3024 Engineering courses delivered Online

Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Machine Learning Essentials with Python (TTML5506-P) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 4 Days 24 CPD hours This course is intended for Students in this course are interested in implementing DevOps processes or in passing the Microsoft Azure DevOps Solutions certification exam. Overview After completing this course, students will be able to: Plan for the transformation with shared goals and timelines Select a project and identify project metrics and Key Performance Indicators (KPI's) Create a team and agile organizational structure Design a tool integration strategy Design a license management strategy (e.g., Azure DevOps and GitHub users) Design a strategy for end-to-end traceability from work items to working software Design an authentication and access strategy Design a strategy for integrating on-premises and cloud resources Describe the benefits of using Source Control Describe Azure Repos and GitHub Migrate from TFVC to Git Manage code quality including technical debt SonarCloud, and other tooling solutions Build organizational knowledge on code quality Explain how to structure Git repos Describe Git branching workflows Leverage pull requests for collaboration and code reviews Leverage Git hooks for automation Use Git to foster inner source across the organization Explain the role of Azure Pipelines and its components Configure Agents for use in Azure Pipelines Explain why continuous integration matters Implement continuous integration using Azure Pipelines Define Site Reliability Engineering Design processes to measure end-user satisfaction and analyze user feedback Design processes to automate application analytics Manage alerts and reduce meaningless and non-actionable alerts Carry out blameless retrospectives and create a just culture Define an infrastructure and configuration strategy and appropriate toolset for a release pipeline and application infrastructure Implement compliance and security in your application infrastructure Describe the potential challenges with integrating open-source software Inspect open-source software packages for security and license compliance Manage organizational security and compliance policies Integrate license and vulnerability scans into build and deployment pipelines Configure build pipelines to access package security and license ratings This course provides the knowledge and skills to design and implement DevOps processes and practices. Students will learn how to plan for DevOps, use source control, scale Git for an enterprise, consolidate artifacts, design a dependency management strategy, manage secrets, implement continuous integration, implement a container build strategy, design a release strategy, set up a release management workflow, implement a deployment pattern, and optimize feedback mechanisms. Module 1: Get started on a DevOps transformation journey Introduction to DevOps Choose the right project Describe team structures Choose the DevOps tools Plan Agile with GitHub Projects and Azure Boards Introduction to source control Describe types of source control systems Work with Azure Repos and GitHub Module 2: Development for enterprise DevOps Structure your Git Repo Manage Git branches and workflows Collaborate with pull requests in Azure Repos Explore Git hooks Plan foster inner source Manage Git repositories Identify technical debt Module 3: Implement CI with Azure Pipelines and GitHub Actions Explore Azure Pipelines Manage Azure Pipeline agents and pools Describe pipelines and concurrency Explore Continuous integration Implement a pipeline strategy Integrate with Azure Pipelines Introduction to GitHub Actions Learn continuous integration with GitHub Actions Design a container build strategy Module 4: Design and implement a release strategy Introduction to continuous delivery Explore release strategy recommendations Build a high-quality release pipeline Introduction to deployment patterns Implement blue-green deployment and feature toggles Implement canary releases and dark launching Implement A/B testing and progressive exposure deployment Module 5: Implement a secure continuous deployment using Azure Pipelines Create a release pipeline Provision and test environments Manage and modularize tasks and templates Automate inspection of health Manage application configuration data Integrate with identity management systems Implement application configuration Module 6: Manage infrastructure as code using Azure and DSC Explore infrastructure as code and configuration management Create Azure resources using Azure Resource Manager templates Create Azure resources by using Azure CLI Explore Azure Automation with DevOps Implement Desired State Configuration (DSC) Implement Bicep Module 7: Implement security and validate code bases for compliance Introduction to Secure DevOps Implement open-source software Software Composition Analysis Static analyzers OWASP and Dynamic Analyzers Security Monitoring and Governance Module 8: Design and implement a dependency management strategy Explore package dependencies Understand package management Migrate, consolidate, and secure artifacts Implement a versioning strategy Introduction to GitHub Packages Module 9: Implement continuous feedback Implement tools to track usage and flow Develop monitor and status dashboards Share knowledge within teams Design processes to automate application analytics Manage alerts, Blameless retrospectives and a just culture Additional course details: Nexus Humans AZ-400 Designing and Implementing Microsoft DevOps Solutions training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the AZ-400 Designing and Implementing Microsoft DevOps Solutions course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Are you looking to step into the REST API automation industry with the latest technologies in the market? Are you keen to learn REST API automation using REST Assured with Java and other latest framework technologies? Interested in learning how REST APIs are automated in projects? Then this course is for you.

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Watch a film, don't read a powerpoint! We provide a comprehensive and engaging video-based online COSHH training course. This COSHH online training course course is specifically designed to educate and empower individuals working in the UK, enabling them to understand and effectively manage the risks associated with hazardous substances in the workplace. Understanding COSHH is essential for controlling risks from substances hazardous to health, improving safety and creating a healthy working environment. Our course will give you an in-depth look at COSHH regulations, minimum standards and the impact of hazardous substances, as well as teaching you how to identify risks and control them. Our comprehensive programme will make sure you are equipped with the skills to efficiently manage safety in the workplace, keeping your staff safe and compliant with COSHH regulations. Sign up now for our COSHH training course and trust us to give you a comprehensive understanding of COSHH.

