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Machine Learning Course – Step Into the Future of AI

Master Machine Learning with Hands-On Projects and Expert Guidance

Looking to build a career in artificial intelligence and data science? Our Machine Learning course is perfect for students, professionals, and coding enthusiasts aiming to learn ML from scratch or upskill. Cover everything from basic algorithms to advanced topics like neural networks, model tuning, and deployment. Get hands-on experience with real-world projects using Python, TensorFlow, and scikit-learn. Whether you're learning online or from areas like Mohali or Chandigarh, our flexible batches and expert-led sessions ensure you stay on track. Plus, benefit from resume building, mock interviews, and placement assistance to land your dream job in tech.

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Machine Learning Course

Course duration : 3 months 

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Unlock AI Mastery with the Best Machine Learning Course

Step into the world of Artificial Intelligence with a Machine Learning course designed to turn your curiosity into real-world skills. This in-depth program covers everything from data preprocessing, supervised and unsupervised learning, regression, and classification to neural networks and deep learning. You’ll build hands-on experience with Python, scikit-learn, TensorFlow, and more—working on real projects that prepare you for the challenges of the tech industry. Whether you’re a student, developer, or a professional looking to shift into data science, this course offers expert guidance, career support, and practical knowledge to help you succeed in the fast-growing AI space.



Why Choose The Skill Boost for Machine Learning Training?

  • Hands-on Experience: At The Skill Boost Institute, we focus on practical, project-based learning. You'll work on real-world datasets, build predictive models, and apply machine learning algorithms using Python, scikit-learn, and TensorFlow. Every module includes coding exercises and capstone projects to strengthen your understanding.
  • Experienced Trainers: Learn from seasoned data scientists and AI professionals with real industry experience. Our trainers simplify complex ML concepts and guide you step-by-step from fundamentals to advanced machine learning and deep learning techniques.
  • Comprehensive Curriculum: Our course covers the full spectrum of machine learning—data preprocessing, regression, classification, clustering, model evaluation, neural networks, and deep learning. Whether you're a beginner or looking to upskill, this curriculum prepares you for real AI challenges.
  • Flexible Timings: Whether you’re a student, working professional, or career switcher, our flexible class schedules fit your lifestyle. Join full-time or part-time, and attend evening batches that let you learn without disrupting your day.
  • Special Evening Batch (6 PM to 9 PM): Perfect for college students and working individuals, this batch ensures you can learn machine learning without sacrificing your regular commitments. Ideal for learners in and around Mohali and Chandigarh.
  • Job Placement Assistance: We’re with you beyond the course. Get personalized resume reviews, mock interview sessions, and career guidance to help you land roles in data science, ML engineering, and AI. We also connect you with hiring partners actively looking for ML talent.
  • Affordable Training: Top-quality machine learning education doesn’t have to break the bank. Our course is priced to be accessible while still offering premium content, experienced mentors, and dedicated support.
  • Coding Contest & Mock Interviews: Participate in real-world projects, coding hackathons, and mock interviews designed to simulate the actual hiring process in AI and tech companies. Boost your confidence, speed, and interview readiness.

What Makes The Skill Boost the Best Machine Learning Course?

The Skill Boost Institute offers a practical, industry-oriented Machine Learning program designed to build real-world expertise in AI, data science, and predictive modeling. With expert mentors, hands-on projects, and personalized career support, we prepare you to thrive in high-demand tech roles. Whether you're from Mohali, Chandigarh, or learning online, our structured training ensures you gain both technical depth and job-readiness.

Anyone interested in data, automation, and intelligent systems can take this course. It’s ideal for:
  • Students and freshers aiming to enter the fields of AI, machine learning, or data science
  • Working professionals looking to switch into ML/AI roles or upskill within tech
  • Engineers, analysts, and coders wanting to enhance their data-driven decision-making skills
  • Anyone with basic programming and math knowledge who wants to explore the world of intelligent systems

Machine Learning is driving innovation across industries—from healthcare to finance, retail to robotics. Mastering ML allows you to:
  • Build intelligent applications that learn and improve from data
  • Automate decision-making processes and uncover hidden patterns
  • Land top roles in AI, data science, and analytics at companies like Google, Meta, Amazon, and more
  • Stay competitive in a future where AI is at the core of technology

  • Core Concepts: Supervised and unsupervised learning, regression, classification, clustering, model evaluation
  • Tools & Frameworks: Python, scikit-learn, Pandas, NumPy, Matplotlib, TensorFlow, Keras
  • Advanced Topics: Neural networks, deep learning, feature engineering, hyperparameter tuning
  • Practical Projects: Real-world datasets, end-to-end ML model development, mini capstone projects
  • Problem-Solving: Case studies, coding exercises, model performance optimization
  • Career Prep: Resume building, mock interviews, job-oriented mentorship
  • Real-world projects and coding challenges

At The Skill Boost, our Machine Learning course is structured to be completed in 3 months. We offer both full-time and part-time learning options to match your schedule. A special evening batch (6 PM to 9 PM) is available for working professionals and students who prefer to learn after regular hours. Whether you're a beginner or transitioning into AI, our timeline ensures focused, efficient, and impactful learning.
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What you will Get at The Skill Boost ?

At The Skill Boost Institute, gain an ISO-certified qualification, hands-on experience with real-world data, and expert-led training in Machine Learning—all at an affordable price. With flexible class timings and a career-focused approach, we help you build practical AI skills, prepare for tech interviews, and land top roles in data science and ML.

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Key Features

  • 3 Months Duration (structured for fast and effective upskilling)
  • Hands-On ML Projects (work on real datasets, build predictive models, and solve business problems)
  • Proficiency in Python & ML Libraries (master tools like scikit-learn, Pandas, NumPy, TensorFlow)
  • Core Machine Learning Concepts (regression, classification, clustering, neural networks, model evaluation)
  • Deep Learning Fundamentals (intro to neural networks and hands-on practice with TensorFlow/Keras)
  • Live Case Studies & Real-World Use Cases (understand how ML powers industries like healthcare, finance, and e-commerce)
  • ISO-Certified Certificate (globally recognized credential to boost your resume)
  • GitHub Portfolio Building (publish your ML projects and show employers your real capabilities)
  • Resume & Interview Preparation (get expert feedback, mock interviews, and confidence to crack AI/ML roles)
  • 100% Placement Assistance (connect with hiring partners and access exclusive job opportunities)

Interested in Free Trial Classes?

Get 2 days of free classes!
Contact +(91) 83606-86961 or +(91) 96536-75538.



Machine Learning Syllabus

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  • Introduction to Machine Learning
    • What is Machine Learning?
    • Types of ML: Supervised, Unsupervised, Reinforcement
    • Real-world Applications of ML
  • Python for ML – Refresher & Essentials
    • Python Basics: Variables, Data Types, Operators, Loops, Functions
    • File Handling, Lists, Dictionaries, Tuples
    • Introduction to Jupyter Notebook
  • Math for Machine Learning
    • Basics of Linear Algebra: Vectors, Matrices, Matrix Multiplication
    • Statistics Essentials: Mean, Median, Variance, Standard Deviation
    • Probability Concepts and Distributions
  • Tools & Libraries Overview
    • NumPy, Pandas for Data Manipulation
    • Matplotlib & Seaborn for Data Visualization
  • Data Preprocessing & EDA
    • Handling Missing Data, Encoding Categorical Variables
    • Data Scaling & Normalization
    • Exploratory Data Analysis (EDA) Techniques

  • Supervised Learning Algorithms
    • Linear Regression
    • Logistic Regression
    • K-Nearest Neighbors (KNN)
    • Decision Trees
    • Random Forests
    • Support Vector Machines (SVM)
  • Unsupervised Learning Algorithms
    • K-Means Clustering
    • Hierarchical Clustering
    • Dimensionality Reduction: PCA, t-SNE
  • Model Evaluation Techniques
    • Accuracy, Precision, Recall, F1-Score
    • Confusion Matrix
    • ROC-AUC Curve
    • Cross-Validation Techniques
    • Grid Search for Hyperparameter Tuning
    • Understanding Bias-Variance Tradeoff

  • Intro to Neural Networks
    • Perceptron & Multi-Layer Perceptron (MLP)
    • Introduction to TensorFlow & Keras
    • Building and Training Simple Neural Networks
    • Image Classification Basics with Convolutional Neural Networks
      • (CNNs)
  • Project Work & Practice
    • Real-World Datasets: Titanic, House Prices, MNIST
    • Case Studies: Spam Detection, Product Recommendation
    • Mini Projects & In-Class Practice Assignments
  • Career Launch & Interview Prep
    • Resume Building for ML Roles
    • LinkedIn and GitHub Profile Optimization
    • Mock Interviews (Technical + ML-Based Rounds)
    • Common Interview Questions (Amazon, Google, etc.)
    • Capstone Project: End-to-End Machine Learning Workflow
    • 100% Placement Assistance and Job Referrals

Frequently Asked Questions (FAQ)

This course is ideal for students, software developers, data analysts, and working professionals who want to start or transition into careers in AI, data science, or machine learning.

Basic knowledge of programming (in Python or any language) is helpful, but we provide a refresher module at the beginning to bring everyone up to speed.

You’ll gain hands-on experience with Python, NumPy, Pandas, scikit-learn, Matplotlib, TensorFlow, Keras, and other essential ML tools and libraries.

Yes, the course includes multiple real-world projects using public datasets and a final capstone project to apply everything you’ve learned.

The Machine Learning course is designed to be completed in 3 months, with both full-time and evening batches available for flexibility.

Yes, the course is available in both online and offline formats. You can attend classes from anywhere or join our physical sessions if you're near Mohali or Chandigarh.

Absolutely! You'll receive an ISO-certified certificate upon successful completion, which is recognized and valued by employers.

We offer 100% placement assistance, resume-building sessions, LinkedIn optimization, mock interviews, and direct connections to hiring partners.

A basic understanding of math (especially linear algebra, statistics) and logical thinking is recommended. Programming knowledge helps but is not mandatory.

We offer flexible timings, including special evening batches (6 PM to 9 PM) for working professionals and college students.

Yes, the course includes technical interview prep, mock tests, and frequently asked ML interview questions to help you confidently face job interviews.

Yes! You’ll build a GitHub portfolio with your projects, which will be valuable when applying to ML roles and internships.

Technologies We Work With

HTML5

The standard markup language for creating web pages.

CSS3

Style sheet language for designing the layout of web pages.

Bootstrap

Popular front-end framework for responsive web design.

C

Powerful general-purpose programming language for system and application software.

C++

Extension of C language with object-oriented programming features.

PHP

Server-side scripting language for dynamic web development.

Node.js

JavaScript runtime environment for server-side applications.

JQuery

JavaScript library for simplifying web development.

Python

High-level programming language for general-purpose programming.

Java

Object-oriented programming language used for building scalable applications.

Power BI

Powerful tool for data analytics, visualization, and business intelligence.

MongoDB

Document-based NoSQL database for modern applications.

SQL

Structured Query Language for managing relational databases.

React

A JavaScript library for building user interfaces.

Express.js

Fast, unopinionated, minimalist web framework for Node.js.

Django

High-level Python web framework that encourages rapid development.

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