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DATA SCIENCE IN TAMIL

எங்கள் வாழ்வும் எங்கள் வளமும் மங்காத தமிழ் என்று சங்கே முழங்கு.
-புரட்சிக்கவி பாரதிதாசன்.

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ONLINE CLASSES LINK (via Zoom)
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Meeting ID: 869 3564 2497

Passcode: DSIT

Data Science in Tamil

Online Sessions

Online Sessions
  • By admin
  • Jul 22, 2025

Data Science in Tamil presents an online Git and GitHub basics session today (22/07/2025), led by Senior Data Engineer Mr. Pari Margu.

Join us as we dive into the fundamentals of version control using Git and explore how GitHub helps manage and collaborate on coding...

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Online Sessions
  • By admin
  • Jul 21, 2025

Data Science in Tamil presents an online Microsoft SQL session starting today (21/07/2025), led by our senior team member Mr. Loganathan.

Starting Monday, 21st July 2025 at 8:00 PM IST, one of our senior teammates Mr. Loganathan will be conducting online...

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Online Sessions
  • By admin
  • Jul 19, 2025

Data Science in Tamil Presents Microsoft Fabric – Online Zoom session. Moderator : Sabiullah, Presenter : Abirami

We are conducting our weekly AI Tech Zoom session today at 7:00 PM IST. This week’s topic is: 🔍 Microsoft...

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data
எங்கள் குறிக்கோள்

எமது தமிழ் சமூகம் Data Science and Artificial Intelligence போன்ற உயர் தொழில்நுட்பத்தை கற்றுக்கொள்வதற்கு மொழியும், பொருளாதாரமும் இடையூறாக இருக்கக்கூடாது என்பது, எமது அமைப்பின் நோக்கம். எனவே 100% இலவசமாக நாங்கள் Data Science and Artificial Intelligence தொழில்நுட்பத்தை தமிழ் மொழியில் கடந்த நான்கு ஆண்டுகளாக கற்று கொடுத்து கொண்டு வருகிறோம். ஒவ்வொருவரும் தங்களது தாய் மொழியில் நவீன தொழில்நுட்பங்களைப் பற்றிய அறிவைப் பெற வேண்டும் என்று விரும்புகிறோம்.

Reach us via WhatsApp

+91 8925 3476 51

Data Science in Tamil

Our Mission

Our organization's mission is that language and economics should not be a barrier for our Tamil community to learn advanced technologies like Data Science and Artificial Intelligence. Therefore, we have been teaching Data Science and Artificial Intelligence technology in Tamil language for the past four years, 100% free of cost. We want everyone to gain knowledge about modern technologies in their own language.

datadd

தமிழில் இலவசமாக கற்றுக் கொடுக்கப்படும் Data Science and Artificial Intelligence சம்பந்தப்பட்ட தொழில் நுட்பங்கள்.

  • Free education in Data Science and AI-related technologies is offered in the Tamil language as listed below

Data Science Basics

  • Python
  • Numpy
  • Pandas
  • ⁠Matplotlib - Visualization
  • ⁠Seaborn - Visualization

Statistics

  • Descriptive Statistics
  • Inferential Statistics
  • Bayesian Statistics
  • Probability Theory
  • Probability Distributions
  • Time Series Analysis

Differential and Integral Calculus

  • Partial Derivatives
  • ⁠Deep Learning
  • ⁠Chain Rule
  • Gradient and Gradient Descent
  • Jacobian and Hessian Matrices
  • Taylor Series Approximation

Linear Algebra

  • Vectors
  • Matrices
  • Systems of Linear Equations
  • Linear Independence & Span
  • Matrix Inverses & Pseudo-Inverses
  • Rank of a Matrix
  • Eigenvalues & Eigenvectors
  • Orthogonality & Orthonormality
  • Matrix Decompositions
  • Linear Transformations
  • Principal Component Analysis (PCA)

Exploratory data analysis (EDA)

  • Outlier Detection
  • Data Preprocessing
  • Handling Imbalanced Data
  • Data Transformation
  • Data Visualization
  • Statistical Testing / Hypothesis Testing
  • Feature Engineering
  • Feature Selection
  • Dimensional Reduction
  • Data Augmentation
  • Pipeline Creation
  • Data Preparation Workflow
  • Pre-Modeling Data Process
  • ML Data Lifecycle

Machine Learning

  • Intro to Machine Learning
  • Basic Concepts & Terminology
  • Supervised Learning Algorithms (Top 5)
  • Unsupervised Learning Algorithms (Top 5
  • Model Evaluation & Validation
  • Model Tuning & Optimization
  • Model Deployment
  • AdaBoost
  • Gradient Boosting Machines (GBM)
  • XGBoost (Extreme Gradient Boosting)
  • LightGBM (Light Gradient Boosting Machine)
  • CatBoost (Categorical Boosting)
  • Stochastic Gradient Boosting

Advanced Courses

  • DEEP Learning
  • Neural Networks
  • ⁠Natural Language Processing (NLP)
  • Generative AI
  • LLM

Integrated Development Environment

  • Pycharm
  • Visual Studio Code
  • Jupyter
  • Google Colab
homebb
00 + years
Experience in IT Industry
Who We are

We are a passionate group of IT professionals from Tamil Nadu, working across the globe in various domains of technology.

