This course covers Python for data science and machine learning in detail and is for a beginner in Python. You will also learn about core concepts of data science, exploratory data analysis, statistical methods, role of data, challenges of bias, variance and overfitting, model evaluation techniques, model optimization using hyperparameter tuning, grid search cross-validation techniques, and more.
You will learn how to develop reliable and scalable serverless applications, following the microservices architecture. We will develop event-driven microservices with AWS serverless services that come with the power of the cloud, high availability and high scalability by nature following serverless design patterns and best practices.
Welcome to a project-based intermediate course. This course is designed to learn how to create new and exciting projects using various python modules. In each section, we will build a project and with each project, you will learn how to create an online multiplayer game, AOL-style chat room, and more!
Overview This Using Webpack course will unlock your full potential and will show you how to excel in a career in Using Webpack. So upskill now and reach your full potential. Everything you need to get started in Using Webpack is available in this course. Learning and progressing are the hallmarks of personal development. This Using Webpack will quickly teach you the must-have skills needed to start in the relevant industry. In This Using Webpack Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Using Webpack skills to help you advance your career. Acquire a comprehensive understanding of variousUsing Webpack topics and tips from industry experts. Learn in-demand Using Webpack skills that are in high demand among UK employers, which will help you to kickstart your career. This Using Webpack course covers everything you must know to stand against the tough competition in the Using Webpack field. The future is truly yours to seize with this Using Webpack. Enrol today and complete the course to achieve a Using Webpack certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Using Webpack course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Using Webpack course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate. Certificate of Achievement Upon successfully completing the Using Webpack course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Using Webpack is suitable for anyone aspiring to start a career in Using Webpack; even if you are new to this and have no prior knowledge on Using Webpack, this course is going to be very easy for you to understand. And if you are already working in the Using Webpack field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. Taking this Using Webpack course is a win-win for you in all aspects. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Using Webpack course has no prerequisite. You don't need any educational qualification or experience to enrol in the Using Webpack course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Using Webpack course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Section 01: Introduction to Webpack What You Ought To Expect From This Course 00:01:00 Why Webpack? 00:01:00 Course Roadmap 00:01:00 How Does Webpack Work? 00:03:00 How Does Webpack Work? 00:03:00 Webpack Versions 00:06:00 Summary 00:01:00 Section 02: Installing and Configuring Webpack Installing Webpack 00:01:00 Demo: Installing Webpack 00:05:00 Configuring Webpack 00:05:00 Demo: Configuring Webpack 00:06:00 Webpack Dev Server 00:01:00 Demo: Using Webpack Dev Server 00:05:00 Transforming JSX with Webpack 00:05:00 Demo: Transforming JSX with Webpack 00:10:00 Bundling Styles 00:03:00 Demo: Bundling Styles with CSS and Webpack 00:04:00 Loading Additional Filetypes with Webpack 00:01:00 Demo: Loading YAML Files with Webpack 00:05:00 Section 03: Building an Application with Webpack Creating an Interactive Application 00:01:00 Demo: Putting It All Together: Creating an Interactive Application 00:21:00 Summary + Continue Developing the App + Q&A 00:06:00
About this Virtual Instructor Led Training (VILT) Electrification of the transportation sector will impact the power system in several ways. Besides the additional load, local impact on the grid needs to be managed by the grid operators. Simultaneously charging of many electric vehicles (EVs) might exceed the limits in specific locations. On the other hand, EVs can provide flexibility and other ancillary services that will help grid operators. This 3 half-day VILT course will provide a complete overview of integrating electric vehicles (EVs) into the power grid. It will cover the whole value chain from grid operations to the car battery. This includes the control room, possible grid reinforcement, demand side management and power electronics. This course will demonstrate the impact on the grid and solutions for a safe & cost-effective grid plan and operation, with examples of successful integration of EVs. The course will also provide vital knowledge about technology used for EVs such as power electronics, demand side management, communication and batteries. In this context, the focus will be on power