Data Science & AI
›
Machine Learning
Hyrespot Match
The Complete XGBoost Bootcamp
Go from fundamentals to job-ready XGBoost skills
By Sanjay Pillai
★
0.0
(0 ratings)
Basic
English
0 learners
What you'll learn
- Understand the core concepts of XGBoost and how they fit together
- Build hands-on projects using XGBoost that you can add to your portfolio
- Apply XGBoost to solve real, practical problems in Data Science & AI
- Follow industry best practices and avoid common XGBoost mistakes
- Gain the confidence to use XGBoost at work and in interviews
Skills you'll gain
XGBoost
Practical Projects
Debugging
Best Practices
Problem Solving
Machine Learning
About this course
Learn XGBoost the practical way. This Data Science & AI course focuses on doing: you'll work through real examples in Machine Learning, understand the why behind each technique, and finish with projects for your portfolio. Sanjay Pillai keeps things clear and example-led, so you build genuine, transferable skill. By the end you'll be ready to use XGBoost confidently at work and in interviews.
Curriculum
Getting Started
- Welcome and what you'll build video · 15:00 ▶ Free preview
- XGBoost in 10 minutes video · 16:00 ▶ Free preview
- Your first XGBoost walkthrough video · 17:00
Core Concepts
- Your first XGBoost walkthrough video · 10:00
- Hands-on exercise video · 11:00
- Building the project — part 2 video · 12:00
- Best practices from industry video · 13:00
Hands-On Practice
- Debugging and troubleshooting video · 17:00
- Performance and optimisation video · 06:00
- Testing your work video · 07:00
- Welcome and what you'll build video · 08:00
- XGBoost in 10 minutes video · 09:00
Building Real Projects
- Welcome and what you'll build video · 12:00
- XGBoost in 10 minutes video · 13:00
- Your first XGBoost walkthrough video · 14:00