With years of industry experience in Data Science, Artificial Intelligence, and other emerging technologies, we have come together with a shared vision—to make AI and Data Science education accessible to the Tamil-speaking community.

  • Student Success Guarantee
  • Online & In-person Interactive Sessions available
Reach us via WhatsApp

+91 8925 3476 51

உலகெங்கும் மென்பொருள் துறையில் வேலை பார்க்கும் தமிழ்நாட்டைச் சேர்ந்த நாங்கள் ஒரு குழுவாக இணைந்து நம்முடைய கல்லூரி மாணவர்களுக்கும் மற்றவர்களுக்கும், தரவு அறிவியல் மற்றும் செயற்கை நுண்ணறிவு துறையில் வேலை செய்ய வேண்டும் என்ற நோக்கில் படித்துக் கொண்டு இருப்பவர்களுக்கும், இப்பொழுது வளர்ந்து வரும் அதிநவீன தொழில்நுட்பமான இந்த டேட்டா சயின்ஸ் மற்றும் ஆர்ட்டிஃபிஷியல் இன்டெலிஜென்ஸ்கற்றுக் கொடுத்துக் கொண்டு வருகிறோம்
தரவு அறிவியல், செயற்கை நுண்ணறிவு மற்றும் பிற வளர்ந்து வரும் தொழில்நுட்பங்களில் பல வருட தொழில் அனுபவத்துடன், தமிழ் பேசும் சமூகத்திற்கு AI மற்றும் தரவு அறிவியல் கல்வியை அணுகக்கூடியதாக மாற்றுவது என்ற பகிரப்பட்ட தொலைநோக்குடன் நாங்கள் ஒன்றிணைந்துள்ளோம்.
  • Student Success Guarantee
  • Online & In-person Interactive Sessions available
Who We are

In today’s rapidly evolving world, staying ahead in technology is crucial, but language barriers often hinder learning.

Recognizing this challenge, we have taken the initiative to teach Data Science and AI in Tamil, ensuring that students, professionals, and technology enthusiasts from Tamil Nadu and beyond can grasp these complex subjects in their native language.

Our mission is to bridge the knowledge gap by providing high-quality, free training, helping individuals gain the necessary skills to thrive in the AI-driven future. Through our workshops, seminars, online courses, and mentoring programs, we empower learners to build careers in Data Science, AI, and related fields, fostering innovation and growth within the Tamil community.

By combining our global expertise and strong local roots, we aim to create a vibrant ecosystem where knowledge is shared, opportunities are created, and the Tamil community becomes a significant contributor to the world of AI and technology.

எங்களைப் பற்றி...

இன்றைய வேகமாக வளர்ந்து வரும் உலகில், தொழில்நுட்பத்தில் முன்னேறுவது மிக முக்கியம், ஆனால் மொழித் தடைகள் பெரும்பாலும் கற்றலைத் தடுக்கின்றன. 

இந்த சவாலை உணர்ந்து, தமிழ்நாடு மற்றும் உலகெங்கும் உள்ள தமிழ் சமூகம் , இந்த சிக்கலான பாடங்களை தங்கள் தாய்மொழியில் புரிந்துகொள்ள முடியும் என்பதை உறுதிசெய்து, தரவு அறிவியல் மற்றும் செயற்கை நுண்ணறிவு (Data Science & Artificial Intelligence) தொழில் நுட்பத்தை தாய் மொழி தமிழில் கற்பிக்க நாங்கள் முன்முயற்சி எடுத்துள்ளோம்.

உயர்தர, இலவச பயிற்சியை வழங்குவதன் மூலம், இந்த தொழில்நுட்பத்தை பற்றிய நுணுக்கமான அறிவு நம்முடைய தமிழ் சமூகத்துக்கு சென்று சேரும் என்று நம்புகிறோம்.

எங்கள்

  • பயிற்சி பட்டறைகள்(Training workshops),
  • கருத்தரங்குகள் (Seminars),
  • இணையவழி கற்றல் (E-learning),
  • வேறு மென்பொருள் துறைக்கு மாறுதல் (Mentoring Programs on career change),
  • வேலை கிடைப்பதற்காண வழி காட்டுதல் (Guidance For Finding A Job)
  • புதிய நிறுவனம் தொடங்க விரும்புவர்களுக்கு வழி காட்டுதல் (Guidence To Startups)
  • துறை சார்ந்த அறிவு வழங்குதல் (Domain Specific Knowledge / Subject Matter Expert

ஆகியவை எங்கள் தமிழ் சமூகத்துக்கு உதவும் என்று நம்புகிறோம்.