The goal of this Network Hacking Training is to help you master an ethical hacking methodology that can be used in a penetration testing or ethical hacking situation. You walk out the door with ethical hacking skills that are highly in demand. The course will give you step by step instructions for insulation VirtualBox and creating your virtual environment on Windows, Mac, and Linux. You will learn how to ethically hack, protect, test, and scan your own systems. You'll also learn about Intrusion Detection, Policy Creation, Social Engineering, DDoS Attacks, Buffer Overflows and Virus Creation.  By the end of this course, you will be familiar with how various types of wired and wireless network hacks are performed and you will be fully equipped to test and safegaurd a network infrastructure against various real time attack vectors. Who is this course for? Network Hacking Training is suitable for anyone who wants to gain extensive knowledge, potential experience, and professional skills in the related field. This course is CPD accredited so you don't have to worry about the quality. Requirements Our Network Hacking Training is open to all from all academic backgrounds and there are no specific requirements to attend this course. It is compatible and accessible from any device including Windows, Mac, Android, iOS, Tablets etc. CPD Certificate from Course Gate  At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Introduction Introduction 00:01:00 Introduction to Ethical Hacking. Footprinting and Reconnaissance Introduction to Ethical Hacking. Footprinting and Reconnaissance 00:25:00 Demo - Information Gathering using Google Dorks and DNS Queris 00:04:00 Demo - Scanning and Enumeration 00:08:00 Scanning Networks, Enumeration and Discovering Vulnearbilities Scanning and enumeration 00:09:00 Vulnerabilties Identification 00:08:00 Demo - Installing Nessus Scanner 00:03:00 Demo - Use Nessus to Discover Vulnerabilities 00:05:00 Demo - Using Nikto to discover Web Vulnerabilities 00:05:00 Demo - Using Paros for Vulnerability Discovery 00:05:00 Demo - Use Dirbuster to brute force sub-directories and filenames 00:03:00 System Hacking and Vulnerability Exploitation System hacking - vulnerability exploitation 00:06:00 Passwords 00:12:00 Authentication 00:07:00 Basics of Sniffing Sniffing 00:15:00 Metasploit Metasploit 00:17:00 Demo - Exploiting FTP Server Vulnerability using Metasploit 00:12:00 Demo - Post Exploitation Example 00:01:00 Demo - Exploiting NFS Vulnerability and exporting SSH Keys to the 00:10:00 Demo - Eploiting Samba Service on Linux using Metasploit 00:03:00 Demo - Windows backdoor using Metasploit 00:14:00 Trojans, Backdoors, Viruses and Worms Trojans and Backdoors 00:05:00 Computer viruses and worms 00:09:00 Cryptography Cryptography concepts 00:05:00 Cryptographic Algorithms 00:11:00 Cryptography and cryptanalysis tools. Cryptography attacks 00:03:00 Demo - Hack SSH passwords using Medusa 00:05:00 Hack the SSH Password using Hydra 00:05:00 Hack Linux Passwords using John the Ripper 00:03:00 Penetration Testing on Wireless Networks Penetration Testing on Wireless Networks 00:07:00 Case Study - Windows Hosted Network Bug or Feature 00:11:00 Penetration Testing Overview. Final words Penetration Testing Overview. Final Words 00:06:00 Bonus - OWASP Top 10 Vulnerabilities 00:18:00 (Bonus) Attacking the users trough websites - XSS and Beef-XSS Introduction to Cross-Site Scripting and Beef-XSS 00:08:00 XSS example - reflected 00:10:00 XSS example - stored 00:07:00 Beef-XSS Demo 00:16:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Imagine immersing yourself in the vast ocean of knowledge, exploring the wonders that lie beneath the surface. Yes, that's water chemistry! Join us as we embark on an enlightening journey into the realm of water chemistry. Discover the mysteries of hard water and the essential principles that ensure its cleanliness. Let the gentle waves of understanding carry you through this captivating water chemistry course, where the secrets of water come alive in a fascinating voyage of learning and expertise. Dive into the fascinating world of water chemistry as we embark on a captivating journey. Enrol now! Learning Outcomes: Gain a comprehensive understanding of water chemistry fundamentals. Explore the concept of alkalinity and its significance in water chemistry analysis. Unravel the mysteries of hard water and its implications on various industries. Master the principles and techniques of water treatment and purification. Familiarise yourself with the chemical processes involved in water treatment. Develop essential knowledge of inorganic and organic compounds in water. Embark on a transformative journey through the modules that make up the foundation of water chemistry knowledge. Starting with an Introduction to Water Chemistry, you will delve into the fundamental principles and concepts that underpin the water chemistry course. Building upon this foundation, you will explore the intriguing realm of alkalinity and its vital role in water analysis. As we progress, we will uncover the complexities of hard water and the basic principles that guide its treatment. Delving into water chemistry: treatment and purification, you will gain insights into the techniques employed to ensure the safety and cleanliness of our water sources. The exploration will further extend to the chemical processes involved in water treatment, equipping you with a comprehensive understanding of the intricate reactions at play. In the later modules, you will dive into the realm of inorganic and organic compounds, including volatile and synthetic organic compounds, metalloids, and metals. Finally, the water chemistry course will conclude with a focus on laboratory safety and the implementation of a Chemical Hygiene Plan to ensure a secure and controlled working environment. Certification Upon completion of the course, learners can obtain a certificate as proof of their achievement. You can receive a £4.99 PDF Certificate sent via email, a £9.99 Printed Hardcopy Certificate for delivery in the UK, or a £19.99 Printed Hardcopy Certificate for international delivery. Each option depends on individual preferences and locations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Professionals in water treatment and purification industries seeking to enhance their knowledge and skills. Environmental scientists or engineers involved in water analysis and management. Students pursuing chemistry or related fields with an interest in water chemistry. Individuals responsible for maintaining water quality in various settings. Career path Water chemistry Analyst: £22,000 - £35,000 per year Environmental Scientist: £25,000 - £45,000 per year Water chemistry Engineer: £30,000 - £55,000 per year Chemical Engineer: £30,000 - £60,000 per year Research Scientist in Water Chemistry: £35,000 - £70,000 per year

