The 2025 AI Powered Data Science & Machine Learning Bundle

14 Courses & 96 Hours

Deal Price$39.99

Suggested Price$280.00

You save 85%

What's Included

$20.00 Value

Python: Python Programming with Python Project

Oak Academy

101 Lessons (10h)

Lifetime

Experience level required: All levels
Access 101 lectures & 10 hours of content 24/7
Length of time users can access this course: Lifetime

Course Curriculum

101 Lessons (10h)

Your First Program
Preview

Installations

Installing Anaconda Distribution for Windows10:35
Installing Anaconda Distribution for Linux14:43
Installing Anaconda Distribution for MacOs18:11
Reviewing The Jupyter Notebook12:54
Reviewing The Jupyter Lab11:37
First Step to Coding

Python Introduction5:31
FAQ regarding Python
Project Files
First Step to Coding7:05
Using Quotation Marks in Python Coding8:20
How Should the Coding Form and Style Be (Pep8)9:50
Quiz
Basic Operations with Python

Introduction to Basic Data Structures in Python8:16
Performing Assignment to Variables10:10
Performing Complex Assignment to Variables4:56
Type Conversion9:04
Arithmetic Operations in Python9:53
Examining the Print Function in Depth7:29
Escape Sequence Operations8:25
Quiz
Boolean Data Type in Python Programming Language

Boolean Logic Expressions5:03
Order Of Operations In Boolean Operators1:12
Practice with Python11:56
Quiz
String Data Type in Python Programming Language

Examining Strings Specifically8:31
Accessing Length Information (Len Method)2:41
Search Method In Strings Startswith(), Endswith()11:24
Character Change Method In Strings Replace()5:06
Spelling Substitution Methods in String5:08
Character Clipping Methods in String6:35
Indexing and Slicing Character String8:02
Complex Indexing and Slicing Operations10:48
String Formatting with Arithmetic Operations6:22
String Formatting With % Operator10:24
String Formatting With String.Format Method8:17
String Formatting With f-string Method5:51
List Data Structure in Python Programming Language

Creation of List11:06
Reaching List Elements – Indexing and Slicing8:07
Adding & Modifying & Deleting Elements of List7:47
Adding and Deleting by Methods5:31
Adding and Deleting by Index4:59
Other List Methods6:07
Quiz
Tuple Data Structure in Python Programming Language

Creation of Tuple9:52
Reaching Tuple Elements Indexing And Slicing4:25
Quiz
Dictionary Data Structure in Python Programming Language

Creation of Dictionary6:02
Reaching Dictionary Elements8:00
Adding & Changing & Deleting Elements in Dictionary3:40
Dictionary Methods7:46
Quiz
Set Data Structure in Python Programming Language

Creation of Set8:08
Adding & Removing Elements Methods in Sets4:44
Difference Operation Methods In Sets5:18
Intersection & Union Methods In Sets2:33
Asking Questions to Sets with Methods6:06
Quiz
Conditional Expressions in Python Programming Language

Comparison Operators6:17
Structure of “if” Statements8:30
Structure of “if-else” Statements4:36
Structure of “if-elif-else” Statements9:21
Structure of Nested “if-elif-else” Statements10:01
Coordinated Programming with “IF” and “INPUT”7:30
Ternary Condition5:14
Quiz
For Loop in Python Programming Language

For Loop in Python7:17
For Loop in Python(Reinforcing the Topic)7:06
Using Conditional Expressions and For Loop Together10:01
Continue Command3:23
Break Command4:39
List Comprehension7:48
Quiz
While Loop in Python Programming Language

While Loop in Python5:38
While Loops in Python Reinforcing the Topic14:19
Quiz
Functions in Python Programming Language

How to Write Function6:59
Getting know to the Functions8:32
Return Expression in Functions5:11
Writing Functions with Multiple Argument5:02
Writing Docstring in Functions5:02
Using Functions and Conditional Expressions Together10:57
Quiz
Arguments And Parameters in Python Programming Language

Arguments and Parameters11:16
High Level Operations with Arguments12:55
Quiz
Most Used Functions in Python Programming Language

all(), any() Functions5:52
map() Function4:58
filter() Function4:42
zip() Function4:22
enumerate() Function3:30
max(), min() Functions2:08
sum() Function1:45
round() Function4:15
Lambda Function11:46
Quiz
Class Structure in Python Programming Language

Local and Global Variables4:08
Features of Class8:09
Instantiation of Class6:58
Attribute of Instantiation9:32
Write Function in the Class7:09
Inheritance Structure11:34

Python: Python Programming with Python Project

Oak Academy

Oak Academy | Long Live Tech Knowledge

4.4/5 Instructor Rating: ★ ★ ★ ★ ★ ★

Oak Academy is a group of tech experts who have been in the sector for years and years. Deeply rooted in the tech world, they know that the tech industry's biggest problem is the "tech skills gap" and their online course is their solution. They specialize in critical areas like cybersecurity, coding, IT, game development, app monetization, and mobile. Thanks to their practical alignment, they are able to constantly translate industry insights into the most in-demand and up-to-date courses.

Description

Improve Your Python Skills with Hands-On Project

Embark on a comprehensive Python programming journey with this hands-on course. Designed to make learning easy, you'll receive down-to-earth explanations and step-by-step guidance on various projects. Starting from the very basics, you'll be equipped with the knowledge to program confidently. Learn how to set up a lab and install the necessary software on your machine. Explore fundamental concepts such as installing Anaconda Distribution for Windows, macOS, and Linux, as well as review the Jupyter Notebook and Jupyter Lab. Dive into Python Introduction, take your first step into coding, and master using quotation marks in Python. Through practical examples and engaging exercises, this course ensures that you not only understand but also remember the core principles of Python programming.

4.6/5 average rating: ★ ★ ★ ★ ★ ★

What you'll learn

Access 101 lectures & 10 hours of content 24/7
Install Anaconda Distribution for Windows, Linux, or Mac
Identify the different types of Conversion
Write functions with multiple arguments
Conduct data analysis without errors
Master the fundamentals of Python

Who this course is for

Tech geeks who are curious about data science
Anyone who has programming experience and wants to enter the Python world
Statisticians and mathematicians who want to learn Python for data science.

Specs

Important Details

Length of time users can access this course: lifetime
Access options: desktop & mobile
Redemption deadline: redeem your code within 30 days of purchase
Experience level required: all levels
Certificate of Completion ONLY
Updates included
Closed captioning NOT available
NOT downloadable for offline viewing
Have questions on how digital purchases work? Learn more here
Learn more about our Lifetime deals here!

Requirements

A working computer (Windows, Mac, or Linux) capable of running Anaconda 3 or newer
A little bit of coding experience
At least high school level math skills

$20.00 Value

Python for Machine Learning: The Complete Beginner's Course

Apex Learning

85 Lessons (2h)

Lifetime

Terms

Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.

Your Cart

Your cart is empty. Continue Shopping!

Processing order...