NextGen Institutions

Data Science and Machine Learning

Data Science and Machine Learning Course in Bangalore

Welcome to NextGen Institution, a pioneer in AI and data science training in Bangalore. Our Data Science and Machine Learning programme is tailored to enable you to develop one of the most sought-after skill sets of the current digital age — the capability to derive insights from data and design intelligent systems that learn and self-improve.

Here, you’ll study from the basics of statistics all the way to sophisticated machine learning techniques. Whether you’re a student, data aficionado, or professional, our Data Science & Machine Learning training equips you with the hands-on experience and practical skills necessary to become proficient in the world of artificial intelligence.

About the Data Science and Machine Learning Course

The Data Science and Machine Learning course at NextGen Institution is an integrated, practical program created by seasoned industry professionals. It’s a full data pipeline — data collection, cleaning, and visualisation to model building, training, and deployment.

Our vision is straightforward: transform learners into job-ready professionals who are capable of addressing real-world problems using data-driven technologies.

This course is ideal for:

  • New graduates looking to get into the AI or data analytics field
  • IT professionals seeking to change or upskill as a Data Scientist
  • Business analysts and engineers seeking to incorporate data insights into decision-making
  • Entrepreneurs who wish to leverage AI and data to expand their ventures
  • We at NextGen Institution offer offline classroom training in Bangalore and online interactive classes, thereby providing ease of accessibility for students from all walks of life to receive good quality education.

What You’ll Learn in the Course

Our Data Science and Machine Learning course is structured to provide both theoretical understanding and hands-on practice. Every concept is reinforced with practical exercises, projects, and case studies inspired by real-world industry problems.

Core Modules:

Introduction to Data Science

  • Understanding the role of Data Science in business

  • Key tools and techniques used in data analysis

Python for Data Science

  • Python fundamentals

  • Libraries: NumPy, Pandas, Matplotlib, Seaborn

  • Data cleaning and preprocessing

Statistics and Probability

  • Descriptive and inferential statistics

  • Hypothesis testing and correlation analysis

Data Visualization and Exploration

  • Exploratory Data Analysis (EDA)

     

  • Visual storytelling using Matplotlib and Power BI/Tableau

Machine Learning Fundamentals

  • Supervised and Unsupervised Learning

  • Regression, Classification, and Clustering

  • Decision Trees, Random Forests, and Gradient Boosting

Advanced Machine Learning Techniques

  • Support Vector Machines (SVM)

  • Ensemble Models

  • Model Evaluation and Tuning

Deep Learning Introduction

  • Neural Networks Basics

  • Introduction to TensorFlow and Keras

Natural Language Processing (NLP)

  • Text analysis and sentiment detection

  • Language modeling basics

Data Science Project Lifecycle

  • Data collection, model building, and deployment

  • Working with real datasets and case studies

Capstone Project

  • Build and present an end-to-end Data Science and Machine Learning project
  • Get personalized feedback from mentors

By the end of this course, you’ll have a strong foundation in both Data Science & Machine Learning, along with the confidence to apply your skills in real-world environments.

Key Features of the Course

At NextGen Institution our goal is to create future-ready professionals equipped with the right skills, mindset, and confidence. Our Data Science and Machine Learning training goes beyond theory — it’s about practical learning and measurable results.

Course Highlights:

  • Instructor-led live training sessions

     

  • Real-time projects and assignments

     

  • Access to industry-standard tools and datasets

     

  • Globally recognized certification

     

  • Placement and career support

     

  • Doubt-clearing and mentorship sessions

     

  • Flexible batch timings (weekday/weekend)

Hands-On Projects

The course includes several real-world projects. We believe the best way to learn Data Science & Machine Learning is by doing. That’s why ours has:

  • Predicting stock market trends using regression models

     

  • Sentiment analysis of social media data

     

  • Customer segmentation using clustering algorithms

     

  • Sales forecasting with machine learning models

     

  • Image classification with neural networks

     

These projects build your confidence and help you create a professional portfolio that employers value.

Data Science and Machine Learning Course Certification

After successfully completing the program, you’ll receive a Data Science and Machine Learning certification from MINDNEX. This certification validates your expertise in Python, data analysis, and machine learning algorithms, making you job-ready in today’s competitive AI-driven job market.

Our certificate adds credibility to your resume and enhances your chances of being shortlisted by recruiters for roles in Data Science, Analytics, and AI Engineering.

Placement Assistance and Career Support

We understand that your learning journey doesn’t end with certification. That’s why NextGen Institution offers dedicated placement support for all learners.

Our placement program includes:

  • Resume and LinkedIn optimization

  • Mock interviews with technical experts

  • Interview preparation workshops

  • Internship opportunities and placement drives

  • One-on-one career counseling

Many of our graduates have been placed in top tech companies, startups, and consulting firms as Data Scientists, Machine Learning Engineers, and Business Analysts.

Data Science & Machine Learning Course Duration and Fees

Our Data Science & Machine Learning course is designed to fit your learning goals and schedule.
 You can choose from:

  • Regular Batches: 4 to 6 months

  • Weekend Batches: 5 to 7 months

  • Fast-Track Batches: 2 to 3 months

The course fees are affordable and designed to make high-quality education accessible to all learners. MINDNEX also offers easy EMI and installment options.

For the latest batch schedules and fee structure, contact our academic counselors — they’ll help you choose the right plan and learning mode.

Learning Modes: Online and Offline Classes

We provide both classroom-based training in Bangalore and live online sessions to suit different types of learners.

  • Offline Training: Conducted at our modern Bangalore center, offering hands-on lab sessions, group discussions, and personalized mentorship.

  • Online Training: Interactive live classes with real-time instructor support, recordings for revision, and flexible learning hours.

Both learning modes ensure equal access to resources, trainers, and placement support.

Career Opportunities After Completing the Course

Completing the Data Science and Machine Learning course opens doors to a variety of high-demand roles such as:

  • Data Scientist

  • Machine Learning Engineer

  • AI Developer

  • Data Analyst

  • Business Intelligence Engineer

  • Research Analyst

  • Predictive Modeling Specialist

With companies across every industry relying on data-driven decision-making, professionals skilled in Data Science & Machine Learning are among the most sought-after in the job market today.

Why Choose NextGen Institution for Data Science and Machine Learning Training

NextGen Institution stands out as one of the best AI and Data Science training institutes in Bangalore because of our consistent results, expert mentorship, and student success stories.

Why Learners Prefer NextGen Institution:

  • 10+ years of training excellence

  • Industry-certified trainers with practical experience

  • Project-based learning approach

  • Small batches for better interaction

  • Real-world projects and case studies

  • 100% placement support until you’re hired

  • Affordable fee with flexible payments

  • Lifetime access to learning materials

We don’t just teach — we transform learners into professionals ready to lead in the world of Data Science & AI.

Join the Future with NextGen Institution

Data is the new oil, and Machine Learning is the engine that drives it. The future belongs to those who can analyze data, identify trends, and build intelligent systems that make smart decisions.

By enrolling in NextGen Institution’s Data Science and Machine Learning course, you’re investing in a career that combines logic, creativity, and technology. Whether your goal is to work in top IT firms, join startups, or lead AI projects, this course gives you the skills to make it happen.

Start your journey with NextGen Institution today — learn from experts, work on real projects, and become a certified professional in Data Science & Machine Learning.

Enroll Now
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