Sat, Oct 19
|Online. Register to get the link
Supervised Machine Learning Hands-on Workshop
Master the topic of Supervised Machine Learning, by participating in a hands-on workshop.
Registration is Closed
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Time & Location
Oct 19, 2019, 10:30 a.m. – 1:30 p.m.
Online. Register to get the link
About the Event
About this Event
Master the topic of Supervised Machine Learning, by participating in a hands-on workshop.
PreRequisites:
- Working Knowledge of Python
- A basic understanding of statistics, linear algebra, and calculus
Benefits:
- Learn by involving yourself
- Detailed and thorough explanation of concepts with group discussions
- Zero gap in what you learn and what's used in industry
- Workshop conducted by Senior Data Scientist
- Solving Kaggle challenges as your take away
- Affordable pricing, limited number of students, comfortable, convenient schedule
Schedule: Online Webinar
- Saturday, October 19, 2019, 10:30 am - 1:30 pm (EST)
- Sunday, October 20, 2019, 10:30 am - 1:30 pm (EST)
Price: CAD75
Register for the event here
Webinar Link:
You will receive your Zoom Webinar Link upon registration.
Outline:
Introduction to Supervised Learning
- What is Supervised Learning ?
- How does supervised learning work ?
- Supervised vs. Unsupervised Learning
- Supervised Learning Algorithms
Regression And Classification
- Building the right model
- Model Accuracy
- Regression concepts and Examples
- Classification concepts and examples
- Group Discussion on Regression Examples
- Intuitive understanding of optimization methods
- Introduction to loss function and optimization methods ( gradient descent, stochastic gradient descent, batch SGD, momentum, Adam optimizer)
Hands-on Lab
- Environment Setup for Coding in Python
- Understand the Dataset
- Training Data Versus Test Data
- Building the model
- Scaling the Features Using scikit Learn
- Interpreting Results
Register for the event here
Instructor Profile: