Devcon-Class-Tutorial

Gathers tutorials and classes materials.

Python

1. Python Data Science Tutorial (Jan 2018)

Covered Python syntax and data types, Numpy, Matplotlib and Seaborn.

2. Python for Cikgu (2018)

Covered Python syntax for Cikgu.

3. Flask for School (June 2018)

Covered Flask web framework for Form 2 students.

4. Computer Vision Tutorial (Devcon 4 2018)

Covered object detection using haar cascade opencv.

5. NLP Tutorial (Devcon 4 2018)

Covered bag-of-word, n-gram, tfidf and bayes sklearn classification.

6. Social network analysis (Devcon 4 2018)

Study social network and visualization.

7. Statistics Tutorial (Jan 2018)

basic statistics using Python.

8. Dask Tutorial (September 2018)

flexible parallel computing using Dask.

9. Tensorflow Tutorial (2018)

Deep learning tutorial using Tensorflow.

10. Crawler with Sentiment Analysis (Devcon 5)

Crawler using beautiful soup with sentiment analysis.

Javascript

1. IOT (2018)

use socket-IO to do realtime web application with physical sensors.

2. Tensorflow-JS Tutorial (2018)

feed-forward, convolutional, recurrent neural network using Tensorflow JS.

Misc

1. Docker (August 2018)

cover docker theories and hands-on.

2. Elastic search + Kibana (August 2018)

cover elastic search and kibana.

Swift & IOS

1. Swift OOP (2017)

cover OOP for Swift.

2. IOS Tutorial (2017)

3. IOS Tutorial 2 (2017)

Java

1. Chess game (2017)

tutorial how to develope chess terminal using Java.

2. Java NOOB (September 2018)

covered Object Oriented, Collections, Exceptions, File I/O, Standard I/O, String, Date, Date-TimeZone-Locale