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This course covers the basic concepts of machine learning (ML) that are crucial for getting started on the journey of becoming a skilled ML developer. You will become familiar with different algorithms and networks, such as supervised, unsupervised, neural networks, Convolutional Neural Network (CNN), and Super-Resolution Convolutional Neural Network (SRCNN), needed to develop effective ML solutions.

Get started with using linear algebra in your data science projects

Learn Azure Serverless Computing in a weekend with Azure Functions. This course covers core concepts such as serverless functions, event-driven applications, Azure Service Bus, database interaction, email sending, monitoring, transaction management, integrations, and more! Gain valuable and in-demand skills in Microsoft Azure's Serverless Computing.

In today's digital age, it is becoming increasingly important for individuals and businesses to have a strong understanding of information technology (IT). IT training can provide individuals with the skills and knowledge they need to succeed in a variety of industries and positions. From computer programming to networking and cybersecurity, IT Support training can open up a world of career opportunities and help businesses stay competitive in an increasingly digital marketplace. There are several reasons why IT Support training is important for individuals and businesses. First and foremost, a strong understanding of IT Support can help individuals and businesses stay up-to-date with the latest technology and trends. This can be especially important in fast-paced industries where technology is constantly evolving. In addition, IT Support training can help individuals and businesses improve efficiency and productivity by streamlining processes and automating tasks. The demand for IT Support Technician is on the rise as businesses and organisations continue to rely on technology to improve efficiency and stay competitive. This demand is reflected in the growing number of job openings in the field, as well as the increasing salaries being offered to IT professionals. Whether you are a business owner looking to improve your organisation's technological capabilities or an individual looking to enter the IT field, now is the time to start building your skills and knowledge through an IT Support training course. Regardless of your industry or profession, it is becoming increasingly important for everyone to have a basic understanding of IT. From computer basics to cybersecurity, IT Support training can help individuals and businesses protect themselves and their data from cyber threats. In addition, a basic understanding of IT Support can help individuals and businesses stay competitive in an increasingly digital job market. Whether you are a student, a business owner, or a professional looking to improve your skills, enrol in our IT Support Training course and keep yourself updated just as everyone is. Learning Outcome Upon completing this IT Support Training course, you should be able to: Understand the impact and importance of information technology in today's world Learn about different types of communication and networking technologies Explore the skills that will be required in the future in the field of information technology Know about the importance of technology as a foundation skill in various industries Develop proficiency in word processing, presentation, and spreadsheet software Find out how to create and edit databases for storing and organising information from this IT Support course. Understand the basics of project management in the field of information technology FREE Course: ***Information Management*** Module 01: Introduction Module 02: Information Management Strategy Module 03: Databases and Information Management Module 04: Management Information Systems (MIS) Module 05: Auditing Information Systems Module 06: Ethical and Social Issues and Data Protection What will make you stand out? Upon completion of this IT Support online course, you will gain: CPD QS Accredited Proficiency Lifetime access to the whole collection of learning materials. The online test with immediate results You can study and complete the course at your own pace. Study the IT Support course using any internet-connected device, such as a computer, tablet, or mobile device. The IT Support Technician course provides an immersive exploration into the dynamic realm of Information Technology. Tailored to reflect the evolving needs of the industry, this course spotlights the central role of IT Support in ensuring the seamless operation of contemporary, technology-driven enterprises. Delving into the intricacies of effective communication, robust network management, and adeptness in various