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Real Python - Building a Neural Network & Making Predictions With Python AI

Posted By: lucky_aut
Real Python - Building a Neural Network & Making Predictions With Python AI

Real Python - Building a Neural Network & Making Predictions With Python AI
Duration: 25m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 79 MB
Genre: eLearning | Language: English

If you’re just starting out in the artificial intelligence (AI) world, then Python is a great language to learn since most of the tools are built using it. Deep learning is a technique used to make predictions using data, and it heavily relies on neural networks. This course will show you how to build a neural network from scratch.

Real Python - Data Visualization Interfaces in Python With Dash

Posted By: lucky_aut
Real Python - Data Visualization Interfaces in Python With Dash

Real Python - Data Visualization Interfaces in Python With Dash
Duration: 51m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 223 MB
Genre: eLearning | Language: English

In the past, creating analytical web applications was a task for seasoned developers that required knowledge of multiple programming languages and frameworks. That’s no longer the case. Nowadays, you can make data visualization interfaces using pure Python. One popular tool for this is Dash.

Real Python - Binary, Bytes, and Bitwise Operators in Python

Posted By: lucky_aut
Real Python - Binary, Bytes, and Bitwise Operators in Python

Real Python - Binary, Bytes, and Bitwise Operators in Python
Duration: 1h 39m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 288 MB
Genre: eLearning | Language: English

Computers store all kinds of information as a stream of binary digits called bits. Whether you’re working with text, images, or videos, they all boil down to ones and zeros. Python’s bitwise operators let you manipulate those individual bits of data at the most granular level.

Real Python - Raising and Handling Python Exceptions

Posted By: lucky_aut
Real Python - Raising and Handling Python Exceptions

Real Python - Raising and Handling Python Exceptions
Duration: 33m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 139 MB
Genre: eLearning | Language: English

A Python program terminates as soon as it encounters an error. In Python, an error can be a syntax error or an exception.

Real Python - Working With Pipenv

Posted By: lucky_aut
Real Python - Working With Pipenv

Real Python - Working With Pipenv
Duration: 35m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 153 MB
Genre: eLearning | Language: English

Managing multiple Python projects with their own third-party packages can get complicated. It is best practice to use a virtual environment to sandbox the requirements for each of your projects. Enter pipenv, the official recommended package management tool for Python. It handles both installation and virtual environments to help you manage your Python dependencies.

Real Python - Deploy Your Python Script on the Web With Flask

Posted By: lucky_aut
Real Python - Deploy Your Python Script on the Web With Flask

Real Python - Deploy Your Python Script on the Web With Flask
Duration: 56m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 199 MB
Genre: eLearning | Language: English

You wrote a Python script that you’re proud of, and now you want to show it off to the world. But how? Most people won’t know what to do with your .py file. Converting your script into a Python web application is a great solution to make your code usable for a broad audience.

Real Python - Starting With Python IDLE

Posted By: lucky_aut
Real Python - Starting With Python IDLE

Real Python - Starting With Python IDLE
Duration: 25 m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 94.9 MB
Genre: eLearning | Language: English

If you’ve recently downloaded Python onto your computer, then you may have noticed a new program on your machine called IDLE. You might be wondering, “What is this program doing on my computer? I didn’t download that!” While you may not have downloaded this program on your own, IDLE comes bundled with every Python installation. It’s there to help you get started with the language right out of the box. In this course, you’ll learn how to work in Python IDLE and a few cool tricks you can use on your Python journey!

Real Python - Looping With Python enumerate()

Posted By: lucky_aut
Real Python - Looping With Python enumerate()

Real Python - Looping With Python enumerate()
Duration: 28m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 94.5 MB
Genre: eLearning | Language: English

In Python, a for loop is usually written as a loop over an iterable object. This means that you don’t need a counting variable to access items in the iterable. Sometimes, though, you do want to have a variable that changes on each loop iteration. Rather than creating and incrementing a variable yourself, you can use Python’s enumerate() to get a counter and the value from the iterable at the same time!

Real Python - Python's len() Function

Posted By: lucky_aut
Real Python - Python's len() Function

Real Python - Python's len() Function
Duration: 24m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 79.8 MB
Genre: eLearning | Language: English

In many situations, you’ll need to find the number of items stored in a data structure. Python’s built-in function len() is the tool that will help you with this task.

Real Python - Defining Python Functions With Optional Arguments

Posted By: lucky_aut
Real Python - Defining Python Functions With Optional Arguments

Real Python - Defining Python Functions With Optional Arguments
Duration: 34m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 142 MB
Genre: eLearning | Language: English

Defining your own functions is an essential skill for writing clean and effective code. In this tutorial, you’ll explore the techniques you have available for defining Python functions that take optional arguments. When you master Python optional arguments, you’ll be able to define functions that are more powerful and more flexible.

Real Python - Python any(): Powered Up Boolean Function

Posted By: lucky_aut
Real Python - Python any(): Powered Up Boolean Function

Real Python - Python any(): Powered Up Boolean Function
Duration: 33m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 88.2 MB
Genre: eLearning | Language: English

As a Python programmer, you’ll frequently deal with Booleans and conditional statements—sometimes very complex ones. In those situations, you may need to rely on tools that can simplify logic and consolidate information. Fortunately, any() in Python is such a tool. It looks through the elements in an iterable and returns a single value indicating whether any element is true in a Boolean context, or truthy.

Real Python - Starting With Linear Regression in Python

Posted By: lucky_aut
Real Python - Starting With Linear Regression in Python

Real Python - Starting With Linear Regression in Python
Duration: 46m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 157 MB
Genre: eLearning | Language: English

We’re living in the era of large amounts of data, powerful computers, and artificial intelligence. This is just the beginning. Data science and machine learning are driving image recognition, autonomous vehicle development, decisions in the financial and energy sectors, advances in medicine, the rise of social networks, and more. Linear regression is an important part of this.

Real Python - Exploring the Fibonacci Sequence With Python

Posted By: lucky_aut
Real Python - Exploring the Fibonacci Sequence With Python

Real Python - Exploring the Fibonacci Sequence With Python
Duration: 23m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 84.7 MB
Genre: eLearning | Language: English

The Fibonacci sequence is a pretty famous sequence of integer numbers. The sequence comes up naturally in many problems and has a nice recursive definition. Learning how to generate it is an essential step in the pragmatic programmer’s journey toward mastering recursion. In this video course, you’ll focus on learning what the Fibonacci sequence is and how to generate it using Python.

Real Python - Counting With Python's Counter

Posted By: lucky_aut
Real Python - Counting With Python's Counter

Real Python - Counting With Python's Counter
Duration: 36m | MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch | 122 MB
Genre: eLearning | Language: English

Counting several repeated objects at once is a common problem in programming. Python offers a bunch of tools and techniques you can use to approach this problem. However, Python’s Counter from collections provides a clean, efficient, and Pythonic solution.

Handling Missing Keys With the Python defaultdict Type

Posted By: lucky_aut
Handling Missing Keys With the Python defaultdict Type

Handling Missing Keys With the Python defaultdict Type
Duration: 43m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 153 MB
Genre: eLearning | Language: English