Getting Productive with Modern Python
Getting Productive
What you will be taught
   Persist your work and knowledge throughout time with Python databases
Create sooner and extra compact purposes with superior comprehensions and containers
Perceive your program’s pace and bottlenecks with profiling
Enhance the pace at which you interface with input-output channels through concurrency
Leverage fashionable multithreaded CPUs with parallelism to reinforce efficiency
Package deal your Python code so you may distribute it and share it with different builders
Necessities
   Some Python programming expertise can be useful.
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Description
Python is straightforward, nevertheless it is not straightforward. Python emphasizes code readability, utilizing indentation and whitespaces to create code blocks. This makes it easier than C++ or Java, the place curly braces and key phrases are scattered throughout the code. Python is high-level, which permits programmers such as you to create logic with fewer traces of code.
This course follows a problem-solution format to deal with widespread roadblocks in Python programming. How can we deal with massive datasets and recordsdata, processing them in Python effectively? How can we tackle efficiency points for long-running duties?
There is no such thing as a different course that may remodel each nook of your Python code. After going by means of the course, you may be assured sufficient to make use of Python on your large-scale purposes and can carry out duties sooner and simpler.
Concerning the Writer
Colibri Digital is a know-how consultancy firm based in 2015 by James Cross and Ingrid Funie. The corporate works to assist its shoppers navigate the quickly altering and sophisticated world of rising applied sciences, with deep experience in areas resembling Massive Information, Information Science, Machine Studying, and Cloud Computing. Over the previous few years, they’ve labored with a number of the world’s largest and most prestigious corporations, together with a tier 1 funding financial institution, a number one administration consultancy group, and one of many World’s hottest gentle drinks corporations, serving to every of them to higher make sense of its knowledge, and course of it in additional clever methods. The corporate lives by its motto: Information -> Intelligence -> Motion.
Rahul Tiwari trains and consults organizations and people on Enterprise Analytics, Information Science, and Machine Studying (Utilizing R and Python). For 12 years, he has been serving to college students and organizations in varied domains (resembling retail, telecom, life sciences, finance, and extra) resolve their enterprise issues utilizing Information Science, Enterprise Analytics, and Machine Studying. He has carried out machine studying algorithms in R extensively. He labored on varied classification and regression fashions for his shoppers utilizing R and Python. He has a sound data of statistics as nicely, which could be very a lot needed for Information Science initiatives.
After beginning his profession 12 years again in knowledge warehousing, he moved on to the Information Science area and held varied roles. Largely working with CTOs, key IT resolution makers, and college students, he has at all times centered on constructing capability, data, and options in Information Science, Enterprise Analytics, and Machine Studying.
He’s a licensed Tableau and Teradata affiliate. His core experience is in R, Python, Tableau, Energy BI, and SQL.
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Who this course is for:
This course is aimed toward Python builders and those that have migrated to Python and are utilizing it for large-scale skilled purposes to make their code Pythonic and highly effective.
Here is What You may Get in Getting Productive with Modern Python
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