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Full Speed Python

Delve into the accelerated introduction to Python, exploring Python3 syntax and methods. Gain insights through interactive, practical lessons designed for experienced programmers to enhance coding expertise.

Beginner

119 Lessons

Certificate of Completion

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

117 Playgrounds

45 Challenges

7 Quizzes

Course Overview

Course Content

Apply Your Skills

Recommendations

Course Overview

Python is one of the most popular coding languages today; it's categorized as a vital benchmark of computer science knowledge in industry interviews. This highly interactive course is an accelerated introduction to Python. It is intended for users who are already familiar with the fundamentals of programming and aims to teach the Python programming language using a practical approach. It not only covers the basic Python syntax but also teaches methods specific to Python3. With most companies already switchi...Show More

Python is one of the most popular coding languages today; it's categorized as a vital benchmark of computer science knowledge in...Show More

Course Content

Basic Data Types

15 Lessons

Sharpen your skills in Python's basic data types, arithmetic, parity checks, and string operations.

Numbers

Challenge 1: Mathematical Calculations

Solution Review: Mathematical Calculations

Challenge 2: Check Parity of a Number

Solution Review : Check Parity of a Number

Challenge 3: Find Values Within a Range

Solution Review: Find Values Within a Range

Strings

Challenge 4: String Transformation

Solution Review: String Transformation

Challenge 5: Find Index of a Specific Value in a String

Solution Review: Find Index of a Specific Value in a String

Challenge 6: Lowercase to Uppercase

Solution Review: Lower To Uppercase

Quick Quiz on Basic Data Types

Lists

21 Lessons

Get started with Python lists, slicing, appending, list comprehensions, and solving related challenges.

Lists

Challenge 1: Sublist of a List

Solution Review: Sublist of a List

Challenge 2: Appending Value to the End of a List

Solution Review: Appending Value to the End of a List

Challenge 3: Averaging Values in a List

Solution Review: Averaging Values in a List

Challenge 4: Remove Sublist From List

Solution Review: Remove Sublist From List

List Comprehension

Challenge 5: List of Squares

Solution Review: List of Squares

Challenge 6: List of Cubes

Solution Review: List of Cubes

Challenge 7: Lists of Even and Odd Numbers

Solution Review: Lists of Even and Odd Numbers

Challenge 8: Sum of Squares of Even Numbers

Solution Review: Sum of Squares of Even Numbers

Challenge 9: Even Squares Not Divisible By Three

Solution Review: Even Squares Not Divisible By Three

Quick Quiz on Lists

Modules and Functions

15 Lessons

Work your way through Python modules, functions, GCD, trigonometry, recursion, and quizzes.

Modules and Functions

Challenge 1: Greatest Common Divisor

Solution Review: Greatest Common Divisor

Challenge 2: Calculate Sine, Cosine, and Tangent of User Input

Solution Review: Calculate Sine, Cosine and Tangent of User Input

Challenge 3: Compute & Return Maximum

Solution Review: Compute & Return Maximum

Challenge 4: Check If a Number Is Divisible by Another

Solution Review: Check if a Number is Divisible by Another

Recursion

Challenge 5: Compute nth Fibonacci Number

Solution Review : Compute nth Fibonacci Number

Challenge 6: Compute Sum of First 'n' Natural Numbers

Solution Review: Compute Sum of First n Natural Numbers

Quick Quiz on Modules and Functions

Iteration & Loops

14 Lessons

Grasp the fundamentals of loops in Python, automating repetitive tasks with efficiency.

Iteration & Loops

Challenge 1: Sum Elements of a List

Solution Review: Sum Elements of a List

Challenge 2: Find Maximum in a List

Solution Review: Find Maximum in a List

Challenge 3: Reverse a List

Solution Review: Reverse a List

Challenge 4: Check If List Is Sorted

Solution Review: Check If List Is Sorted

Challenge 5: Find Duplicates in a List

Solution Review: Find Duplicates in a List

Challenge 6: Print Even/Odd Numbers in Descending Order

Solution Review: Print Even/Odd Numbers in Descending Order

Quick Quiz on Iteration & Loops

Dictionaries

16 Lessons

Take a closer look at Python dictionaries, their operations, and practical coding challenges.

Dictionaries

Challenge 1: Determine Size of a Dictionary

Solution Review : Determine Size of a Dictionary

Challenge 2: Average of Values of Keys in a Dictionary

Solution Review : Average of Values of Keys in a Dictionary

Challenge 3: Return Key With Maximum Value

Solution Review : Return Key With a Maximum Value

Challenge 4: Increment Dictionary Values

Solution Review: Increment Dictionary Values

Challenge 5: Size of a Dictionary Within a Dictionary

Solution Review: Size of a Dictionary Within a Dictionary

Challenge 6: Average Values Within Multiple Dictionaries

Solution Review: Average Values Within Multiple Dictionaries

Challenge 7: Keys Matching in Multiple Dictionaries

Solution Review: Keys Matching in Multiple Dictionaries

Quick Quiz on Dictionaries

Classes

16 Lessons

Explore class concepts, including implementation, methods, inheritance, and practical challenges.

Classes

Challenge 1: Implement a Rectangle Class

Solution Review: Implement a Rectangle Class

Challenge 2: Implement Getter Methods

Solution Review: Implement Getter Methods

Challenge 3: Implement Area and Perimeter Member Methods

Solution Review: Implement Area and Perimeter Methods

Challenge 4: Implement a Print Method

Solution Review: Implement a Print Method

Inheritance

Multi-Level Inheritance

Multiple Inheritance

Super Method

Challenge 5: Inheritance

Solution Review: Inheritance

Quick Quiz on Classes

Iterators

7 Lessons

Master the steps to creating and using custom iterators in Python with practical challenges.

Iterators

Challenge 1: Return Even Numbers From 1 to n

Solution Review: Return Even Numbers From 1 to n

Challenge 2: Return Numbers From n Down to 0

Solution Review: Return Numbers From n to 0

Challenge 3: Return Sequence of Fibonacci Numbers

Solution Review: Return Sequence of Fibonacci Numbers

Generators

7 Lessons

Explore Python generators for creating efficient iterators with practical challenges.

Generators

Challenge 1: Yield Odd Numbers From 1 to n

Solution Review: Yield Odd Numbers From 1 to n

Challenge 2: Yield Numbers From n Down to 0

Solution Review: Yield Numbers from n Down to 0

Challenge 3: Yield Fibonacci Sequence From 1st to Nth Number

Solution Review: Yield Fibonacci Sequence From 1st to Nth Number

Asynchronous Programming

8 Lessons

Walk through asynchronous Python programming, components, task execution, and practical exercises.

Asynchronous Programming

Components of an Asynchronous Code

Execute Single and Multiple Tasks

Challenge 1: Implement an Asynchronous Function

Solution Review: Implement an Asynchronous Function

Challenge 2: Multiple Asynchronous Calls

Solution Review: Multiple Asynchronous Calls

Quick Quiz on Asynchronous Programming

Course Author

João Ventura

Project

Caption Generation Using PyTorch

intermediate

1 hour 40 min

Project

Caption Generation Using PyTorch

Develop an image caption generator using PyTorch, leveraging ConvNeXt and Transformer models with the Flickr8k dataset.

intermediate

1 hour 40 mins

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