இதன் மூலம் Data Science and Artificial Intelligence தொடர்புடைய துறைகளில் தமிழ் சமூகம் புதுமையான கண்டுபிடிப்புகள் மற்றும் வளர்ச்சியை அடையும் என்று நம்புகிறோம்.

நாங்கள் உலகம் முழுவதும் மென்பொருள் துறையில் வேலை பார்ப்பதால், அதன் மூலம் எங்களுக்கு பல்வேறு துறைகளில் கிடைத்த அனுபவத்தையும், எங்களின் உலகளாவிய நிபுணத்துவத்தையும் எங்களின் வலுவான உள்ளூர் தமிழ் வேர்களையும் இணைப்பதன் மூலம், மென்பொருள் அறிவு பகிரப்படும், வாய்ப்புகள் உருவாக்கப்படும். மேலும் தமிழ் சமூகம் Data Science and Artificial Intelligence தொழில்நுட்ப உலகில் குறிப்பிடத்தக்க பங்களிப்பாளராக மாறவும் ஒரு துடிப்பான மென்பொருள் சூழல் அமைப்பை உருவாக்குவதையும் நோக்கமாகக் கொண்டுள்ளோம்

Services We Provide

Our Key Projects & Solutions

Innovating with AI, Data Science & Analytics for Small-Scale Industries 

We empower small-scale and tiny industries with cutting-edge Artificial Intelligence (AI), Data Science (DS), and Data Analytics solutions tailored to your unique needs. Our mission is to bridge the technological gap for smaller enterprises by delivering affordable, scalable, and actionable insights that drive growth, efficiency, and competitiveness. 

1. Predictive Maintenance for Manufacturing

- AI/ML Models: Predict equipment failures using sensor data to minimize downtime.
- Impact: Reduces maintenance costs by 30% and extends machinery lifespan.

2. Demand Forecasting for Retailers

- Data Analytics: Analyze sales trends, seasonality, and external factors (e.g., weather).
- Outcome: Optimizes inventory and reduces waste by 25%.

3. Customer Sentiment Analysis

- NLP & AI: Process customer reviews/social media to gauge sentiment.
- Benefit: Helps businesses improve products/services based on real-time feedback.

5. Energy Consumption Optimization

- AI-Driven Analytics: Monitor and optimize energy usage in production units.
- Savings: Cuts energy costs by 20–40% through smart recommendations.

4. Automated Quality Control

- Computer Vision: Detect defects in products using image recognition.
- Advantage: Ensures consistent quality while reducing manual inspection costs.

Our Corporate Training Programs

Empowering Businesses with Cutting-Edge AI, Data Science & Analytics Training 

We bridge the gap between technology and talent by delivering corporate training programs in Artificial Intelligence (AI), Data Science (DS), and Data Analytics. Our mission is to equip professionals and organizations with the skills needed to harness data-driven decision-making, automate processes, and stay ahead in today’s competitive landscape. 

1. AI & Machine Learning (ML) Certification

Topics Covered: Supervised/Unsupervised Learning, Neural Networks, NLP, Computer Vision.
- Hands-On: Real-world projects (e.g., chatbots, predictive models).
- Outcome: Build deployable AI solutions for business automation.

2. Data Science Bootcamp

- Curriculum: Python/R, Statistical Modeling, EDA, Feature Engineering.
- Tools: Pandas, Scikit-learn, TensorFlow, PyTorch.
- Use Case: Transform raw data into actionable insights.

3. Data Analytics for Decision Makers

- Focus: SQL, Tableau/Power BI, A/B Testing, KPI Dashboards.
- Benefit: Enable non-technical teams to interpret and act on data.

4. Big Data & Cloud Analytics

- Tech Stack: Hadoop, Spark, AWS/GCP, Databricks.
- Application: Scalable data pipelines for enterprises.

5. Customized Workshops

- Tailored Content: Industry-specific training (Healthcare, Finance, Retail, etc.).
- Flexible Formats: Onsite/Online, Self-Paced, or Instructor-Led.

College Seminars

Igniting the Future of Tech: University & College Seminars in AI, Data Science & Analytics 

We inspire the next generation of innovators through interactive seminars and workshops on Artificial Intelligence (AI), Data Science (DS), and Data Analytics for universities and colleges. Our mission is to bridge academia with industry by delivering cutting-edge knowledge, hands-on experiences, and career-aligned skills to students and faculty. 

 

1. AI & Machine Learning Demystified

- Topics: Fundamentals of AI, ML algorithms, real-world applications (e.g., self-driving cars, ChatGPT).
- Workshop: Build a simple AI model in 60 minutes!
- Goal: Spark interest in AI research and careers.

2. Data Science for Beginners

- Coverage: Python/R basics, data visualization, predictive modeling.
- Toolkit: Pandas, Matplotlib, Scikit-learn.
- Outcome: Students analyze datasets (e.g., COVID trends, stock markets).

3. Big Data & Cloud Computing

- Tech Stack: Hadoop, Spark, AWS/GCP.
- Case Study: How Netflix uses big data for recommendations.

