Data Science Course in Marathahalli

About the Data Science Course in Marathahalli

Every click, purchase, transaction, and customer interaction generates valuable data. Organizations that can turn this information into meaningful business decisions gain a competitive advantage. That’s why Data Science has become one of the fastest-growing skill areas across IT, Banking, Healthcare, Retail, Finance, Manufacturing, Logistics, and E-commerce.

The Data Science Course in Marathahalli at Besant Technologies is designed to help you understand how data is collected, analyzed, and transformed into actionable insights. Rather than relying only on theory, the course focuses on practical learning, business use cases, and real-world projects that reflect how Data Science is applied in modern workplaces. You’ll build hands-on experience with Python, SQL, Statistics, Machine Learning, Power BI, Tableau, Data Visualization, and Generative AI. Each module is supported by guided exercises, project work, and mentor-led sessions to strengthen both your technical knowledge and analytical thinking.

Whether you’re a fresher, a working professional, or planning a career transition, this course helps you develop practical skills, build a project portfolio, and prepare for opportunities in Data Science, Data Analytics, Machine Learning, and Business Intelligence with confidence. Ready to begin your Data Science journey? Join a free demo session, meet our trainers, explore live projects, and experience how practical learning at Besant Technologies prepares you for real-world Data Science roles.

What You Will Learn

Our Data Science Course follows a practice-first approach, helping you build the skills employers look for through real-world projects, business case studies, and guided mentoring. Every module is designed to prepare you for practical Data Science and Analytics roles. Right here in our Marathahalli training sessions:

• Strong Programming Foundation: Learn Python, SQL, Statistics, NumPy, and Pandas to build a solid base for Data Science.
• Data Analysis & Visualization: Clean, analyze, and present data using Power BI, Tableau, and interactive dashboards.
• Machine Learning & AI: Build predictive models, understand AI concepts, and apply algorithms to solve real business problems.
• Real Business Projects: Work on end-to-end projects using industry datasets to build a portfolio that showcases your practical skills.
• Generative AI & Prompt Engineering: Learn how modern AI tools can support data analysis, reporting, automation, and productivity.
• Career Readiness: Develop your GitHub portfolio, improve your resume, practice mock interviews, and receive placement guidance to prepare for Data Science opportunities.
• Industry Tools: Gain hands-on experience with Jupyter Notebook, Git, Excel, Power BI, Tableau, VS Code, and commonly used Data Science libraries.

Upcoming Batch Schedule for Data Science Training in Marathahalli Bangalore

Besant Technologies provides flexible timings to all our students. Here are the Data Science Training Classes in Marathahalli Bangalore Schedule in our branches. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.

• 20-07-2026 Mon (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 23-07-2026 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 25-07-2026 Sat (Sat - Sun)Weekend Batch 11:00 AM (IST) (Class 3Hrs) / Per Session Get Fees

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Syllabus of Data Science Training in Marathahalli

Module 1: Basic Statistics [4 Hours]

• Random Variables and their Probability Distributions.
• Standardized Values.
• Standardized Random Variables.
• Normal Distribution.
• The Distribution of the Sample Mean.
• Statistical Inference: Estimation.
• Statistical Inference: Decision Making.
• Decision Making: Hypothesis Testing.

Module 2: Linear Regression [6 Hours]

• Meaning
• Relationship with Correlation
• Assumptions of Linear Regression
• Working with categorical and continuous predictors
• Interaction effects
• Interpretation
• Case Study

Module 3: Logistic Regression [10 Hours]

• Why Logistic Regression?
• Logistic Function description
• The logistic Model [ Log Link ]
• Multinomial Logistic Model
• Interpretation of the parametric coefficients
• Case Study
• ROC curve and Gains chart

Module 4: Decision tree and Case Study for Decision tree [ 6 Hours]

• Need for Non-Parametric approach
• Why decision Tree
• Node Classification
• Entropy
• Where to use Decision Tree
• Case Study

Module 5: Unsupervised Classification Algorithms [6 Hours]

• Understanding the working of Kmeans Algorithm
• Cluster Size Optimization vs Definition Optimization,
• Hierarchical and non-hierarchical
• K- medoid and Fuzzy K means
• Case study for clustering

Module 6: Time Series and Case Study for Time Series [ 10 Hours]

• Definition of Time Series
• Time Series Decomposition
• Simple Moving Average Method
• Weighted Moving Average Method
• Single Exponential Smoothing Method
• Double Exponential Smoothing Method
• Triple Exponential Smoothing Method
• AR Models
• MA Models
• ARMA Models
• ARIMA Models
• sARIMA Models
• Case Study
• Using RMSE and MAPE for Model Performance

Module 7: K Nearest Neighbor’s Algorithm for Classification [ 4 hours]

• Lazy Learning techniques
• Distance Matrix
• The Optimum K value
• Data Transformations
• Model Building on Training Data Set
• Model Validation on Testing Data Set
• Evaluation of Model
• Advantages & Disadvantages of KNN Models

Module 8: Naïve Bayes Algorithm for Multi-Class Prediction [ 6 hours]

• Bayesian Theorem
• Probabilities – The Prior and Posterior Probabilities
• Conditional and Joint Probabilities Notion
• Traditional Approach – Extract Important Features
• Naive Approach – Independence of Features Assumption
• Advantages & Disadvantages of Naïve Bayes Models
• Case Study

Module 9: Artificial Neural network with case study [10 Hours]

• Understanding Neural Networks
• The mammalian mimic
• The Activation Function
• The Structure of Network
• Back Propagation, Multi-Layer Perceptron, Feed Forward
• The ANN Model
• Case Study
• Training the Model, Testing, and Validation

