Diary 2020 - 2021

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Diary

2020-9-16

  1. mlcourse.ai: assignment week 1 - exploratory data analysis.

2020-9-17

  1. mlcourse.ai:

    • assignment week 2 - visual data analysis.

    • assignment week 3 - classification, decision trees, and k-NN.

2020-9-18

  1. Technique: convert categorical to numerical.

  2. Review machine learning Caltech: Learning from data.

This repository is amazing for questions interview:

https://github.com/putao537/DeepLearning-500-questions

2020-9-19

  1. Coursera:

    • Neural network & Deep Learning - Andrew Ng - week 1 + week 2

2020-9-20

  1. Review data structure & algorithm:

    • Chapter 1 - Chapter 8 (Cracking the coding interview).

  2. Coursera:

    • Neural network & Deep Learning - Andrew Ng - complete week 2

  3. Logistic regression: deep understand.

Helpful course: https://developers.google.com/machine-learning/

2020-9-21

  1. Review data structure & algorithm:

    • Chapter IX (Cracking the coding interview): 1 - 2 - 3 (Array and strings, linked list, stack, and queues).

  2. Coursera:

    • Neural network & Deep Learning - Deeplearning.ai - complete week 3 + week 4.

  3. mlcourse.ai:

    • week 5 - Bagging and random forest + week 5 assignment

2020-9-22

  1. mlcourse.ai:

    • week 6 - Feature engineering & feature selection.

    • week 7 - Unsupervised learning - PCA and clustering.

    • week 8 - Learning with Gigabytes of Data.

  2. Coursera:

    • Improve DNN: Hyperparameter tuning, Regularization, and Optimization - week 1 + week 2

2020-9-23

  1. Coursera:

    • Improve DNN: Hyperparameter tuning, Regularization, and Optimization - week 3

  2. mlcourse.ai:

    • week 9 - Time-series Analysis with python.

  3. Understanding ROC - AUC curve: https://towardsdatascience.com/understanding-auc-roc-curve-68b2303cc9c5

2020-9-24

  1. Coursera:

    • Structuring Machine Learning Projects - week 1

  2. mlcourse.ai:

    • week 10 - Gradient boosting.

2020-9-25

  1. Coursera:
    • Structuring Machine Learning Projects - week 2

2020-9-26

  • HCMUS - CTF

2020-9-27

  1. HCMUS - CTF: I learned how to decompile the Android app and go lang! It’s quite interesting.
    • Top 3 HCMUS - CTF ❤
    • Hơi tiếc vì không đủ thời gian để dò flag bài RE cuối cùng.

2020-9-28

  • Relax.

2020-9-29

  1. Coursera:
    • Assignment - Improve DNN - week 1 + week 2

2020-9-30

  1. Coursera:
    • Assignment - Improve DNN - week 3
  2. Tìm hiểu hexo và làm blog với next-theme.

Nice blog: https://theme-next.js.org

2020 - 10 - 1

  1. Coursera:
    • Assignment - Structuring Machine Learning Projects - week 1 + week 2
  2. Hoàn thành blog, sau này sẽ làm thêm trang document.
  3. Đi chơi trung thu 🎉
  4. Viết blog học latex và markdown: LaTex formula syntax

2020 - 10 - 2

  1. Coursera:
    • Convolution Neural Network - week 1
  2. Viết blog Learning Path.

2020 - 10 - 3

  1. Cài lại windows cho sạch sẽ trước khi làm luận văn.
  2. Coursera:
    • Convolution Neural Network - week 2
  3. Đi dạo tí thì trời mưa :sad: sau đó vào làm 3 chai bia rồi về ngủ 🎉.

2020 - 10 - 4

  1. Coursera:
    • Convolution Neural Network - week 3
  2. Nhận luận văn tốt nghiệp
    • Lập một lộ trình và diary riêng cho luận văn tốt nghiệp

2020 - 10 - 5

  1. Coursera
    • Convolution Neural Network - week 4
    • Assignment - CNN - week 1

2020 - 10 - 6

  1. Coursera
    • Sequence Model - week 1
    • Assignment - CNN - week 2
  2. Beers

2020 - 10 - 7

  1. Coursera
    • Sequence Model - week 1
    • Assignment - CNN - week 3

2020 - 10 - 8

  1. Coursera
    • Sequence Model - week 2
    • Assignment - CNN - week 4

2020 - 10 - 9

  1. Coursera
    • Sequence Model - week 3

2020 - 10 - 10

  1. Coursera
    • Sequence Model - week 3

2020 - 10 - 11

  1. Coursera
    • Sequence Model - week 3
  2. Trà đá hacking #9

2020 - 10 - 12

  1. Coursera:
    • Sequence Model - week 3
    • Assignment - Sequence Model - Quiz 1,2,3

2020 - 10 - 13

  1. Coursera:
    • Assignment - Sequence Model - week 1
  2. Stanford:
    • Introduction to IoT:
      • Overview
      • Cool Application
    • Introduction to Web Security:
      • HTTP

2020 - 10 - 14

  1. Coursera:
    • Building Web Applications in PHP:
      • PHP syntax
      • Install LAMP
      • HTML, CSS
    • OOP in Java:
      • Setup Java and Eclipse
      • GUI: processing

2020 - 10 - 15

  1. Coursera:
    • SQL, MySql
    • Building Web Applications in PHP:
      • Complete basic PHP and HTML Forms

2020 - 10 - 16

  1. Coursera
    • Web application:
      • Basic XSS (HTML injection), SQL Injection
      • Cookie, Session
      • PDO, run SQL Queries in PHP
    • Review Sequence Model:
      • Word2Vec
      • GloVe
      • LSTM, Keras

2020 - 10 - 17

  1. Coursera
    • Web application:
      • Javascript, Jquery, JSON

        2020 - 10 - 18

  2. Coursera
    • Web application:
      • Coding some projects using PHP and MySQL: Login, Logout, CRUD
      • Session and cookie

        2020 - 10 - 19

  3. Coursera
    • Front end:
      • Bootstrap
    • Web Application:
      • Coding some projects using JQuery and JSON

2020 - 10 - 20

  1. Coursera
    • Front end:
      • Bootstrap
    • Web scrapping with Python
      • Parse HTML
      • Parse XML
      • Parse JSON
    • Regular expression

2020 - 10 - 21

  1. Coursera
    • Front end:
      • Bootstrap

2020 - 10 - 22

  1. Coursera
    • Front end:
      • Bootstrap

2020 - 10 - 23

  1. Coursera
    • Front end:
      • Bootstrap

2020 - 10 - 24

  1. Coursera
    • Front end:
      • React component

2020 - 10 - 25

  1. Coursera
    • Front end:
      • React component

2020 - 10 - 26

  1. Setup environment for Go in Windows
  2. Setup WSL with Visual Studio Code

2020 - 10 - 27

  1. Coursera
    • Go for web services:
      • Basic, functions, structs

2020 - 10 - 28

  1. Coursera
    • Go for web services:
      • Interface, composition

2020 - 10 - 29

  1. Deadline crawl data SoundCloud with API
  2. Multithread, Multiprocess, Async in Python

2020 - 10 - 30

  1. Deadline crawl data SoundCloud with API
    • 1000 HTTP requests
  2. Look for document for my thesis

2020 - 10 - 31

  • Relax

2020 - 11 - 1

  1. Thesis
    • Report 1

From 2020 - 11 - 2 to 2020 - 11 - 22

  1. Zalo AI

From 2020 - 11 - 23 to 2020 - 11 - 27

  1. SmartCity Challenge AI4VN

From 2020 - 11 - 28 to 2020 - 12 - 3

  1. Deadline data science
    • SoundCloud

From 2020 - 12 - 3 to 2020 - 12 - 9

  1. Review deep learning specialization

From 2020 - 12 - 10 to 2020 - 12 - 20

  1. Project T5 and goodreads recommendation

From 2021 - 1 to 2021 - 7

  1. All in thesis: Image reconstruction from brain waves EEG
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