Introduction to Supervised Learning using Regression and Random Forests

A fast-paced introduction to using Python for basic machine learning. Topics covered are decision trees, linear/logistic regression, and random forest classifiers - all the basics you need to know to set up your first machine learning models.

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Start day

Oct 30

4 weeks
Timetable

7 - 9pm

Tue&Thu
Price

5,000,000 VND

Student Discount Available
Location

Copac Square

G - floor, 12 Ton Dan, District 4

Instructor

Do Hai Minh

Minh1

A goal-oriented, ambitious programmer with strong analytical technical background of education & practices.

Proactive, hard-working in nature and delicate for quality of solution and performance. Finding passion & motivation in challenges relating to creative problem-solvers

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SYLLABUS

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COURSE OVERVIEW

Graduates will understand the basics of using Python and its libraries including Pandas and Scikit-Learn to analyze data and build basic classifiers. The capstone project is to perform image recognition on the MNIST image dataset. By completing the course, graduates will be qualified to take the following 4 weeks Machine Learning Level 2 Course.

REQUIREMENTS

Anyone with a knowledge of how to operate a computer and search for things on Google. Programming knowledge is always encouraged, but not necessary. For extra reference, feel free to investigate a few articles online about programming (your specific course will offer specific pre-material).

Week 1 - Exploring Data


Lecture: Python Intro. What is Data Science?

Lab: Exploring Breast Cancer

Assignment: Predicting Survival on the Titanic

Week 2 - Linear Regression


Lecture: Explaining Linear Regression

Lab: Exploring Restaurant Reviews

Assignment: Predicting Stock Prices

Week 3 - Logistic Regression


Lecture: Logistic Regression

Lab: Sentiment Analysis - Deploy your model

Assignment: Movie Review Analysis

Week 4 - Random Forests


Lecture: Build Your First Classifiers

Lab: Random Forests Example

Assignment: Final Project

TESTIMONIALS

TESTIMONIALS

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Nguyễn Nhật Hoàng

Senior Software Engineer

CoderSchool has done the awesome job which I haven't ever seen in Vietnam before. They teach people real-world skills in a market that is highly in demand with great material.

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Hoan Le

Senior Android Developer

There is so much passion and there are so many talented people here. It's simply one of the best IT training courses in Vietnam right now.

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Tran Quang Hoa

Software Engineer

If you are looking for courses not only to improve your programming skills but also to meet many talented people and to practice working in a multinational environment, I recommend you to apply.

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Nguyen Do

Backend Software Engineer

Wonderful bootcamp and strongly recommend it! it's such an intensive course with so many late nights, but definitely worth it - learn today and have your app on your device the next day.

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Dan Tong

Director of Kodimo Technologies

It's not only learning to code but also teamworking, and learning from others. I learned Swift from this amazing school and improve a lot since then.

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Ryan Dam

Engineer at PIXA studio

This course helps you learn as fast as possible, you have to run to catch up the course. The teachers is nice and learning environment is very friendly. This course is worth the time!

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