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Machine Learning Course - Master ML Algorithms & Python

Master machine learning algorithms and Python for data science

40 Hours 100 Lessons 15 Quizzes 10 Assignments Certificate Included
Intermediate Level English
1 students enrolled

About the Machine Learning Course

Are you ready to master machine learning and data science? Notes Time offers the most comprehensive Machine Learning Course in Patna, Bihar with flexible learning options.

Our Machine Learning course is designed for beginners who want to become ML engineers and data scientists. Whether you're a student, developer, or career changer, this course will equip you with the skills needed to build intelligent systems using Python and popular ML libraries.

Why Choose Our Machine Learning Training?

  • Dual Learning Modes: Learn online from anywhere or attend offline classes at our Patna center
  • Industry-Ready Curriculum: 100+ lessons covering Python, NumPy, Pandas, and Scikit-learn
  • Real-World Projects: Build 10+ ML projects including prediction models and recommendation systems
  • Placement Assistance: Job support for students completing the course
  • Certification: Industry-recognized ML certificate upon completion
Offline Classes Available at: Notes Time Learning Center, Patna, Bihar. Limited seats available for classroom training.

Course Fee

₹2,999.00 ₹3,999.00

(25% off - Limited Period)


Duration: 40 Hours

Lessons: 100+

Quizzes: 15

Assignments: 10

Certificate Included

Lifetime Access

Level: Intermediate

Language: English

Enroll Now

30-day money-back guarantee

What You'll Learn

Master machine learning algorithms and techniques

Python for ML

Python programming, data structures, functions, and OOP

Data Analysis

NumPy, Pandas, data cleaning, and exploratory data analysis

Regression

Linear regression, polynomial regression, and regularization

Classification

Logistic regression, decision trees, random forests, SVM

Clustering

K-means, hierarchical clustering, and DBSCAN

Model Evaluation

Cross-validation, metrics, hyperparameter tuning

ML Tools & Libraries You'll Master

Industry-standard machine learning tools

Python

NumPy

Pandas

Matplotlib

Scikit-learn

Seaborn

Course Curriculum

100+ lessons across 8 comprehensive modules

  • Python Basics & Installation 25 min
  • Data Types & Control Structures 30 min
  • Functions & Modules 25 min
  • File Handling & Exception Handling 25 min
  • OOP in Python 30 min
  • Lab: Python Programming Practice 45 min

  • NumPy Arrays & Operations 30 min
  • Indexing, Slicing & Broadcasting 25 min
  • Pandas Series & DataFrames 35 min
  • Data Cleaning & Preprocessing 30 min
  • Handling Missing Values & Outliers 30 min
  • Lab: Data Analysis with Pandas 55 min

  • Matplotlib Fundamentals 25 min
  • Line Plots, Bar Charts & Histograms 25 min
  • Scatter Plots & Box Plots 25 min
  • Seaborn for Statistical Visualization 30 min
  • Subplots & Customization 20 min
  • Lab: Visualizing Data 45 min

  • Introduction to Supervised Learning 25 min
  • Simple Linear Regression 30 min
  • Multiple Linear Regression 30 min
  • Polynomial Regression 25 min
  • Regularization (Ridge, Lasso, ElasticNet) 35 min
  • Project: House Price Prediction 60 min

  • Logistic Regression 30 min
  • K-Nearest Neighbors (KNN) 25 min
  • Decision Trees 35 min
  • Random Forests 30 min
  • Support Vector Machines (SVM) 35 min
  • Naive Bayes Classifier 25 min
  • Project: Customer Churn Prediction 60 min

  • Introduction to Clustering 25 min
  • K-Means Clustering 30 min
  • Hierarchical Clustering 30 min
  • DBSCAN Clustering 25 min
  • Principal Component Analysis (PCA) 30 min
  • Project: Customer Segmentation 55 min

  • Train-Test Split & Cross-Validation 25 min
  • Evaluation Metrics (Accuracy, Precision, Recall, F1) 35 min
  • Confusion Matrix & ROC Curves 30 min
  • Grid Search & Random Search 30 min
  • Bias-Variance Tradeoff 25 min
  • Lab: Model Optimization 50 min

  • Project 1: Stock Price Prediction 60 min
  • Project 2: Spam Email Classifier 60 min
  • Project 3: Credit Card Fraud Detection 60 min
  • Project 4: Movie Recommendation System 60 min
  • ML Career Paths & Interview Preparation 30 min
  • Portfolio Review & Career Guidance 30 min

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Flexible Learning Options

Choose the mode that suits your lifestyle

Online Mode

Learn from anywhere in India or worldwide

  • Live interactive sessions
  • Recorded lectures available
  • 24/7 doubt support
  • Jupyter notebook environment
  • Lifetime access to materials

Offline Mode (Patna, Bihar)

Classroom training at our Patna learning center

  • In-person instructor guidance
  • Hands-on practical sessions
  • Peer learning environment
  • Networking opportunities
  • Free Wi-Fi & computer access

Career Opportunities After This Course

Job roles you can target after ML training

Machine Learning Engineer

Average Salary: ₹6-12 LPA

Data Scientist

Average Salary: ₹7-15 LPA

Data Analyst

Average Salary: ₹4-8 LPA

AI/ML Developer

Average Salary: ₹5-10 LPA

Ready to Master Machine Learning?

Join thousands of students who have transformed their careers with Notes Time

Limited seats available for offline classes. Register early!

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