Data Science & AI
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Machine Learning
Time Series Crash Course
Everything you need to use Time Series with confidence
By Aravind Kumar
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Advanced
English
0 learners
What you'll learn
- Understand the core concepts of Time Series and how they fit together
- Build hands-on projects using Time Series that you can add to your portfolio
- Apply Time Series to solve real, practical problems in Data Science & AI
- Follow industry best practices and avoid common Time Series mistakes
- Gain the confidence to use Time Series at work and in interviews
Skills you'll gain
Time Series
Practical Projects
Debugging
Best Practices
Problem Solving
Machine Learning
About this course
Want to get genuinely good at Time Series? This practical course in our Data Science & AI track takes you from the essentials to applied, real-world skills. You'll learn by building — not just watching — with downloadable resources and exercises throughout. Aravind Kumar guides you step by step through Machine Learning, focusing on the skills employers actually look for. Finish ready to put Time Series on your resume and use it with confidence.
Curriculum
Getting Started
- Welcome and what you'll build video · 17:00 ▶ Free preview
- Time Series in 10 minutes video · 06:00 ▶ Free preview
- Your first Time Series walkthrough video · 07:00
- Hands-on exercise video · 08:00
- Building the project — part 2 video · 09:00
Core Concepts
- Hands-on exercise video · 12:00
- Building the project — part 2 video · 13:00
- Best practices from industry video · 14:00
Hands-On Practice
- Best practices from industry video · 07:00
- A real-world case study video · 08:00
- Recap and where to go next video · 09:00
- Setting up your environment video · 10:00
Building Real Projects
- Welcome and what you'll build video · 14:00
- Time Series in 10 minutes video · 15:00
- Your first Time Series walkthrough video · 16:00
- Hands-on exercise video · 17:00
- Building the project — part 2 video · 06:00
Going Deeper
- Hands-on exercise video · 09:00
- Building the project — part 2 video · 10:00
- Best practices from industry video · 11:00
Best Practices
- Best practices from industry video · 16:00
- A real-world case study video · 17:00
- Recap and where to go next video · 06:00
- Setting up your environment video · 07:00