Master Python in 14 Days: Numpy, Pandas, Seaborn, RegEx, OOP
About this course
Python is a high level dynamic programming language founded in 1991. The inspiration for the name ‘Python’ was from the comedy television show Monty Python’s Flying Circus. Today, Python is a very popular programming language which is extensively used in many organizations around the world and is one of the top programming languages in the software industry today.Notably, Python has emerged as the No. 1 Programming language of choice across domains like artificial intelligence, data science, mobile applications, web development and machine learning. Hence, learning python has become a necessity for those aspiring for a career in software industry and for those who are already in the IT industry. Even if you are new to programming, this course is a good starting point.A key aspect of the course is the use of google cloud based development environment – colab. You may wonder what is the big deal. Well, for starters, you don't need to download anything to get started. You will use a development environment that can be accessed on your browser using your email id. As more and more companies embrace cloud in a big way, it has become imperative for programmers to gain knowledge and expertise to code in cloud.The course covers the following concepts:· Variables· Operators· Conditional statements· For and While Loops· Functions· Four types of Arrays – List, Tuple, Set and Dictionary· NumPy· In NumPy, we will cover, how to shape arrays, iterate arrays, joining arrays, splitting arrays, searching arrays and sorting arrays.· Pandas· We will also explain data analysis using pandas· Data visualization using matplotlib, seaborn, altair, dash, bokeh. Regular Expressions (RegEx). Different functions like recursive, lambda functions in addition to regular functions. OOP (Object Oriented Programming) - Basic & Advanced OOP concepts.
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