electronics as it has the highest impact on the grid. The grid planning tool, pandapower, is introduced as an open source tool for power system modelling. The set-up of the training course allows for discussion and questions. Questions can be formulated by the participants upfront or during the training. This course is delivered in partnership with Fraunhofer IEE. Training Objectives At the end of this course, the participants will: Understand the charging options for EVs and its impact on the grid and batteries Identify system services for EVs with regards to voltage quality at the point of common coupling Discover what are the 'grid friendly' and grid supporting functions in EVs Uncover the different applications, standards and data researched on EVs Examine the application of a grid planning tool (pandapower) for power system modelling Be able to develop code snippets with pandapower Apply and execute a code example for power system modelling with pandapower Target Audience EV and grid project developers and administrators Power grid operators and planners EPC organisations involved in grid development EV/ battery manufacturers and designers EV transport planners and designers Government regulators and policy makers Training Methods The VILT will be delivered online in 3 half-day sessions comprising 4 hours per day, with 2 x 10 minutes breaks per day, including time for lectures, discussion, quizzes and short interactive exercises. Additionally, some self-study will be requested. Participants are invited but not obliged to bring a short presentation (10 mins max) on a practical problem they encountered in their work. This will then be explained and discussed during the VILT. A short test or quiz will be held at the end of every session/day. Trainer Our first course expert is Head of Department Converters and Electrical Drive Systems at Fraunhofer IEE and Professor for Electromobility and Electrical Infrastructure at Bonn-Rhein-Sieg University of Applied Sciences. He received his engineering degree in automation in 2008 by the THM Technische Hochschule Mittelhessen (FH Giessen-Friedberg). Afterwards he studied power engineering at University of Kassel and received his diploma certificate in 2010. In 2016 he received the Ph.D. (Dr.-Ing.) from the University of Hannover. The title of his dissertation is Optimized multifunctional bi-directional charger for electric vehicles. He has been a researcher at the Fraunhofer IEE in Kassel since 2010 and deals with power converters for electric vehicles, photovoltaics and wind energy. His current research interests include the bidirectional inductive power transfer, battery charger and inverter as well as new power electronic components such as SiC MOSFETs and chokes. Additionally, our key expert is Chairman of the IEEE Joint IAS/PELS/IES German Chapter and a member of the International Scientific Committee of the EPE Association. Our second course expert is deputy head of energy storage department at Fraunhofer IEE. Prior to this he was the Director of Grid Integration department at SMA Solar Technology AG, one of the world's largest manufacturers of PV power converters. Before joining SMA, our course expert was manager of the Front Office System Planning at Amprion GmbH (formerly RWE TSO), one of the four German transmission system operators. He holds a degree of electrical engineering of the University of Kassel, Germany. In 2003 he finished his Ph.D. (Dr.-Ing.) on the topic of wind power forecasting at the 'Institute of Solar Energy Supply Technology' (now Fraunhofer IEE) in Kassel. In 2004 he started his career at RWE TSO with main focus on wind power integration and congestion management. Our course expert is chairman of the IEC SC 8A 'Grid Integration of Large-capacity Renewable Energy (RE) Generation' and has published several papers about grid integration of renewable energy source and forecasting systems on books, magazines, international conferences and workshops. Our third course expert is Research Associate at Fraunhofer IEE. He is actively working on different projects related to the integration of electric vehicle charging into the electric distribution grid. The focus of this work concerns time series based simulations for grid planning and operation in order to investigate the effect of a future rollout of electric vehicles and charging infrastructure on economics e.g. costs for grid reinforcement. He completed his master degree (MSc.) in Business Administration and Engineering: Electrical Power Engineering at RWTH Aachen University, Germany. Our trainers are experts from Fraunhofer Institute for Energy Economics and Energy System Technology (Fraunhofer, IEE), Germany. The Fraunhofer IEE researches for the national and international transformation of energy supply systems POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information about post training coaching support and fees applicable for this. Accreditions And Affliations
This course is designed to help you master the concepts of JavaScript needed to create interactive web games. You will create five interesting word games that will teach you how to write and test the game code in JavaScript.