Online Electrician Course Overview From regular households to factories and offices, electrical problems are common occurrences. That's why a good electrician is always in demand. If you are looking for a job or planning to change your current employment, becoming an electrician can be a profitable option for you. The Online Electrician Course can teach you the essential knowledge and skills to pursue your career as an electrician. The Online Electrician Course will provide you with an in-depth understanding of electricity. First, you will learn about the basic principles of electricity. Then the course will educate you on electrical units and Ohm's law. Gradually, you will get the opportunity to learn about direct and alternating current. The easy-to-follow modules will teach you the principles of voltage and resistance. In addition, you will enrich your understanding of capacitance and capacitors. Lastly, the course will help you develop a clear understanding of safety procedures.  This Online Electrician Course will help you grasp an overall understanding of the electrical system. In addition, you will receive a certificate after completing the course. This certificate will add extra weight to your resume.  Course Preview Learning Outcomes Get introduced to the basic principles of electricity Familiarise yourself with electrical units and Ohm's law Enrich your knowledge of direct current and alternating current Learn the fundamentals of voltage and resistance Develop the ability to work with capacitors Build the essential skills to take safety precautions Who is the Online Electrician Course for? This course is certified by CPD Quality Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Why Choose this Online Electrician Course? Affordable, well-structured and high-quality e-learning study materials Engaging tutorial videos, materials from the industry-leading experts Opportunity to study in a user-friendly, advanced online learning platform Access the course content on mobile, tablet, or desktop from anywhere, anytime Excellent career advancement opportunities 24/7 student support via email. Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. A good understanding of the English language, numeracy, and ICT are required to attend this course. Assessment At the end of the course, you will be required to sit for an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After completing this course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates & Transcripts can be obtained either in Hardcopy at £14.99 or in PDF format at £11.99. Career Path The Online Electrician Course is a useful qualification to possess, especially to people with careers in: Electrician Maintenance Electrician Handy Person Online Electrician Course - Updated version Module 01: Introduction and Basics 00:18:00 Module 02: Electrical Units and Ohm's Laws 00:20:00 Module 03: Direct Current 00:23:00 Module 04: Alternating Current Basics 00:22:00 Module 05: Voltage and Resistance 00:26:00 Module 6: Capacitance and Capacitors 00:22:00 Module 7: Magnetism 00:27:00 Module 8: Safety Precautions 00:31:00 Mock Exam Mock Exam - Online Electrician Course 00:20:00 Final Exam Final Exam- Online Electrician Course 00:20:00 Certificates and Transcripts Order Your Certificates and Transcripts 00:00:00 Online Electrician Course - Old version Basic Electrical Terms 00:15:00 The Wonder of Electricity 00:15:00 Energy Foundation 00:15:00 Joules 00:15:00 More on Electrical Generation and Transmission 00:15:00 Electrical Principles and Application Section 00:15:00 Common Electrical Units used in Formulas and Equations are 00:15:00 Static and Current Electricity 00:30:00 Magnets and Electricity 00:15:00 Electromagnets and Electromagnetism 00:15:00 Understanding the Electric Charge 00:15:00 Electric Current 01:00:00 What is Electric Power? 01:00:00 Batteries Produce Electricity 00:15:00 Water and Electrical Principles are Very Similar 01:00:00 Electrical Theory 00:15:00 Understanding Voltage 00:15:00 Faraday's Law 00:15:00 Maxwell-Faraday Equation 00:15:00 Essential Electrical Tools 00:15:00 Electrical Safety 00:15:00 Assessing the risk 00:30:00 Electrical Test Equipment 00:15:00 Test equipment 00:30:00 Maintenance 00:15:00 Combined Inspection and Test (PAT) 01:00:00

Customised courses ranging from 1 hour online to a full day in person at your premises with hands-on experience and demonstrations. Please contact Martin Judd for details of our training options, delivery methods and pricing.

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