5. Career Pathways in AI & DS

- Panel: Industry experts share insights on internships, jobs, and startups.
- Resume Tips: How to stand out in tech roles.

4. Ethics in AI & Responsible Data Use

- Debate: Bias in AI, privacy concerns, and regulatory frameworks.
- Activity: Group discussion on ethical dilemmas.

FDP- Faculty Development Program

Faculty Development Programs (FDP) in AI, Data Science & Analytics 

Empowering Educators to Shape the Future of Technology 

We recognize that faculty members are the cornerstone of technological education. Our Faculty Development Programs (FDP) in Artificial Intelligence (AI), Data Science (DS), and Data Analytics are designed to equip university and college educators with cutting-edge knowledge, industry-relevant skills, and innovative teaching methodologies. 

Why Our FDP? 

✅ Bridging Academia & Industry – Stay updated with the latest AI/DS trends and real-world applications. 

✅ Hands-On Learning – Practical labs, case studies, and live projects for experiential teaching. 

✅ Curriculum Enhancement – Align course content with industry demands and research advancements. 

✅ Certification – Globally recognized certification to boost faculty credentials. 

1. AI & Machine Learning for Educators

- Key Topics: Supervised & Unsupervised Learning, Deep Learning, NLP, Computer Vision
- Tools: Python, TensorFlow, PyTorch, Scikit-learn
- Outcome: Develop AI-based teaching aids and research projects

2. Advanced Data Science Techniques

- Key Topics: Big Data Analytics, Statistical Modeling, Feature Engineering
- Tools: Hadoop, Spark, SQL, Pandas
- Outcome: Enhance research papers with data-driven insights

3. Data Visualization & Analytics

- Key Topics: Dashboarding, Predictive Analytics, Business Intelligence
- Tools: Tableau, Power BI, Matplotlib
- Outcome: Create interactive data-driven teaching modules

5. Research & Publication Guidance

- Key Topics: Writing high-impact AI/DS research papers, patent filing, grant proposals
- Mentorship: One-on-one guidance from industry experts

4. Industry 4.0 & AI in Education

- Key Topics: AI-powered smart classrooms, automated grading, chatbots for student support
- Case Studies: How AI is transforming global education systems

AI and Data Strategy Consulting

AI & Data Strategy Consulting for Small-Scale Industries 

Unlocking Growth with Smart Data & Artificial Intelligence 

We empower small businesses and tiny industries with AI-driven data strategies to optimize operations, reduce costs, and drive revenue growth. Our consulting services bridge the gap between raw data and actionable intelligence, helping you compete smarter in today’s digital economy. 

 

 Why Do Small Businesses Need AI & Data Strategy?

 Many small-scale industries struggle with: 

❌ Unstructured data – Customer records, sales logs, and inventory in disarray 

❌ Manual processes – Time-consuming workflows that reduce efficiency 

❌ Lack of predictive insights – No foresight into demand, risks, or opportunities 

Our AI & Data Strategy Consulting transforms these challenges into competitive advantages. 

1. AI-Powered Business Automation

- Automate repetitive tasks (invoicing, inventory tracking, customer support)
- Implement chatbots, RPA (Robotic Process Automation), and smart workflows

2. Data-Driven Decision Making

- Turn sales, customer, and operational data into real-time dashboards
- Predictive analytics for demand forecasting, pricing optimization

3. Customer Insights & Personalization

- AI-based customer segmentation & behavior analysis
- Personalized marketing strategies to boost retention & sales

5. Fraud Detection & Risk Management

- Detect anomalies in transactions, payroll, or procurement
- AI-based risk assessment models for loans/credit decisions

4. Smart Inventory & Supply Chain

- AI models to reduce stockouts & overstocking
- Supplier performance tracking using data analytics

Our Key Projects & Solutions

Innovating with AI, Data Science & Analytics for Small-Scale Industries 

We empower small-scale and tiny industries with cutting-edge Artificial Intelligence (AI), Data Science (DS), and Data Analytics solutions tailored to your unique needs. Our mission is to bridge the technological gap for smaller enterprises by delivering affordable, scalable, and actionable insights that drive growth, efficiency, and competitiveness. 

1. Predictive Maintenance for Manufacturing

- AI/ML Models: Predict equipment failures using sensor data to minimize downtime.
- Impact: Reduces maintenance costs by 30% and extends machinery lifespan.

2. Demand Forecasting for Retailers

- Data Analytics: Analyze sales trends, seasonality, and external factors (e.g., weather).
- Outcome: Optimizes inventory and reduces waste by 25%.

3. Customer Sentiment Analysis

- NLP & AI: Process customer reviews/social media to gauge sentiment.
- Benefit: Helps businesses improve products/services based on real-time feedback.

5. Energy Consumption Optimization

- AI-Driven Analytics: Monitor and optimize energy usage in production units.
- Savings: Cuts energy costs by 20–40% through smart recommendations.

