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    LiveLessons - Modern Python: Big Ideas and Little Code in Python

    Posted By: lucky_aut
    LiveLessons - Modern Python: Big Ideas and Little Code in Python

    LiveLessons - Modern Python: Big Ideas and Little Code in Python
    Duration: 8h 10m | Video: 1280x720 30fps | Audio: AAC, 48 kHz, 2ch | Size: 4.35 GB
    Genre: eLearning | Language: English


    Modern Python LiveLessons: Big Ideas and Little Code in Python provides developers with an approach to programming in Python that expresses big ideas succinctly, with the minimum of code, allowing the business logic to shine through. It does so using a number of relevant examples from current problems, including data analytics and social media.

    Description
    In this video training, Raymond Hettinger starts by introducing modern Python foundational skills, tools, and techniques in the first half of the lessons. In the second part he shows you how to apply the tools and techniques to a real application.

    About the Instructor

    Raymond Hettinger has been a Python Core Developer since 2001 and received the Python Software Foundation Distinguished Service Award in 2014. Currently, he runs an international Python training and consulting business. He is the author of many parts of Python, including itertools, collections, sets, soerted, enumerate, and reversed.

    Skill Level
    Intermediate

    What You Will Learn
    Core skills of modern Python that enable you to elegantly code powerful solutions succinctly and efficiently

    How to use continuous and discreet functions in the random module, collections.Counter(), lambda, list operations, chained comparisons, and f-strings
    How to use random.choice() and random.sample(); do resampling, bootstrapping, and significance testing; and run simulations
    How to run static analysis on code with type hints and use static type checking
    How to use defaultdict for grouping, key functions for data ordering, and zip* to transpose data, and how to flatten 2D data with multiple loops and list comprehension
    How to use k-means to implement unsupervised learning
    More defaultdict skills with which to pivot and accumulate data and reverse a one-to-many mapping
    How to use sorted, bisect, and merge and how to conserve memory with string interning
    How to normalize text and use the hashing tools in hashlib
    How to use Bottle to build REST APIs and web applications
    How to test using pytest, itertools, Hypothesis, pyflakes, mypy, and data validators
    Who Should Take This Course
    Developers looking to improve their modern Pythons skills

    Course Requirements
    Basic understanding of programming and development
    Familiarity with the Python language