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Packt Publishing - Making Predictions with Data and Python

Category: Tutorial

Packt Publishing - Making Predictions with Data and Python

Packt Publishing - Making Predictions with Data and Python
English | Size: 771.65 MB
Category: Tutorial

Python has become one of any data scientist's favorite tools for doing Predictive Analytics. In this hands-on course, you will learn how to build predictive models with Python.

During the course, we will talk about the most important theoretical concepts that are essential when building predictive models for real-world problems. The main tool used in this course is scikit -learn, which is recognized as a great tool: it has a great variety of models, many useful routines, and a consistent interface that makes it easy to use. All the topics are taught using practical examples and throughout the course, we build many models using real-world datasets.
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Packt Publishing - Finding and Exploiting Hidden Vulnerabilities

Category: Tutorial

Packt Publishing - Finding and Exploiting Hidden Vulnerabilities

Packt Publishing - Finding and Exploiting Hidden Vulnerabilities
English | Size: 764.89 MB
Category: Tutorial

When learning about penetration testing, vulnerability assessments play an important role, followed by exploiting the vulnerabilities identified. Finally, everything needs to be documented properly to present to the client. This course focuses on all these elements of the VAPT activity.

Courses focused on teaching Vulnerability Assessment and Penetration Testing sometimes miss out on essential elements such as documentation. Keeping this in mind, the course module has been developed to help you understand the process of VAPT step by step. So here you'll learn how to perform vulnerability assessments using well-known softwares such as Nessus and OpenVas.
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Packt Publishing - Practical Python Data Science Techniques

Category: Tutorial

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 - Raspberry Pi - Make a Bench Automation Computer

Category: Tutorial

Packt Publishing - Raspberry Pi - Make a Bench Automation Computer

Packt Publishing - Raspberry Pi - Make a Bench Automation Computer
English | Size: 6.89 GB
Category: Tutorial

This Raspberry Pi project course will show you how to integrate a variety of components into a gadget that you can use to automate your work bench.I call it "The Bench Computer".

With the Bench Computer, you will be able to control any device and appliance on your electronics work bench. Or, your kitchen, desk, entertainment system, and even your home! The Bench Computer provides a great framework on which you can build your own home automation projects Out of the box, you will be able to control anything with a simple on/off switch, like lights, fans, heaters etc.
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Packt Publishing - Pandas for Predictive Analysis using scikit-learn

Category: Tutorial

Packt Publishing - Pandas for Predictive Analysis using scikit-learn

Packt Publishing - Pandas for Predictive Analysis using scikit-learn
English | Size: 334.04 MB
Category: Tutorial

In this course we learn that stand alone data analysis is fine but what most companies these days are looking for is to do Predictive analysis using their data. In this advanced course, we will make you ready to start doing Predictive Analysis on your data by showing you how to build Machine Learning models with scikit-learn and pandas.
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Packt Publishing - REST APIs with Flask and Python

Category: Tutorial

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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Packt Publishing - Professional Guide to Windows Server 2016

Category: Tutorial

Packt Publishing - Professional Guide to Windows Server 2016

Packt Publishing - Professional Guide to Windows Server 2016
English | Size: 2.76 GB
Category: Tutorial

Microsoft recently launched its newest server to keep up with the demanding needs of constantly changing technology. The latest server focuses on the company's hybrid strategy, including a greater focus on cloud technology.

The Windows Server 2016 comes with numerous features and Microsoft products including Office 365 and its desktop productivity apps, Dynamics 365, SQL Server and Azure's SQL Database. It offers multiple benefits over the older versions including better security, consistent identity management, built-in support for containers, deployment features for cloud, networking to automate with cloud-like efficiency and so much more.
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Packt Publishing - Raspberry Pi - Full Stack

Category: Tutorial

Packt Publishing - Raspberry Pi - Full Stack

Packt Publishing - Raspberry Pi - Full Stack
English | Size: 6.15 GB
Category: Tutorial

The objective of this course is to take you to a whirlwind tour of the Raspberry Pi, and introduce you to everything that is great about it.Structured as a project, you will become familiar with the various components that make up the web development stack: the operating system, the hardware (including the GPIOs), the application server, web server, database server, and the Python programming language.
You will also become familiar with Cloud services that you will integrate into your Raspberry Pi-powered web application.You application will take sensor data and make them available to the user via a web interface that is constructed based on jQuery and HTML5.
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Packt Publishing - AWS Administration Solutions

Category: Tutorial

Packt Publishing - AWS Administration Solutions

Packt Publishing - AWS Administration Solutions
English | Size: 504.08 MB
Category: Tutorial

Amazon Web Services (AWS) is a bundled remote computing service that provides cloud computing infrastructure over the Internet with storage, bandwidth, and customized support for application programming interfaces (API). Implementing these services to efficiently administer your cloud environments is a core task.

This video course will help you build and administer your cloud environment with AWS. We'll begin with the AWS fundamentals, and you'll build the foundation for the videos you'll work on throughout the course. Next, you will find out how to manage multiple accounts and set up consolidated billing. You'll then learn to set up reliable and fast hosting for static websites, share data between running instances and back up your data for compliance.
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Packt Publishing - Docker Technologies for DevOps and Developers

Category: Tutorial

Packt Publishing - Docker Technologies for DevOps and Developers

Packt Publishing - Docker Technologies for DevOps and Developers
English | Size: 669.00 MB
Category: Tutorial

This course covers all the fundamentals about Docker software and teach you everything you need to know about developing and deploying modern applications with Docker software.In the end of this course, you will gain in-depth knowledge about Docker software and general DevOps skills to help your company or your own project to apply the right docker workflow and continuously deliver better software. Docker software is on the bleeding edge of technology today. It is also one of the most compelling technologies of the last decade in terms of its disruption to software development, operations, systems architecture, testing and compliance practices.
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