Description
Python Bootcamp for Data Science and AI for Beginners – 2022 Python Bootcamp for Data Science and AI for Beginners – 2022 Start data science. If you want to enter the field of data science and you are from another field or career path, this module is suitable for you and you should enroll in it. For the practical workshops, you should prepare by watching the lecture videos, reading the written materials including the assigned practical tasks and prepare some basic practical work to be ready for the working days. The format of this module is an intensive 4-week module designed to teach the programming skills necessary to excel during your exciting program. I know you come from many different backgrounds and I encourage you to engage and communicate with us about your learning whenever possible. Are you completely new to programming or have you already dabbled in it? Programming is a skill that takes time to master, and the more you practice these skills, the better you will get. The first two weeks include many smaller topics that are fundamental to understanding programming, the following weeks are used for more advanced programs. All the programming part is done in Jupyter Notebook and the installation and use of the corresponding Python version will be shared in this course. Week 1.
- Areas
- Variables
- Preliminary data
- Data structures (collections)
- Flow Control
- Domain training
Week 2.
- Function
- Index / understand dictation
- libraries
- Python modules
- Object oriented Python
- teach
Week 3.
- Introduction to the lesson
- Vanishing and N-dimensional matrices
- File input/output
- Error handling / exception training
Week 4.
- Getting to know the pandas library
- Data visualization with Python training
The real app.
- Customer data preprocessing
What you will learn in Python Bootcamp for Data Science and AI for Beginners – 2022
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First you will learn how to install Python and Jupiter on your desktop/laptop
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Programming and computing languages
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Programming in Python
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Python commands
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Python Data Structures – Lists
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Python data structures – dictionary and tuple
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Classes and methods
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Python’s understanding of lists and dictionaries
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List and understand dictation
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File IO in Python
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Managing CSV files in Python
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Reading and writing CSV
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JSON Reader and Writer in Python
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Pandas in Python
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Pandas in Python Notebook
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Visualization of Seaborn in Python
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Data preprocessing using Python
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Learn how to analyze, retrieve and clean data with Python – Data Cleansing
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You will understand and learn basic For Loops and Advanced For Loops
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You will understand why foundations modify lists and dictionaries and functions
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Data cleaning and preparation for machine learning
This course is suitable for people who
- Beginner Python developers are curious about Data Science
- beginners
- New to the domain
- Python developers and machine learning engineers
- Anyone who wants to learn more about the intersection of AI and data science
- Students who want to switch to data science
Details of the Python Bootcamp for Data Science and AI for Beginners course – 2022
- Publisher: Udemy
- teacher: Muhammad Saad
- Training level: beginner to advanced
- Training duration: 8 hours and 22 minutes
- Number of courses: 26
Course headings
Prerequisites of the Python Bootcamp for Data Science and AI for Beginners course – 2022
- No programming experience needed, you will be taught everything from scratch up to a professional level
Course images
Sample video of the course
Installation guide
After Extract, view with your favorite Player.
English subtitle
Quality: 720p
download link
File(s) password: www.downloadly.ir
Size
3.03 GB
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