. The chapter concludes with an end-to-end advanced ML assessment.

1Gradient Boosting & XGBoost
2LightGBM & CatBoost
3Model Explainability — SHAP & LIME
4Model Monitoring & Drift Detection
5Project Day 1 — Credit Risk & Fraud Detection
6Project Day 2 — Loan Default Prediction

Chapter 09

Deep Learning, NLP & LLM Engineering

13 topics — Chapter 9

This phase moves students from neural-network fundamentals into modern deep learning, computer vision, transformers, NLP, vector databases, RAG, LLM fine-tuning, and AI agents. Students will progress from building neural networks and CNNs to using Hugging Face models, semantic search, retrieval-augmented generation, parameter-efficient fine-tuning, and LangGraph-based agent workflows. The chapter concludes with a full end-to-end data science and AI capstone.

1Neural Networks & PyTorch
2Convolutional Neural Networks (CNN)
3Transformer Architecture
4Hugging Face Ecosystem
5Case Study — Image Classification & Sentiment Analysis
6Prompt Engineering for Practitioners
7Project — Deep Learning
8Modern NLP Pipeline
9Vector Databases & Semantic Search
10RAG — Retrieval-Augmented Generation
11LLM Fine-Tuning
12AI Agents & LangGraph
13Capstone — Full Data Science & AI Pipeline

Chapter 10

Placement Preparation

4 topics — Chapter 10

Placement Preparation focuses on job readiness, including resume building, interview techniques, and portfolio development to effectively showcase your skills and secure a position in the tech industry.

1Resume Building
2Interview Techniques
3Portfolio Development
4Showcasing Your Skills

Chapter 11

Profile Building

3 topics — Chapter 11

Profile Building: LinkedIn, HackerRank focuses on optimizing your LinkedIn profile and leveraging HackerRank to display your coding skills, helping you enhance your professional image and increase job opportunities.

1LinkedIn Optimization
2HackerRank Profile
3Professional Branding

Chapter 12

Mock Interviews & GD

3 topics — Chapter 12

Mock Interviews & Group Discussions provides practice through simulated interviews and collaborative discussions, enhancing your communication skills, interview performance, and ability to work effectively in team settings.

1Mock Technical Interviews
2Group Discussions
3Communication & Team Skills

4.7/5

Google Rating

(Based on 500+ verified reviews)

More Than Reviews.
Real Career Transformations

Real feedback from learners who trusted Code Purple for their tech careers.

▶

Joining the Data Science course at Code Purple has been one of the best decisions I’ve made for my career. I came in with a lot of doubts, but the trainers here made everything feel possible. Their patience, clarity, and genuine effort toward each student mean a lot. The atmosphere is positive, and working on real-time projects really opened my eyes to how the industry works. I’m truly happy with my progress and would recommend this academy to anyone who wants to grow in a supportive environment.

Haripriya

★★★★★

They Learned It. Then They Built It.

From data concepts to real predictions — see how our students apply data analysis, machine learning, and AI to solve real business problems.

Sushmitha P.

BCA Student · Full Stack Development

A responsive personal portfolio website designed to showcase professional experience, technical skills, projects, education, and contact information. The website provides a clean and interactive interface that allows visitors to explore projects and learn more about the developer's background and capabilities.

#React
#Next.js
#Tailwind CSS

View Project →

Shanjana Suresh

UI/UX Designer · Billion Face

This project is a modern organic e-commerce website that allows users to explore and shop for a wide range of natural and organic products. It includes product categories, featured products, offers, best sellers, customer reviews, and brand sections. The website provides a clean and user-friendly interface with product cards, pricing, discounts, and shopping-related features. It is designed to provide a smooth and responsive shopping experience across different screen sizes.

#HTML5
#CSS3
#JavaScript
#Responsive Web Design
#Vercel

View Project →

Dharanya Selvaraj

Data Analyst · Accenture

A frontend-only e-commerce storefront for a fictional neighbourhood grocery in Mylapore, Chennai. It sells fresh produce, dairy, bakery, pantry staples and beverages with same-day delivery, and the whole shopping journey — browse, filter, add to cart, apply a promo code, check out — runs entirely in the browser with no server, no database, and no API calls.

#TypeScript
#React
#Vercel

Verdant Grocers neighbourhood grocery storefront

View Project →

Sri Hari

Engineering Intern · Coastal Aquaculture

CRM Pro is a modern customer relationship management dashboard designed to manage leads, customers, sales activities, and business operations from a centralized interface. It provides a clean dashboard with analytics, tables, navigation, and management sections for easy data monitoring. The interface is designed with a professional SaaS-style layout and responsive components. It focuses on making CRM workflows simple, organized, and easy to manage.