4. Automated Quality Control

- Computer Vision: Detect defects in products using image recognition.
- Advantage: Ensures consistent quality while reducing manual inspection costs.

Our Corporate Training Programs

Empowering Businesses with Cutting-Edge AI, Data Science & Analytics Training 

We bridge the gap between technology and talent by delivering corporate training programs in Artificial Intelligence (AI), Data Science (DS), and Data Analytics. Our mission is to equip professionals and organizations with the skills needed to harness data-driven decision-making, automate processes, and stay ahead in today’s competitive landscape. 

1. AI & Machine Learning (ML) Certification

Topics Covered: Supervised/Unsupervised Learning, Neural Networks, NLP, Computer Vision.
- Hands-On: Real-world projects (e.g., chatbots, predictive models).
- Outcome: Build deployable AI solutions for business automation.

2. Data Science Bootcamp

- Curriculum: Python/R, Statistical Modeling, EDA, Feature Engineering.
- Tools: Pandas, Scikit-learn, TensorFlow, PyTorch.
- Use Case: Transform raw data into actionable insights.

3. Data Analytics for Decision Makers

- Focus: SQL, Tableau/Power BI, A/B Testing, KPI Dashboards.
- Benefit: Enable non-technical teams to interpret and act on data.

4. Big Data & Cloud Analytics

- Tech Stack: Hadoop, Spark, AWS/GCP, Databricks.
- Application: Scalable data pipelines for enterprises.

5. Customized Workshops

- Tailored Content: Industry-specific training (Healthcare, Finance, Retail, etc.).
- Flexible Formats: Onsite/Online, Self-Paced, or Instructor-Led.

College Seminars

Igniting the Future of Tech: University & College Seminars in AI, Data Science & Analytics 

We inspire the next generation of innovators through interactive seminars and workshops on Artificial Intelligence (AI), Data Science (DS), and Data Analytics for universities and colleges. Our mission is to bridge academia with industry by delivering cutting-edge knowledge, hands-on experiences, and career-aligned skills to students and faculty. 

 

1. AI & Machine Learning Demystified

- Topics: Fundamentals of AI, ML algorithms, real-world applications (e.g., self-driving cars, ChatGPT).
- Workshop: Build a simple AI model in 60 minutes!
- Goal: Spark interest in AI research and careers.

2. Data Science for Beginners

- Coverage: Python/R basics, data visualization, predictive modeling.
- Toolkit: Pandas, Matplotlib, Scikit-learn.
- Outcome: Students analyze datasets (e.g., COVID trends, stock markets).

3. Big Data & Cloud Computing

- Tech Stack: Hadoop, Spark, AWS/GCP.
- Case Study: How Netflix uses big data for recommendations.

5. Career Pathways in AI & DS

- Panel: Industry experts share insights on internships, jobs, and startups.
- Resume Tips: How to stand out in tech roles.

4. Ethics in AI & Responsible Data Use

- Debate: Bias in AI, privacy concerns, and regulatory frameworks.
- Activity: Group discussion on ethical dilemmas.

FDP- Faculty Development Program

Faculty Development Programs (FDP) in AI, Data Science & Analytics 

Empowering Educators to Shape the Future of Technology 

We recognize that faculty members are the cornerstone of technological education. Our Faculty Development Programs (FDP) in Artificial Intelligence (AI), Data Science (DS), and Data Analytics are designed to equip university and college educators with cutting-edge knowledge, industry-relevant skills, and innovative teaching methodologies. 

Why Our FDP? 

✅ Bridging Academia & Industry – Stay updated with the latest AI/DS trends and real-world applications. 

✅ Hands-On Learning – Practical labs, case studies, and live projects for experiential teaching. 

✅ Curriculum Enhancement – Align course content with industry demands and research advancements. 

✅ Certification – Globally recognized certification to boost faculty credentials. 

1. AI & Machine Learning for Educators

- Key Topics: Supervised & Unsupervised Learning, Deep Learning, NLP, Computer Vision
- Tools: Python, TensorFlow, PyTorch, Scikit-learn
- Outcome: Develop AI-based teaching aids and research projects

2. Advanced Data Science Techniques

- Key Topics: Big Data Analytics, Statistical Modeling, Feature Engineering
- Tools: Hadoop, Spark, SQL, Pandas
- Outcome: Enhance research papers with data-driven insights

3. Data Visualization & Analytics

- Key Topics: Dashboarding, Predictive Analytics, Business Intelligence
- Tools: Tableau, Power BI, Matplotlib
- Outcome: Create interactive data-driven teaching modules

5. Research & Publication Guidance

- Key Topics: Writing high-impact AI/DS research papers, patent filing, grant proposals
- Mentorship: One-on-one guidance from industry experts

4. Industry 4.0 & AI in Education

- Key Topics: AI-powered smart classrooms, automated grading, chatbots for student support
- Case Studies: How AI is transforming global education systems

AI and Data Strategy Consulting

AI & Data Strategy Consulting for Small-Scale Industries 

Unlocking Growth with Smart Data & Artificial Intelligence 

We empower small businesses and tiny industries with AI-driven data strategies to optimize operations, reduce costs, and drive revenue growth. Our consulting services bridge the gap between raw data and actionable intelligence, helping you compete smarter in today’s digital economy. 

 

 Why Do Small Businesses Need AI & Data Strategy?

 Many small-scale industries struggle with: 

❌ Unstructured data – Customer records, sales logs, and inventory in disarray 

❌ Manual processes – Time-consuming workflows that reduce efficiency 

❌ Lack of predictive insights – No foresight into demand, risks, or opportunities 

Our AI & Data Strategy Consulting transforms these challenges into competitive advantages. 

1. AI-Powered Business Automation

- Automate repetitive tasks (invoicing, inventory tracking, customer support)
- Implement chatbots, RPA (Robotic Process Automation), and smart workflows

2. Data-Driven Decision Making

- Turn sales, customer, and operational data into real-time dashboards
- Predictive analytics for demand forecasting, pricing optimization

3. Customer Insights & Personalization

- AI-based customer segmentation & behavior analysis
- Personalized marketing strategies to boost retention & sales

5. Fraud Detection & Risk Management

- Detect anomalies in transactions, payroll, or procurement
- AI-based risk assessment models for loans/credit decisions

4. Smart Inventory & Supply Chain

- AI models to reduce stockouts & overstocking
- Supplier performance tracking using data analytics

Business Intelligence & Data Visualization services

Business Intelligence & Data Visualization Services

Transform Raw Data into Actionable Insights for Smarter Decisions 

We empower small and medium-scale industries (SMEs) with cutting-edge Business Intelligence (BI) & Data Visualization solutions. Our services turn complex data into clear, interactive dashboards and reports, helping businesses uncover trends, optimize operations, and drive growth—without needing a data science team. 

 

 

 Why Do SMEs Need BI & Data Visualization?

Many businesses struggle with: 

❌ Data scattered across Excel, ERP, and paper records 

❌ No real-time visibility into sales, inventory, or customer behavior 

❌ Manual reporting that’s slow, error-prone, and hard to interpret 

We solve these challenges with automated, visually intuitive insights tailored to your industry.

 

1. Interactive Dashboards

- Live tracking of sales, inventory, and operational KPIs
- Drag-and-drop tools for self-service analytics (No coding needed)
- Platforms: Power BI, Tableau, Google Data Studio

2. Automated Reporting

- Replace manual Excel reports with AI-powered auto-updating dashboards
- Scheduled PDF/email reports for stakeholders

3. Predictive Analytics

- Forecast demand, cash flow, and risks using AI models
- Example: Predict which products will sell out next month

5. Data Integration & Cleaning

- Connect ERP, CRM, and Excel into a single source of truth
- Fix missing/duplicate data for accurate reporting

4. Industry-Specific Solutions

- Retail: Customer buying patterns, shelf optimization
- Manufacturing: Equipment efficiency, supply chain delays
- Healthcare: Patient wait times, resource allocation

Internship and Project Guidance

 AI & Data Science Internship & Project Guidance 

 Launch Your Career with Hands-On Industry Experience 

We bridge the gap between academic learning and real-world AI & Data Science applications through structured internships and project guidance for college/university students. Our programs equip students with industry-relevant skills, mentorship, and certification to boost their employability in the fast-growing tech landscape.

 

 Why Choose Our Internship & Project Guidance? 

✅ Learn from Industry Experts – Get mentored by AI/DS professionals 

✅ Work on Live Projects – Solve real business problems using data 

✅ Build a Strong Portfolio – GitHub, Kaggle, and LinkedIn-ready projects 

✅ Get Certified – Earn recognition from industry leaders 

✅ Placement Assistance – Connect with our hiring partners 

1. AI & Machine Learning Internship

- Skills Gained: Python, TensorFlow, NLP, Computer Vision
- Projects: Chatbots, Predictive Models, Fraud Detection Systems
- Duration: 4/8/12 Weeks (Flexible)

2. Data Science & Analytics Training

- Skills Gained: Data Cleaning, Visualization, Statistical Modeling
- Tools: Pandas, Tableau, SQL, Scikit-learn
- Projects: Sales Forecasting, Sentiment Analysis, Customer Segmentation

3. Big Data & Cloud Computing

- Skills Gained: Hadoop, Spark, AWS/GCP
- Projects: Large-Scale Data Processing, ETL Pipelines

How It Works?

1. Apply – Fill out a simple interest form
2. Onboard – Get matched with a mentor & project
3. Learn & Build – Weekly sessions + hands-on tasks
4. Certify & Showcase – Present your work & earn certification

4. Capstone Project Guidance

- For Final-Year Students – End-to-end project development
- Domains: Healthcare, Finance, Retail, IoT
- Support: Research Paper Writing & Patent Filing Assistance

Data Science Bootcamps

Data Science Bootcamps 

Accelerate Your Career in AI & Data Science with Hands-On Training.

