code-in-medellin / academy_python-beginners

A very humble series of notebooks for beginners in Python

Quantrack Company Builder - Python crash course

Data-analysis using Python

Course planning here

A very humble series of notebooks for beginners in Python 3. You will also find various presentations on talks folders, including our meet-up.

• If you want to join the spanish-speaking Slack - please e-mail me at [e-mail].

• If you want to organize training within your company: https://quantrackacademy.io

• Interested in our work ? https://quantrack.io

I. Python Syntax - Basics - notebooks_part_I

1. Python Syntax - Part 1

     1. Python Basics
     2. Lists, some built-in functions
     3. Loops

2. Python Syntax - Part 2.

     1. Functions, basics
     2. Notebook of -difficult- exercises 
     3. Dictionaries

II. Data-analysis - Introduction - notebooks_part_II

1. Data-analysis : Basics

     1. Pandas, NumPy : Basics - Part.1
     2. Pandas, NumPy : Basics - Part.2
     3. Pandas, NumPy : Exercises only - Part.1

2. Data-analysis : Intermediate

     1. Data-analysis : Titanic data-set - See Footnote 
     2. BTCUSDT Candlestick on Binance - Binance API - See Footnote
     3. Set-up an alert system using smtplib 

If you want more exercises and examples you can check out hackerrank.com, a great website for self-taught programmers. Also, you can check out our blog : https://quantrack.github.io. Our articles are featured in www.secjuice.com , an amazing community-driven Cyber-security blog.

We are also on meet-up

Notebooks also include exercises with corrections. Feel free to fork, clone, and pull-request on this repo !

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[1] : You can download Titanic data-set here
[2] : You need to create an account on https://binance.com and get your API KEY and API SECRET KEY to connect to Binance API.