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python100daysofcode's Introduction

Python100DaysOfCode

In this repo, I share some scripts and notebooks mainly related to finance but random too.

Day1

I've learned how to (i) set git and github in my computer, (ii) make commits, edit code; and (iii) also how to collaborate in a team developing project.

Day2

  • Pulled down a couple of repos (Python related) from GitHub with Git Bush
  • Set properly VSCode with Py plugins
  • Set properly VS2019 with C++ build tools to run #PyPortfolioOpt
  • Updated my readme log

My expected plan is following the next journey in learning Python:

  • Pandas: Data loading and manipulation
  • Numpy: Vector operations, mathematical, scientific functions
  • Matplotlib + Seaborn + Plotly: Visualización y gráficas
  • SciPy + Scikit-Learn: stats and classic ML algorithms
  • Tensorflow: Machine learging
  • Keras: Neurals Network

Day3

Out of topic. I coded a little program in C# that interacts with Ms Excel, using the reference "http://Microsoft.Office.Interop.Excel" It didn't run but It will.

Day4

I worked with a the Day3 file and I finally got to run the C# code. It was a simple application about registration of sales and vendors.

Day5

I started with the Python Journey. Following the suggestion of working in real-world problems, I started with a small app of webscrapping with #Requests and #BeautifulSoup. The main task was download 96 files from an academic website.

Day6

I needed to create a script to allow sending customized emails in terms of body and attachments in a matter of one click. To do so, I used the libraries: #Smtlib, #Pandas and #Email.mime.

Day7

I took the book "Foundations for Analytics with Python" (Brownley, 2016) as a guidance. Started with the "Python basics building blocks":

  • Strings
  • Regular expressions and pattern matching
  • Dates
  • Lists

Day8

Following with the "Python basics building blocks":

  • Tuples
  • Dictionaries
  • Control flow

Day9

I worked with #DateTime libraries #Date and #Time. Worked with:

  • Database with date column
  • Attributes of a datetime object: year, month, day, weekday.
  • Calculating differences between two dates.

Day10

I had troubles updating Spyder to 5.1.5 version with Conda. The suggested and conventional way to update lead to 8 hours of proccessing without any success. Finally, I found a suggested solution from a Spyder maintainer

conda remove spyder
conda remove python-language-server
conda update anaconda
conda install spyder=5.1.5

Day11

DateTime

my_datetime = datetime = (year, month, day, hour, minute, second, microsecond)
print(my_datetime)

2021-02-20 22:30:12.500000

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