Introduction to Machine Learning

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

Aug 28

4 weeks
Timetable

7 - 9pm

Tue & Thu
Price

6,000,000 VND

Student Discount Available
Location

Copac Square

G - floor, 12 Ton Dan, District 4

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 5-week Advanced Machine Learning Course, in which they will study to become a professional Data Scientist/Machine Learnist.

REQUIREMENTS

The course is a prerequisite to the 5-week Advanced Machine Learning Course, in which you will study to become a professional Data Scientist/Machine Learnist.

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, Dummy Variables

Lab: Predicting University Student Admissions

Assignment: Predicting if your Wife Will Have an Affair

Week 4 - K-Means and Random Forests


Lecture: Build Your First Classifiers

Lab: Basic Image Recognition

Assignment: MNIST Handwriting Image Recognition

TESTIMONIALS

Nguyen do swift3

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.

Hoan le

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.

Dan tong swift1

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.

Nguyen nhat hoang ruby

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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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!

Hoa tran swift1

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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