At Data Science in Tamil, we transform beginners into job-ready Data Scientists through our intensive, project-driven Data Science Bootcamps. Whether you're a student, professional, or career switcher, our bootcamps equip you with real-world skills, industry mentorship, and portfolio-worthy projects to land your dream role in tech. 

 

Why Join Our Data Science Bootcamp? 

✅Learn from Industry Experts – Get trained by AI/ML professionals from top companies 

✅Master In-Demand Tools – Python, SQL, TensorFlow, Tableau, and more 

✅Build a Strong Portfolio – Complete 5+ real-world projects (Kaggle-style datasets) 

✅Career Support – Resume reviews, mock interviews, and placement assistance 

✅Flexible Learning – Online/Offline | Full-time/Part-time 

1. Foundations of Data Science

- Python Programming (Pandas, NumPy)
- Statistics & Probability for ML
- Data Cleaning & Exploratory Analysis

2. Machine Learning & AI

- Supervised & Unsupervised Learning
- NLP, Computer Vision, and Deep Learning
- Model Deployment (Flask, AWS)

3. Big Data & Visualization

- SQL & NoSQL Databases
- Power BI/Tableau Dashboards
- Hadoop & Spark Basics

5. Who Should Attend?

-Students (Engineering, BCA/MCA, BSc/MSc)
-Working Professionals (IT, Analysts, Domain Experts)
-Career Switchers (Non-tech to Data Science)
-No prior coding experience? We cover basics first!

4. Capstone Project

- Solve a real business problem (Healthcare, Finance, E-commerce)
- GitHub Portfolio & Live Demo

AI Literacy for Non-Technical Students

Demystifying Artificial Intelligence for Everyone

We believe AI is for all—not just engineers! Our AI Literacy Program empowers non-technical students with a clear, jargon-free understanding of artificial intelligence, its real-world applications, and how it will shape their future careers—no coding required! 

 

 

 Why Should Non-Tech Students Learn About AI? 

🔹 AI is everywhere – From healthcare to marketing, AI transforms all fields 

🔹 Future-proof your career – Basic AI knowledge is becoming as essential as computer skills 

🔹 Make informed decisions – Navigate an AI-driven world confidently 

1. AI Fundamentals Made Simple

- What is AI, ML, and Deep Learning? (With fun analogies!)
- How ChatGPT, recommendation systems, and facial recognition work

2. AI in Your Field

- Business: AI for market forecasting, customer service bots
- Healthcare: Diagnosing diseases with AI imaging
- Arts & Media: Generative AI tools like DALL-E, Midjourney
- Social Sciences: Bias in algorithms, policy implications

3. Hands-On Experience

- Try no-code AI tools (e.g., Teachable Machine, Canva’s AI features)
- Analyze real-world case studies (Netflix recommendations, Spotify playlists)

5. How We Teach

- Zero Math/Code – Concepts explained through stories and visuals
- Interactive Workshops – Group activities, quizzes, and AI tool demos
- Guest Speakers – Hear from non-tech professionals using AI in their work

4. Ethics & Responsible AI

- Privacy concerns, deepfake dangers, and job market shifts
- Debate: "Should AI replace human decision-making?"

Business Intelligence & Data Visualization services

Business Intelligence & Data Visualization Services

Transform Raw Data into Actionable Insights for Smarter Decisions 

We empower small and medium-scale industries (SMEs) with cutting-edge Business Intelligence (BI) & Data Visualization solutions. Our services turn complex data into clear, interactive dashboards and reports, helping businesses uncover trends, optimize operations, and drive growth—without needing a data science team. 

 

 

 Why Do SMEs Need BI & Data Visualization?

Many businesses struggle with: 

❌ Data scattered across Excel, ERP, and paper records 

❌ No real-time visibility into sales, inventory, or customer behavior 

❌ Manual reporting that’s slow, error-prone, and hard to interpret 

We solve these challenges with automated, visually intuitive insights tailored to your industry.

 

1. Interactive Dashboards

- Live tracking of sales, inventory, and operational KPIs
- Drag-and-drop tools for self-service analytics (No coding needed)
- Platforms: Power BI, Tableau, Google Data Studio

2. Automated Reporting

- Replace manual Excel reports with AI-powered auto-updating dashboards
- Scheduled PDF/email reports for stakeholders

3. Predictive Analytics

- Forecast demand, cash flow, and risks using AI models
- Example: Predict which products will sell out next month

5. Data Integration & Cleaning

- Connect ERP, CRM, and Excel into a single source of truth
- Fix missing/duplicate data for accurate reporting

4. Industry-Specific Solutions

- Retail: Customer buying patterns, shelf optimization
- Manufacturing: Equipment efficiency, supply chain delays
- Healthcare: Patient wait times, resource allocation

Internship and Project Guidance

 AI & Data Science Internship & Project Guidance 

 Launch Your Career with Hands-On Industry Experience 

We bridge the gap between academic learning and real-world AI & Data Science applications through structured internships and project guidance for college/university students. Our programs equip students with industry-relevant skills, mentorship, and certification to boost their employability in the fast-growing tech landscape.