Overview Dive into the exciting world of coding with our comprehensive Coding with Scratch course. From the very start, you’ll be introduced to the basics, including how to get started with Scratch, creating and manipulating sprites, and setting up engaging backdrops. As you progress, you'll explore essential coding concepts such as motion blocks, looks, sound, and events, giving you a solid foundation in coding fundamentals. The course continues with in-depth tutorials on control, operators, sensing, and variables, which are crucial for developing complex coding projects. A sample activity and guidance on creating your own sample activities will provide practical, hands-on experience. Perfect for beginners and those looking to enhance their coding skills, this course offers a structured approach to mastering coding with Scratch, equipping you with the tools to build your own interactive projects and games. So enrol in this course today to fast-track your career ladder. Key Features of the Course: FREE Coding with Scratch CPD-accredited certificate Get a free student ID card with Coding with Scratch training (£10 applicable for international delivery) Lifetime access to the Coding with Scratch course materials The Coding with Scratch program comes with 24/7 tutor support Get instant access to this Coding with Scratch course Learn Coding with Scratch training from anywhere in the world The Coding with Scratch training is affordable and simple to understand The Coding with Scratch training is entirely online How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the Coding with Scratch course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Coding with Scratch. It is available to all students, of all academic backgrounds. Requirements Our Coding with Scratch is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Explore diverse career opportunities with our Coding with Scratch course: Junior Software Developer: £25,000 - £35,000 Game Designer: £28,000 - £40,000 Coding Instructor: £22,000 - £30,000 Interactive Media Designer: £30,000 - £45,000 Educational Technologist: £25,000 - £38,000 App Developer: £30,000 - £50,000 Course Curriculum 5 sections • 17 lectures • 01:54:00 total length •Meet your instructor: 00:01:00 •Article 1: 00:58:00 •Article 2: 00:10:00 •Getting Started with Scratch: 00:02:00 •Sprites: 00:03:00 •Backdrops: 00:02:00 •Motion blocks: 00:04:00 •Looks: 00:05:00 •Sound: 00:02:00 •Events: 00:04:00 •Control: 00:05:00 •Operators: 00:01:00 •Sensing: 00:05:00 •Variables: 00:03:00 •Sample Activity: 00:01:00 •How to make a sample activity: 00:08:00 •Assignment - Coding with Scratch: 00:00:00
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
Dive deep into port pricing and tariff charging for oil and gas terminals with EnergyEdge's immersive classroom training. Enroll now to excel in your field!
Duration 3 Days 18 CPD hours This course is intended for This course is designed for software developers, testers, and architects who design and develop software in various programming languages and platforms, including desktop, web, cloud, and mobile, and who want to improve their ability to deliver software that is of high quality, particularly regarding security and privacy. This course is also designed for students who are seeking the CertNexus Cyber Secure Coder (CSC) Exam CSC-210 certification Overview In this course, you will employ best practices in software development to develop secure software.You will: Identify the need for security in your software projects. Eliminate vulnerabilities within software. Use a Security by Design approach to design a secure architecture for your software. Implement common protections to protect users and data. Apply various testing methods to find and correct security defects in your software. Maintain deployed software to ensure ongoing security... The stakes for software security are very high, and yet many development teams deal with software security only after the code has been developed and the software is being prepared for delivery. As with any aspect of software quality, to ensure successful implementation, security and privacy issues should be managed throughout the entire software development lifecycle. This course presents an approach for dealing with security and privacy throughout the entire software development lifecycle. You will learn about vulnerabilities that undermine security, and how to identify and remediate them in your own projects. You will learn general strategies for dealing with security defects and misconfiguration, how to design software to deal with the human element in security, and how to incorporate security into all phases of development. Identifying the Need for Security in Your Software Projects Identify Security Requirements and Expectations Identify Factors That Undermine Software Security Find Vulnerabilities in Your Software Gather Intelligence on Vulnerabilities and Exploits Handling Vulnerabilities Handle Vulnerabilities Due to Software Defects and Misconfiguration Handle Vulnerabilities Due to Human Factors Handle Vulnerabilities Due to Process Shortcomings Designing for Security Apply General Principles for Secure Design Design Software to Counter Specific Threats Developing Secure Code Follow Best Practices for Secure Coding Prevent Platform Vulnerabilities Prevent Privacy Vulnerabilities Implementing Common Protections Limit Access Using Login and User Roles Protect Data in Transit and At Rest Implement Error Handling and Logging Protect Sensitive Data and Functions Protect Database Access Testing Software Security Perform Security Testing Analyze Code to find Security Problems Use Automated Testing Tools to Find Security Problems Maintaining Security in Deployed Software Monitor and Log Applications to Support Security Maintain Security after Deployment