【Learning Record | This Week Summary】 Week 19 - Data Science & Haohe Street

coletangsy
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Week 19 refers to the 19th week of 2021, which is also the 4th week of my self-study.

Summary of the week

  1. Complete Bootcamp - Matplotlib, Seaborn
  2. Complete Data Science Math Skills
  3. Kaggle - Data Science Project
  4. Haohe Street looking at the sea



Content and Reflection

Bootcamp - Matplotlib, Seaborn

When using conda install matplotlib to install the Matplotlib package , Anaconda displays NotWritableError, The current user does not have write permissions to a required path. , I searched the Internet and opened Anaconda as an administrator according to someone else's method, and the problem was successfully solved. It's a little interlude.

Matplotlib and Seaborn are both plugins for Data Visualization on Python. What I know so far is limited to a relatively simple introduction on Bootcamp, but after watching some DS Projects on Kaggle, I feel that Seaborn functions more cover daily use.

Heatmap with seaborn built-in dataset "titanic".
Pairplot with seaborn built-in dataset "tips".


Data Science Math Skills

TheData Science Math Skills course is a Coursera course that I choose to conduct by audition. I chose it at the beginning, mainly because I hoped to use this course to review some mathematics and statistics that I had learned before but had been forgotten for so long. Then, it succeeded in doing so.


Kaggle - Data Science Project

I've been wondering where do I start with my project so I can put it on Profolio and use it as a project to showcase my skills to others. I was thinking, there are many different DS Projects on datacamp , and then you can go to datacamp and try more of their stuff. Later, on Kaggle ( introduction to Kaggle), I saw a question on Communities asking what DS Projects are suitable for newcomers to do , and I immediately had a feeling of "Ah! It's you!" In the coming week, I plan to continue my studies while starting to do Project practice.


Howard Street

Originally, I was thinking about whether to open a separate record, but after thinking about it, I felt that there was not much content, so I might as well put it together. In the end, the weather was really good, so I asked a friend to go out for a walk. It happened that my friend wanted to go to Haohe Street to see the sea, and we hit it off and agreed on Saturday afternoon.

Ho Wo Street is at the Tuen Mun entrance and exit of the Tuen Chi Tunnel. According to the online route, take K52 from Tuen Mun West Rail Station, get off at Wanghou Shek Station and walk for 10-15 minutes.

There were not many people when I first arrived, so I found a random place to sit and chat with my friends. Although the sun was shining brightly above, the cool sea breeze blew by, listening to the sound of the turbines of the cargo ship, looking at Tung Chung, and the vague outline of the airport, but felt very comfortable, and the whole person was very calm.

5, 6 o'clock Hao Wo Street

Back home, although the body is tired, but the mind has been cultivated. Next time, like the girl who passed by, you can bring a can of beer, a book, and read a book on the seawall alone.



Plan for the next few days

The main time is to focus on completing the Google Data Analytics Professional Certificate (6/8) , and then continue to Udemy's DS&ML Bootcamp in the evening to continue to implement the set learning plan. In addition, in the middle of the rest time, organize the Resume part, and try to follow the exercise videos of Youtube for training.



New week goals (Week 20)

  1. Complete Bootcamp - Capstone Project and update on Kaggle/Github
  2. Complete the Google Data Analytics Professional Certificate (6/8)
  3. Complete a Kaggle Project
  4. Organize Resume
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coletangsy學習 Data Science、Machine Learning 中,透過記錄,一步一步往目標前進。
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