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    Python

    Python

    Learn the most important language for data science.

    Subjects:
    Computing
    Keywords:
    Python (Computer program language)
    Resource Type:
    Others
     
  • Others 
    Python For Beginners

    Python For Beginners

    Welcome! Are you completely new to programming? If not then we presume you will be looking for information about why and how to get started with Python. Fortunately an experienced programmer in any programming language (whatever it may be) can pick up Python very quickly. It's also easy for beginners to use and learn, so jump in!

    Course related:
    EIE3343 Computer System Principles
    Subjects:
    Computing
    Keywords:
    Python (Computer program language)
    Resource Type:
    Others
     
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    Google's Python Class

    Google's Python Class

    Welcome to Google's Python Class -- this is a free class for people with a little bit of programming experience who want to learn Python. The class includes written materials, lecture videos, and lots of code exercises to practice Python coding. These materials are used within Google to introduce Python to people who have just a little programming experience. The first exercises work on basic Python concepts like strings and lists, building up to the later exercises which are full programs dealing with text files, processes, and http connections. The class is geared for people who have a little bit of programming experience in some language, enough to know what a "variable" or "if statement" is. Beyond that, you do not need to be an expert programmer to use this material. To get started, the Python sections are linked at the left -- Python Set Up to get Python installed on your machine, Python Introduction for an introduction to the language, and then Python Strings starts the coding material, leading to the first exercise. The end of each written section includes a link to the code exercise for that section's material. The lecture videos parallel the written materials, introducing Python, then strings, then first exercises, and so on. At Google, all this material makes up an intensive 2-day class, so the videos are organized as the day-1 and day-2 sections. This material was created by Nick Parlante working in the engEDU group at Google. Special thanks for the help from my Google colleagues John Cox, Steve Glassman, Piotr Kaminksi, and Antoine Picard. And finally thanks to Google and my director Maggie Johnson for the enlightened generosity to put these materials out on the internet for free under the Creative Commons Attribution 2.5 license -- share and enjoy!

    Course related:
    COMP1002 Computational Thinking
    Subjects:
    Computing
    Keywords:
    Python (Computer program language)
    Resource Type:
    Others
     
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    Data Analysis with Python

    Data Analysis with Python

    Python can be easy to pick up whether you're a first time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way writing programs with Python!

    Subjects:
    Computing
    Keywords:
    Computer programming Python (Computer program language) Information visualization Computer science
    Resource Type:
    Others
     
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    freeCodeCamp - Data Analysis with Python

    freeCodeCamp - Data Analysis with Python

    In these comprehensive video courses, created by Santiago Basulto, you will learn the whole process of data analysis. You'll be reading data from multiple sources (CSV, SQL, Excel), process that data using NumPy and Pandas, and visualize it using Matplotlib and Seaborn, Additionally, we've included a thorough Jupyter Notebook course, and a quick Python reference to refresh your programming skills.

    Course related:
    AMA1600 Fundamentals of AI and Data Analytics and AMA1751 Linear Algebra
    Subjects:
    Mathematics and Statistics and Computing
    Keywords:
    Computer programming Computer science Python (Computer program language)
    Resource Type:
    Others
     
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    Causal Inference for The Brave and True

    Causal Inference for The Brave and True

    Causal Inference for The Brave and True

    Course related:
    MM501 Research Methods
    Subjects:
    Statistics and Research Methods
    Keywords:
    Social sciences -- Statistical methods
    Resource Type:
    Others
     
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    Codecademy: Learn to Code for Free

    Codecademy: Learn to Code for Free

    Learn to Code for Free. We're here to make coding more accessible, so everyone can learn the skills they need to upgrade their careers. For example, you can learn Python, HTML, CSS, and JavaScript.

    Subjects:
    Computing
    Keywords:
    Computer programming Programming languages (Electronic computers)
    Resource Type:
    Others
     
  • Others 
    Intro to SQL

    Intro to SQL

    Learn SQL for working with databases, using Google BigQuery to scale to massive datasets.

    Subjects:
    Computing
    Keywords:
    Database management SQL (Computer program language)
    Resource Type:
    Others
     
  • Others 
    Advanced SQL

    Advanced SQL

    Take your SQL skills to the next level.

    Subjects:
    Computing
    Keywords:
    Database management SQL (Computer program language)
    Resource Type:
    Others
     
  • Others 
    GeoPandas 0.10.2+0.g04d377f.dirty

    GeoPandas 0.10.2+0.g04d377f.dirty

    GeoPandas is an open source project to make working with geospatial data in python easier. GeoPandas extends the datatypes used by pandas to allow spatial operations on geometric types. Geometric operations are performed by shapely. Geopandas further depends on fiona for file access and matplotlib for plottin

    Subjects:
    Land Surveying and Geo-Informatics and Computing
    Keywords:
    Geospatial data -- Data processing Python (Computer program language)
    Resource Type:
    Others