Packt Publishing - Practical Python Data Science Techniques

Packt Publishing - Practical Python Data Science Techniques

Packt Publishing - Practical Python Data Science Techniques
English | Size: 489.80 MB
Category: Tutorial

Data Science is an interdisciplinary field that employs techniques to extract knowledge from data. As one of the fast growing fields in technology, the interest for Data Science is booming, and the demand for specialized talent is on the rise.

This course takes a practical approach to Data Science, presenting solutions for common and not-so-common problems in the form of recipes. This video will begin from exploring your data using the different methods like data acquisition, data cleaning, data mining, machine learning, and data visualization, applied to a variety of different data types like structured data or free-form text. It will show how to deal with text using different methods like text normalization and calculating word frequencies. The audience will learn how to deal with data with a time dimension and how to build a recommendation system as well as about supervised learning problems (regression and classification) and unsupervised learning problems (clustering). They will learn how to perform text preprocessing steps that are necessary for every text analysis applications. Specifically, the course will cover tokenization, stop-word removal, stemming and other preprocessing techniques.
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Packt Publishing - REST APIs with Flask and Python

Packt Publishing - REST APIs with Flask and Python

Packt Publishing - REST APIs with Flask and Python
English | Size: 5.22 GB
Category: Tutorial

Are you tired of boring, outdated, incomplete, or incorrect tutorials? I say no more to copy-pasting code that you don't understand. Welcome to one of the best resources online on creating REST APIs. I'm Jose, and I'm a software engineer; here to help you truly understand and develop your skills in web and REST API development with Python. Production-ready REST APIs. This course will guide you in creating simple, intermediate, and advanced REST APIs including authentication, deployments, caching, and much more. We'll start with a Python refresher that will take you from the very basics to some of the most advanced features of Python-for you to never be lost or confused. Using Flask and popular extensions Flask-RESTful, Flask-JWT, and Flask-SQLAlchemy we will dive right into developing complete, solid, production-ready REST APIs. We will also look into essential technologies Git, Heroku, nginx, and Varnish. I pride myself in providing excellent support and feedback to every single student. I am always available to guide you personally, and answer questions for your benefit.Don't wait, and sign up today to take another step toward web services mastery!I'll see you on the inside.
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Architectural Patterns and Best Practices with Python

Architectural Patterns and Best Practices with Python
Architectural Patterns and Best Practices with Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 350 MB
Genre: eLearning | Language: English

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Packt Publishing - Basic and Low-level Python Network Attacks

Packt Publishing - Basic and Low-level Python Network Attacks

Packt Publishing - Basic and Low-level Python Network Attacks
English | Size: 1.02 GB
Category: Tutorial

A penetration tester who only knows how to use tools written by others is limited to old techniques. Knowledge of a programming language will make you much more powerful. Python is the favorite choice for penetration testers because it combines simplicity and ease of use with advanced features.This course will commence by showing you how to get the Target and Attacker virtual machines running and properly networked together. You will learn how to connect to a server, and how to automate login requests. This will let you break into services by guessing PINs, and exploit blind vulnerabilities by observing time delays.

You will also get your hands dirty and learn how to write custom scanning tools, so that you can send unusual patterns of packets to find and exploit hidden services. Next, you will learn how Web pages are delivered, and how to write your own tools to break into vulnerable websites. Some "blind" services don't return any useful information to guide attackers, but can still be exploited by measuring the time they take to respond.
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Packt Publishing - Architecting Scalable Python Applications

Packt Publishing - Architecting Scalable Python Applications

Packt Publishing - Architecting Scalable Python Applications
English | Size: 603.91 MB
Category: Tutorial

Design and architect highly scalable, robust, and high-performance applications in Python.
This video starts off by defining scalability and Concurrency. Their relationship and effects on performance attributes. We will also look at Celery which is a very important aspect of python.
Then we will move to security aspects of Python and find out whether it is secured or not.
Finally, we will look at design patterns that are creational, structural and behavioural patterns.
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Packt Publishing - Building RESTful Python Web Services with Flask

Packt Publishing - Building RESTful Python Web Services with Flask

Packt Publishing - Building RESTful Python Web Services with Flask
English | Size: 527.79 MB
Category: Tutorial

Python is the language of choice for millions of developers worldwide, due to its gentle learning curve as well as its vast applications in day-to-day programming. It builds great web services in the RESTful architecture.

This video will show you the best tools you can use to build your own web services. Learn how to develop RESTful APIs using the popular Python frameworks and all the necessary stacks with Python and Flask, combined with related libraries and tools. We will delve into the framework for building various web services.
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Reinforcement Learning (RL) in Python

Reinforcement Learning (RL) in Python
Reinforcement Learning (RL) in Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 428 MB
Genre: eLearning | Language: English

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Financial Modelling in Python

Financial Modelling in Python

Financial Modelling in Python by Shayne Fletcher, Christopher Gardner
English | 2009 | ISBN: 0470987847 | 244 pages | PDF | 3,7 MB
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Rigging for Games: A Primer for Technical Artists Using Maya and Python

Rigging for Games: A Primer for Technical Artists Using Maya and Python

Eyal Assaf , "Rigging for Games: A Primer for Technical Artists Using Maya and Python"
2016 | ISBN-10: 0415743044, 0415743052 | 392 pages | PDF | 29 MB
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Learning python for data analysis and visualization

Learning python for data analysis and visualization
Learning python for data analysis and visualization
English | Size: 3.98 GB
Category: CBTS
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