software tools, participants are primed to become proficient IT Support technicians. As technology's footprint expands in every sector, the demand for skilled IT Support personnel rises. This course serves as a comprehensive guide, arming learners with the expertise needed to navigate and excel in this ever-changing domain. Elevate your skills, understanding, and career prospects by mastering the critical aspects of IT Support through our comprehensive course. Enrol today and begin your journey towards becoming an indispensable asset in the IT domain, ensuring smooth technological operations in contemporary digital landscapes. CPD 20 CPD hours / points Accredited by CPD Quality Standards Module 01: Introduction: A Transforming Technology 16:00 1: Introduction: A Transforming Technology 16:00 PDF Module 02: Importance of Information Technology 08:00 2: Importance of Information Technology 08:00 PDF Module 03: Communication and Network 17:00 3: Communication and Network 17:00 PDF Module 04: Future Skills Required in Information Technology 10:00 4: Future Skills Required in Information Technology 10:00 PDF Module 05: Technology as a Foundation Skill Area 07:00 5: Technology as a Foundation Skill Area 07:00 PDF Module 06: Word Processing Software 17:00 6: Word Processing Software 17:00 PDF Module 07: Presentation Software 18:00 7: Presentation Software 18:00 PDF Module 08: Creating and Editing Spreadsheet Part 1 11:00 8: Creating and Editing Spreadsheet (Part 1: The Basics of Spreadsheets) 11:00 PDF Module 09: Creating and Editing Spreadsheet Part 2 16:00 9: Creating and Editing Spreadsheet (Part 2: Navigation and Edit) 16:00 PDF Module 10: Storing Database 16:00 10: Storing Database 16:00 PDF Module 11: Information Technology Project Management 11:00 11: Information Technology Project Management 11:00 PDF ***FREE Course : Information Management 1:22:19 12: Introduction to Information Management 18:08 13: Information Management Strategy 10:28 14: Databases and Information Management 17:08 15: Management Information Systems (MIS) 09:17 16: Auditing Information Systems 09:18 17: Ethical and Social Issues and Data Protection 18:00 Assignment (Optional) - IT Support 04:00 18: Assignment On IT Course 04:00 PDF Order Your CPD Quality Standard Certificate (Optional) 01:00 19: Order Your CPD Quality Standard Certificate (Optional) 01:00 PDF Who is this course for? This IT Support course is suitable for anyone interested in learning about information technology and developing skills in this field, including: Students studying computer science, information technology, or a related field Professionals working in the IT field looking to update their knowledge and skills Business owners or entrepreneurs who want to improve their understanding of technology and how it can be used in their business Individuals interested in pursuing a career in the field of information technology Requirements Without any formal requirements, you can delightfully enrol in this IT Support course. Career path Upon completing this course, individuals may pursue a career in the following fields: IT Support Technician IT Support Manager IT Support Technician IT Administrator IT Support Analyst IT Teacher IT Support Engineer IT Support Helpdesk Analyst Certificates CPD Quality Standard Certificate Digital certificate - £4.99 Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript: £9.99

Want to know how to hack a website and fix vulnerabilities in computer systems and networks? Are you a web administrator or developer who wants to secure your website? This Learn Website Hacking From Scratch is ideal for those who have little or no knowledge of website hacking, and want an introductory guide to this topic. In this website hacking and penetration testing course for beginners, you'll start with learning the basics of how to exploit and mitigate websites and web applications, moving on to more advanced techniques, where topics covered include bypassing security, accessing databases, SQL injection and cross-site scripting (XSS). You'll also familiarise with the Linux operating system and BeEf web browser attacking framework. On course completion, you'll have the practical skills and knowledge to exploit networks like an attacker. Enrol in this Learn Website Hacking From Scratch today and start hacking systems like the experts! What you'll learn Install hacking lab & needed software (works on Windows, OS X and Linux). Discover, exploit and mitigate a number of dangerous vulnerabilities. Use advanced techniques to discover and exploit these vulnerabilities. Bypass security measurements and escalate privileges. Intercept requests using a proxy. Hack all websites on same server. Bypass filters and client-side security Adopt SQL queries to discover and exploit SQL injections