Module 10: Support vector machines with case study [6 Hours]

• Understanding SVM
• Concepts of Linearly separable vs non-separable data
• Hyper Parameters
• Cost and Gamma Functions
• Case study
• Tuning the Model

Module 11: Recommender Systems [6 Hours]

• Usage of Recommender system
• Collaborative and Singular Recommender Systems
• Association Rule mining
• Cosine Similarity
• Case Study

Meet Pradeep – Expert Data Science Training in Marathahalli

Choosing the right Data Science Training in Marathahalli can make a real difference in your learning journey. Pradeep has guided 7,000+ learners, including freshers, working professionals, and non-IT career changers, through practical, project-based training that builds confidence and real-world problem-solving skills. His classroom and live online sessions have supported learners from India, USA, UK, UAE, Australia, Canada, Singapore and New Zealand.

Enterprise Experience, Practical Teaching

• Current Data Science Skills: Python, SQL, Machine Learning, Deep Learning, NLP, Power BI, Tableau, Generative AI, AI Agents, LangChain, RAG, MCP, and MLOps — taught through real business scenarios, not toy examples.
• Project-First Approach: Build portfolio-ready projects, AI-powered solutions, dashboards, and predictive models using real industry datasets.
• Mentoring That Goes Further: Project reviews, GitHub guidance, ATS-friendly resume support, LinkedIn optimization and mock interviews built into the training, not offered as an afterthought.

Why Learners in Marathahalli Choose This Training

• 7,000+ Learners Mentored across IT and non-IT backgrounds
• Classroom Data Science Training in Marathahalli paired with live online batches for learners worldwide.
• Trusted Across Borders — students joining from India, the USA, UK, UAE, Australia, and beyond.

Built Around Getting You Hired

• Interview Preparation: Technical mock interviews, coding practice, and real interview scenarios.
• A Portfolio That Speaks for You: A strong GitHub profile, ATS-friendly resume, and polished LinkedIn presence.
• Placement Support: Practical guidance to help you go after Data Science roles confidently across Marathahalli, Bengaluru, Hyderabad, Pune, and other major tech hubs.

Book a Free Demo with Pradeep 📞 +91 8767260270 — Start Your Data Science Journey in Marathahalli

Industry-Focused Data Science Certification - Besant Technologies Marathahalli

Besant Technologies Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.

Our certification at Besant Technologies is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.

How to Earn Your Data Science Certification in Marathahalli

Complete the Data Science Course in Marathahalli and earn a Besant Technologies Course Completion Certificate that reflects your practical expertise in today’s Data Science ecosystem. Not every certificate holds weight but this Data Science Certification training in Marathahalli does, because it’s tied to work you’ve actually done. Before it’s awarded, you’ll need to clear three real checkpoints:

• Finish the Full Curriculum: Every core module completed — Python, Statistics, Machine Learning, Deep Learning, and current areas like Generative AI and MLOps
• Ship a Working Project: Build and deploy a Data Science project on a real dataset, including exposure to in-demand tools like LangChain, RAG pipelines, and AI agent workflows.
• Prove You Can Apply It: Hands-on proficiency check across Python, SQL, model building, cloud deployment basics, and a visualization tool like Power BI or Tableau.

Key Features of Data Science Training in Marathahalli

This program is built to be one of the most complete Data Science courses available in Marathahalli, blending technical depth with the practical skills companies are actually hiring for right now. We close the gap between classroom learning and the fast-moving demands of Marathahalli, Bangalore’s IT corridor, so what you learn here holds up in a real interview, not just a quiz.

Mentorship & Reach

• Real Industry Experience: Learn directly from Pradeep, who brings hands-on, enterprise-level experience in Analytics, Machine Learning, and end-to-end model deployment.
• A Genuinely Global Batch: Train alongside learners from India, the USA, UAE, UK, and Australia in a curriculum built around global hiring standards.
• Learn Your Way: Choose classroom Data Science training in Marathahalli or live online batches, with flexible weekday and weekend timings either way.

A Curriculum Built for Today’s Industry

• Modern Technology Stack: Gain practical experience with Python, SQL, Machine Learning, Deep Learning, NLP, Power BI, Tableau, LangChain, RAG, MLOps, Docker, Git & GitHub, and Cloud Deployment.
• Beyond the Basics: Hands-on exposure to Deep Learning, NLP, and current tools like Generative AI, LangChain, and MLOps.
• Deployment-Ready Skills: Learn to take a model from notebook to production, not just leave it as a one-off experiment.
• Built-In Portfolio Work: Structured project work designed to become the GitHub portfolio you’ll actually show recruiters.

Career Support Beyond the Classroom

• Industry-Focused Curriculum : We deliver Data Science Training in Marathahalli with a curriculum covering Python, SQL, Machine Learning, Deep Learning, Data Analytics, Power BI, Tableau, MLOps, LangChain, RAG, and modern data engineering practices.
• Placement-Focused Training : We helps to prepare for Data Science jobs in Bengaluru through technical mock interviews, coding practice, ATS-friendly resume building, LinkedIn optimization, and placement mentoring.
• Structured Placement Preparation: Get guided support through technical mock interviews, coding practice, resume building, and LinkedIn optimization, built to help you go after Data Science roles across Marathahalli, Bengaluru, and other major IT hubs with real confidence.
• Industry-Recognized Course Completion : Earn a Besant Technologies Data Science Course Completion Certificate after successfully completing practical assignments, technical assessments, and project evaluations. Get Started — Book Your Free Demo Class in Marathahalli 📞 +91 87672 60270.

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