#React
#Next.js
#TypeScript
#Tailwind CSS

CRM Pro sales pipeline dashboard with analytics and navigation

View Project →

Kishore

Full Stack Developer · Billion Face

Loom & Larch — Furniture E-commerce Website. A modern, premium furniture brand website designed to showcase handcrafted furniture made from natural materials such as solid walnut, oak, undyed wool, and travertine. The website presents the brand's product collection, craftsmanship, materials, showroom information, and sustainability philosophy through an editorial-style, visually focused interface. It also includes product browsing and a frontend shopping-cart experience.

#React / Next.js
#CSS / Tailwind CSS
#JavaScript

View Project →

Subash

Full Stack Developer · ResultueTechno

This project is a modern affiliate marketing platform designed to manage affiliate campaigns, partners, referrals, commissions, and performance analytics. It provides a dashboard-style interface for monitoring marketing activities and tracking affiliate performance. The UI uses cards, tables, charts, and organized navigation to present business information clearly. The design follows a clean, responsive SaaS dashboard approach suitable for an affiliate management system.

#React
#Next.js
#TypeScript
#Tailwind CSS

Affiliate marketing platform homepage and campaign dashboard

View Project →

Mentors

Meet your mentors

Learn from mentors who build real products for real companies and train you the exact same way industry teams work.

Abishek

[DATA SCIENCE AND DATA ANALYTICS]

Thangamalai

[CAREER AND GROWTH]

CODEPURPLE GALLERY

A Glimpse IntoCodePurple Life

Our classrooms, our celebrations, our students — a peek into everyday moments at CodePurple.

Learning side by side

A mentor leans in over the laptop while two learners follow the screen — walking through the problem together, not from across the room.

Welcome to CodePurple

The entrance wall: our purple mark on textured concrete, lit from above, next to the marble stair — a unit of Vimix Technologies LLP.

Peer-to-peer reviews

Three developers at the long wooden desk — one pointing at a laptop, another typing, the third locked on the same screen.

A focused work floor

Rows of wooden desks, grass-topped partitions, and linear lights — the team heads-down on laptops in the open office.

Wins we celebrate

A handshake over a Congrats cake, purple wall behind them — we stop for milestones, not only for deadlines.

The moments in between

Confetti in the air, colleagues clapping around a cake — birthdays and small wins get the same energy as a ship day.

Technologies You'll Master

We specialize in Python, Machine Learning, and Data Visualization — the exact tools companies use to make data-driven decisions.

Python

Pandas

NumPy

MySQL

Excel

Power BI

Tableau

Jupyter

scikit-learn

Plotly

FAQ

Frequently Asked Questions

Is this course suitable for beginners?

Absolutely. No prior coding or data science experience is required. We start with Python fundamentals and gradually move into data analysis, machine learning, and AI. Every concept is taught through practical exercises, so learning feels natural even if you're starting from scratch.

What makes Code Purple different from other Data Science institutes?

Which programming language will I learn?

Which tools and technologies are covered?

Is AI included in the curriculum?

Is this course focused on theory or practical learning?

Do you provide placement support?

How long is the course?

What kind of jobs can I apply for after completing this course?

Why should I learn Data Science in the AI era?

How do I get started?

Build the AI Skills That Shape the Future.

Learn, build, and deploy real AI solutions with hands-on projects, expert mentorship, and industry-focused learning.

Master Data Sciencewith Machine Learning & AI.Master Data Sciencewith ML & AI.

Master Data Sciencewith Machine Learning & AI

Book Your Free Demo Class

Success stories from Our Students

Dharanya Selvaraj

Shanjana Suresh

Sri Hari

Kishore

Subash

Sai

Siva

Andrea Lincy

S. Mano Priya

Amuthapriya K

Abiilesh

S.Nandhakumar

Harish T

Sathya Sri

Manikandan

Nandhini

Nikeathana

Dharshini

Menaka

Mithra

Aaradhaya

Dharanya Selvaraj

Shanjana Suresh

Sri Hari

Kishore

Subash

Sai

Siva

Andrea Lincy

S. Mano Priya

Amuthapriya K

Abiilesh

S.Nandhakumar

Harish T

Sathya Sri

Manikandan

Nandhini

Nikeathana

Dharshini

Menaka

Mithra

Aaradhaya

The Only Course You Need

Syllabus Overview

Business Statistics & Probability

Excel & Data Tools

SQL & Modern Data Querying

Python for Data Science

Power BI (with Copilot)

Tableau & Python Dashboarding

Machine Learning & MLOps

Advanced Machine Learning & AI Ethics

Deep Learning, NLP & LLM Engineering

Placement Preparation

Profile Building

Mock Interviews & GD

4.7/5

Google Rating

More Than Reviews. Real Career Transformations

Learning side by side

Welcome to CodePurple

Peer-to-peer reviews

A focused work floor

Wins we celebrate

The moments in between

Technologies You'll Master

Build the AI Skills That Shape the Future.

More Than Reviews.
Real Career Transformations