in secure pages Gain full control over target server using SQL injections Discover & exploit blind SQL injections Install Kali Linux - a penetration testing operating system Install windows & vulnerable operating systems as virtual machines for testing Learn linux commands and how to interact with the terminal Learn linux basics Understand how websites & web applications work Understand how browsers communicate with websites Gather sensitive information about websites Discover servers, technologies and services used on target website Discover emails and sensitive data associated with a specific website Find all subdomains associated with a website Discover unpublished directories and files associated with a target website Find all websites hosted on the same server as the target website Discover, exploit and fix file upload vulnerabilities Exploit advanced file upload vulnerabilities & gain full control over the target website Discover, exploit and fix code execution vulnerabilities Exploit advanced code execution vulnerabilities & gain full control over the target website Discover, exploit & fix local file inclusion vulnerabilities Exploit advanced local file inclusion vulnerabilities & gain full control over the target website Exploit advanced remote file inclusion vulnerabilities & gain full control over the target website Discover, fix, and exploit SQL injection vulnerabilities Bypass login forms and login as admin using SQL injections Writing SQL queries to find databases, tables and sensitive data such as usernames ad passwords using SQL injections Bypass filtering, and login as admin without password using SQL injections Bypass filtering and security measurements Read / Write files to the server using SQL injections Patch SQL injections quickly Learn the right way to write SQL queries to prevent SQL injections Discover basic & advanced reflected XSS vulnerabilities Discover basic & advanced stored XSS vulnerabilities Discover DOM-based XSS vulnerabilities How to use BeEF framwork Hook victims to BeEF using reflected, stored and DOM based XSS vulnerabilities Steal credentials from hooked victims Run javascript code on hooked victims Create an undetectable backdoor Hack into hooked computers and gain full control over them Fix XSS vulnerabilities & protect yourself from them as a user What do we mean by brute force & wordlist attacks Create a wordlist or a dictionary Launch a wordlist attack and guess admin's password Discover all of the above vulnerabilities automatically using a web proxy Run system commands on the target webserver Access the file system (navigate between directories, read/write files) Download, upload files Bypass security measurements Access all websites on the same webserver Connect to the database and execute SQL queries or download the whole database to the local machine Requirements Basic IT Skills No Linux, programming or hacking knowledge required. Computer with a minimum of 4GB ram/memory Operating System: Windows / OS X / Linux Who this course is for: Anybody who is interested in learning website & web application hacking / penetration testing Anybody who wants to learn how hackers hack websites Anybody who wants to learn how to secure websites & web applications from hacker Web developers so they can create secure web application & secure their existing ones Web admins so they can secure their websites Course Introduction Course Introduction FREE 00:02:00 Preparation - Creating a Penetration Testing Lab Lab Overview & Needed Software 00:08:00 Installing Kali 2019 As a Virtual Machine Using a Ready Image 00:10:00 Installing Kali 2019 As a Virtual Machine 00:10:00 Installing Metasploitable As a Virtual Machine 00:04:00 Preparation - Linux Basics Basic Overview of Kali Linux 00:05:00 The Linux Terminal & Basic Linux Commands 00:11:00 Configuring Metasploitable & Lab Network Settings 00:06:00 Website Basics What is a Website? 00:04:00 How To Hack a Website? 00:04:00 Information Gathering Gathering Information Using Whois Lookup 00:05:00 Discovering Technologies Used On The Website 00:06:00 Gathering Comprehensive DNS Information 00:10:00 Discovering Websites On The Same Server 00:04:00 Discovering Subdomains 00:05:00 Discovering Sensitive Files 00:07:00 Analysing Discovered Files 00:04:00 Maltego - Discovering Servers, Domains & Files 00:08:00 Maltego - Discovering Websites, Hosting Provider & Emails 00:05:00 File Upload Vulnerabilities What are they? And How To Discover & Exploit Basic File Upload Vulnerabilities 00:07:00 HTTP Requests - GET & POST 00:04:00 Intercepting HTTP Requests 00:07:00 Exploiting Advanced File Upload Vulnerabilities 00:05:00 Exploiting More Advanced File Upload Vulnerabilities 00:04:00 [Security] Fixing File Upload Vulnerabilities 00:06:00 Code Execution Vulnerabilities