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The Complete Python Pro Bootcamp for Data Science and AI

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name:The Complete Python Pro Bootcamp for Data Science and AI
说明:

Description

This module teaches students to program in Python and is scheduled to start their career in Artificial Intelligence and Data Science.

If you want to enter the domain of Data Science and are from a different discipline or career path then this module is for you to enroll in .

You should prepare for the practical workshops by watching the lecture videos, reading the written material including the assigned practical tasks, and prepare some of the initial practical tasks so you are ready for the days work.

The format of this module is a 4-week intensive module which is designed to teach you the necessary programming skills to excel throughout the remaining of your exciting program. I understand that you come from a variety of different backgrounds and encourage you to engage and communicate with us about your learning where possible; whether you are completely new to programming or whether you’ve dabbled in it before. Programming is a skill which takes time to master, and the more you practice these skills the better you will become.

The first two weeks contain many smaller topics which are fundamental to programming understanding, with later weeks utilizing these for more advanced applications.

All of the programming part will take place in Jupyter Notebook and relevant python version installation and usage will be shared in this course.

Week 1.

   Environments
   Variables
   Data Primitives
   Data Structures (Collections)
   Control Flow
   Scope Teaching

Week 2.

   Functions
   List/Dict Comprehensions
   Libraries
   Python Modules
   Object Oriented Python
   Teaching

Week 3.

   Coursework Introduction
   Numpy and N-Dimensional Matrices
   File Input/output
   Error-handling / Exceptions Teaching

Week 4.

   Introduction to Pandas library
   Visualization of Data with Python Coursework

Real Application.

   Customer Data Pre-Processing

Who this course is for:

   Beginner python developers curious about Data Science
   Beginners
   New to the Domain
   Python developers and Machine Learning engineers
   Everybody who wants to learn more about the joint field of AI and Data science
   Students who wants to switch to Data Science

Requirements

   No programming experience needed , you will be taught everything from scratch up to a professional level

Last Updated 2/2022
YouTube 视频:
类别:Tutorials
语言:English  English
总大小:3.56 GB
哈希信息:9F0B8BAD0D3053B2C72813DBBB479FCAAAE6EE89
增加:tutsnode Verified UploaderVIP
加入的日期:2022-02-22 22:20:02
洪流地位:Torrent Verified


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