 

 Why Choose Our Internship & Project Guidance? 

✅ Learn from Industry Experts – Get mentored by AI/DS professionals 

✅ Work on Live Projects – Solve real business problems using data 

✅ Build a Strong Portfolio – GitHub, Kaggle, and LinkedIn-ready projects 

✅ Get Certified – Earn recognition from industry leaders 

✅ Placement Assistance – Connect with our hiring partners 

1. AI & Machine Learning Internship

- Skills Gained: Python, TensorFlow, NLP, Computer Vision
- Projects: Chatbots, Predictive Models, Fraud Detection Systems
- Duration: 4/8/12 Weeks (Flexible)

2. Data Science & Analytics Training

- Skills Gained: Data Cleaning, Visualization, Statistical Modeling
- Tools: Pandas, Tableau, SQL, Scikit-learn
- Projects: Sales Forecasting, Sentiment Analysis, Customer Segmentation

3. Big Data & Cloud Computing

- Skills Gained: Hadoop, Spark, AWS/GCP
- Projects: Large-Scale Data Processing, ETL Pipelines

How It Works?

1. Apply – Fill out a simple interest form
2. Onboard – Get matched with a mentor & project
3. Learn & Build – Weekly sessions + hands-on tasks
4. Certify & Showcase – Present your work & earn certification

4. Capstone Project Guidance

- For Final-Year Students – End-to-end project development
- Domains: Healthcare, Finance, Retail, IoT
- Support: Research Paper Writing & Patent Filing Assistance

Data Science Bootcamps

Data Science Bootcamps 

Accelerate Your Career in AI & Data Science with Hands-On Training.

At Data Science in Tamil, we transform beginners into job-ready Data Scientists through our intensive, project-driven Data Science Bootcamps. Whether you're a student, professional, or career switcher, our bootcamps equip you with real-world skills, industry mentorship, and portfolio-worthy projects to land your dream role in tech. 

 

Why Join Our Data Science Bootcamp? 

✅Learn from Industry Experts – Get trained by AI/ML professionals from top companies 

✅Master In-Demand Tools – Python, SQL, TensorFlow, Tableau, and more 

✅Build a Strong Portfolio – Complete 5+ real-world projects (Kaggle-style datasets) 

✅Career Support – Resume reviews, mock interviews, and placement assistance 

✅Flexible Learning – Online/Offline | Full-time/Part-time 

1. Foundations of Data Science

- Python Programming (Pandas, NumPy)
- Statistics & Probability for ML
- Data Cleaning & Exploratory Analysis

2. Machine Learning & AI

- Supervised & Unsupervised Learning
- NLP, Computer Vision, and Deep Learning
- Model Deployment (Flask, AWS)

3. Big Data & Visualization

- SQL & NoSQL Databases
- Power BI/Tableau Dashboards
- Hadoop & Spark Basics

5. Who Should Attend?

-Students (Engineering, BCA/MCA, BSc/MSc)
-Working Professionals (IT, Analysts, Domain Experts)
-Career Switchers (Non-tech to Data Science)
-No prior coding experience? We cover basics first!

4. Capstone Project

- Solve a real business problem (Healthcare, Finance, E-commerce)
- GitHub Portfolio & Live Demo

AI Literacy for Non-Technical Students

Demystifying Artificial Intelligence for Everyone

We believe AI is for all—not just engineers! Our AI Literacy Program empowers non-technical students with a clear, jargon-free understanding of artificial intelligence, its real-world applications, and how it will shape their future careers—no coding required! 

 

 

 Why Should Non-Tech Students Learn About AI? 

🔹 AI is everywhere – From healthcare to marketing, AI transforms all fields 

🔹 Future-proof your career – Basic AI knowledge is becoming as essential as computer skills 

🔹 Make informed decisions – Navigate an AI-driven world confidently 

1. AI Fundamentals Made Simple

- What is AI, ML, and Deep Learning? (With fun analogies!)
- How ChatGPT, recommendation systems, and facial recognition work

2. AI in Your Field

- Business: AI for market forecasting, customer service bots
- Healthcare: Diagnosing diseases with AI imaging
- Arts & Media: Generative AI tools like DALL-E, Midjourney
- Social Sciences: Bias in algorithms, policy implications

3. Hands-On Experience

- Try no-code AI tools (e.g., Teachable Machine, Canva’s AI features)
- Analyze real-world case studies (Netflix recommendations, Spotify playlists)

5. How We Teach

- Zero Math/Code – Concepts explained through stories and visuals
- Interactive Workshops – Group activities, quizzes, and AI tool demos
- Guest Speakers – Hear from non-tech professionals using AI in their work

4. Ethics & Responsible AI

- Privacy concerns, deepfake dangers, and job market shifts
- Debate: "Should AI replace human decision-making?"

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