Python

Programming

Nowdays, python is one of the most popular and in-demand programming language by employers. and it is also an essential tool for Data Scientists, Machine Learning and data Engineers, Back-End Developers and systems admistrators. This course will help you, sharpen your Python programming skills, by learning Python Programming Fundamentals, Working with Data in Python and gain a deeper understanding on APIs, and Data Collection Finishing this course, the student will be able to take a description of a real world problem and use the skills to create a solution as it should be done on the job. In your final capstone project, you'll be given a description of what your customer needs, and it will be up to you to create a program to demonstrate your new skills..

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Python Programming Course

Unit 1: Foundations of Python Programming

You will work with jupyter notebook and deep dive into working with data in python, from reading and writing files to uncovering powerful python libraries that make data manipulation and mathematical operation easy. Additionally, this module also delves into the unique ways to collect data by the use of APIs and webscraping.It further explores data collection by explaining how to read and collect data when dealing with different file formats. You will learn how to implement loops to iterate over sequences, create functions to perform a specific task, perform exception handling to catch errors, and how classes are needed to create objects in python.

Unit 2: Algorithms

Using python, you apply general-purpose programming concepts and learn to store and manage program data regardless of complexity. Additionally, you will build programming logic by performing conditional programming to dynamically handle information with advanced functionality. Among these you will learn how to work with loops, python functions and other concepts to build powerful applications that transform today’s business world.

Unit 3: Python Packages & Data Operations

You will learn how to leverage some of the popular Industry Data Science Packages like pandas and NumPy to create Arrays,pivot tables and Data Frames, plus exploring how to create simple visualizations with Matplotlib. This unit will prepare you to use such packages to work with data by practicing and applying data operations using python code and get exposed on how to work with datasets. And most importantly learn how to import, read, and manipulate data files, and perform basic data cleaning,sorting, and filtering.

Unit 4: Capstone Project (Python Data Project)

At this stage you have learn you will have learnt the fundamentals of python, with deeper understanding of how to work with Algorithms using the python language, with strong foundation in working with data and related operations through python programming and packages. Therefore, this unit will walk you through a hands-on project suitable for a portfolio to demonstrate your new skills in python. And by the end of this python programming course, you will have worked with different libraries available for Python 3 to create a real-world data-analysis project. Learners who already have Python programming skills but want to practice with a hands-on, real-world data-analysis project can also benefit from this course.

This course