Machine Learning Bootcamp

Mode: Recorded Student Live Sessions

Duration: Extensive 40+ hours of curriculum with hands-on projects meeting industry standards.

Access: Lifetime

Course Language: English

NOTE: Python and Statistics Playlist videos in the course curriculum are the Pre-Requisites for a better understanding of Machine Learning Bootcamp

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About the course

In this intensive Machine Learning Bootcamp, participants will delve deep into machine learning algorithms, focusing on theoretical understanding and practical implementation. The course is designed for individuals with a basic knowledge of programming and mathematics who are eager to gain a comprehensive understanding of machine learning principles.

Live Classes Lifetime Access

Watch Anywhere, Anytime

Learn from Basic to Advance

Discuss with the Educator

Course Content:

Basic - Intermediate Machine Learning Learning Introduction

🎯 What is Machine Learning?
🎯 Types of Machine Learning
🎯 Machine Learning Applications Across Industries
🎯 Challenges of Machine Learning
🎯 Future of Machine Learning

Supervised Learning

🎯 Linear Regression

🎯 Bias- Variance Tradeoff and Regularization

🎯 Logistic Regression and Classification
🎯 Decision Trees

🎯 Naive Bayes
🎯 Support Vector Machines

Intermediate - Advanced Machine Learning
Unsupervised Learning

🎯K-Means Clustering Algorithm
🎯Hierarchical Clustering
🎯DBSCAN
🎯t-Distributed Stochastic Neighbor Embedding (t-SNE)
🎯Principal Component Analysis (PCA)

Boosting

🎯Introduction to Boosting Algorithms

🎯Differences between bagging and boosting
🎯Adaboost

🎯Gradient Boosting

🎯XGBoost

Projects Implementation

🎯 Machine Learning in Healthcare

🎯 Machine Learning in Financial Area

🎯 Capstone Project

Syllabus

Who can take this Course?

Tech Enthusiasts

Managers

Developers

Working Professionals

Freelancers

College Students

School Students

Interested Beings

Anyone who is looking to learn a new skill or upskill themselves can take this course

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All our programs include

Real world Projects

With real-world projects and immersive content you’ll master the tech skills companies want.

Technical Mentor Support

Our knowledgeable mentors guide your learning and are focused on answering your questions and keeping you on track.

LIVE Sessions

Get High-Quality LIVE Sessions that help you stay consistent and engaged with the course

Doubt clearing

Doubt would be discussed in the live classes

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Meet Your Mentor

Priya Bhatia, a master's graduate in AI from IIT Hyderabad, received the prestigious Reliance Foundation scholarship for her excellence in AI and computer science. She authored an IEEE-published research paper on AI in healthcare, showcasing her ability to contribute to technological advancements. With over three years of experience in Data Science with companies like Thales and iNeuron.ai, Priya has applied her academic knowledge to real-world challenges, delivering data-driven solutions. Alongside her professional achievements, she is a dedicated mentor and public speaker in Data Structures and Algorithms (DSA) and Data Science. Through her YouTube channel, "Priya Bhatia," she shares educational content, solidifying her role as a distinguished figure in the AI and Data Science field.

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Machine Learning Bootcamp

About the course

Live Classes Lifetime Access

Watch Anywhere, Anytime

Learn from Basic to Advance

Discuss with the Educator

Course Content:

Syllabus

Who can take this Course?

All our programs include

Real world Projects

Technical Mentor Support

LIVE Sessions

Doubt clearing

Meet Your Mentor

Course Feedback