What are they? & How To Discover & Exploit Basic Code Execution Vulnerabilities 00:07:00 Exploiting Advanced Code Execution Vulnerabilities 00:06:00 [Security] - Fixing Code Execution Vulnerabilities 00:06:00 Local File Inclusion Vulnerabilities (LFI) What are they? And How To Discover & Exploit Them 00:06:00 Gaining Shell Access From LFI Vulnerabilities - Method 1 00:07:00 Gaining Shell Access From LFI Vulnerabilities - Method 2 00:11:00 Remote File Inclusion Vulnerabilities (RFI) Remote File Inclusion Vulnerabilities - Configuring PHP Settings 00:04:00 Remote File Inclusion Vulnerabilities - Discovery & Exploitation 00:06:00 Exploiting Advanced Remote File Inclusion Vulnerabilities 00:03:00 [Security] Fixing File Inclusion Vulnerabilities 00:06:00 SQL Injection Vulnerabilities What is SQL 00:06:00 Dangers of SQL Injections 00:03:00 SQL Injection Vulnerabilities - SQLi In Login Pages Discovering SQL Injections In POST 00:08:00 Bypassing Logins Using SQL Injection Vulnerability 00:05:00 Bypassing More Secure Logins Using SQL Injections 00:06:00 [Security] Preventing SQL Injections In Login Pages 00:08:00 SQL Injection Vulnerabilities - Extracting Data From The Database Discovering SQL Injections in GET 00:07:00 Reading Database Information 00:05:00 Finding Database Tables 00:04:00 Extracting Sensitive Data Such As Passwords 00:04:00 SQL Injection Vulnerabilities - Advanced Exploitation Discovering & Exploiting Blind SQL Injections 00:06:00 Discovering a More Complicated SQL Injection 00:07:00 Extracting Data (passwords) By Exploiting a More Difficult SQL Injection 00:05:00 Bypassing Filters 00:05:00 Bypassing Security & Accessing All Records 00:09:00 [Security] Quick Fix To Prevent SQL Injections 00:07:00 Reading & Writing Files On The Server Using SQL Injection Vulnerability 00:06:00 Getting A Reverse Shell Access & Gaining Full Control Over The Target Web Server 00:08:00 Discovering SQL Injections & Extracting Data Using SQLmap 00:07:00 [Security] - The Right Way To Prevent SQL Injection 00:05:00 XSS Vulnerabilities Introduction - What is XSS or Cross Site Scripting? 00:03:00 Discovering Basic Reflected XSS 00:04:00 Discovering Advanced Reflected XSS 00:05:00 Discovering An Even More Advanced Reflected XSS 00:07:00 Discovering Stored XSS 00:03:00 Discovering Advanced Stored XSS 00:04:00 XSS Vulnerabilities - Exploitation Hooking Victims To BeEF Using Reflected XSS 00:06:00 Hooking Victims To BeEF Using Stored XSS 00:04:00 BeEF - Interacting With Hooked Victims 00:04:00 BeEF - Running Basic Commands On Victims 00:04:00 BeEF - Stealing Credentials/Passwords Using A Fake Login Prompt 00:02:00 Bonus - Installing Veil 3.1 00:06:00 Bonus - Veil Overview & Payloads Basics 00:07:00 Bonus - Generating An Undetectable Backdoor Using Veil 3 00:10:00 Bonus - Listening For Incoming Connections 00:07:00 Bonus - Using A Basic Delivery Method To Test The Backdoor & Hack Windows 10 00:07:00 BeEF - Gaining Full Control Over Windows Target 00:04:00 [Security] Fixing XSS Vulnerabilities 00:07:00 Insecure Session Management Logging In As Admin Without a Password By Manipulating Cookies 00:06:00 Discovering Cross Site Request Forgery Vulnerabilities (CSRF) 00:07:00 Exploiting CSRF Vulnerabilities To Change Admin Password Using a HTML File 00:07:00 Exploiting CSRF Vulnerabilities To Change Admin Password Using Link (Preview) 00:06:00 [Security] The Right Way To Prevent CSRF Vulnerabilities 00:09:00 Brute Force & Dictionary Attacks What Are Brute Force & Dictionary Attacks? 00:04:00 Creating a Wordlist 00:07:00 Launching a Wordlist Attack & Guessing Login Password Using Hydra 00:14:00 Discovering Vulnerabilities Automatically Using Owasp ZAP Scanning Target Website For Vulnerabilities 00:04:00 Analysing Scan Results 00:04:00 Post Exploitation Post Exploitation Introduction 00:04:00 Interacting With The Reverse Shell Access Obtained In Previous Lectures 00:07:00 Escalating Reverse Shell Access To Weevely Shell 00:08:00 Weevely Basics - Accessing Other Websites, Running Shell Commands ...etc 00:07:00 Bypassing Limited Privileges & Executing Shell Commands 00:05:00 Downloading Files From Target Webserver 00:05:00 Uploading Files To Target Webserver 00:08:00 Getting a Reverse Connection From Weevely 00:08:00 Accessing The Database 00:09:00 Resources Resources - Learn Website Hacking From Scratch 00:00:00

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This course covers the Django web framework from the beginning and also covers advanced Django features. Besides Django, the course also covers HTML, CSS, and Bootstrap, which will introduce full-stack development with Django so that you can build complete web apps from scratch. Learn to develop your own web applications with the help of this course.

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