4180 Analyst courses

***Limited Time Deal*** Complete Project Management Training for Project Managers with Free PDF and Hard Copy Certificate Project management is a critical skill in today's fast-paced business world. According to the Project Management Institute (PMI), the UK project management industry is worth over £27 billion. However, a staggering 70% of projects fail due to poor management. Are you ready to master the art of project management and lead your team to success? Courses Are Included In This Project Management for Project Managers Training: Course 01: Level 3 Diploma in Project Management for Project Managers Course 02: Diploma in Six Sigma & Lean Process Course 03: Global Project Management This comprehensive Project Management course will guide you through everything you need to know to manage projects effectively. From understanding the fundamentals of project management to mastering goal-setting techniques and stakeholder management, you'll gain a holistic understanding of the project lifecycle. Explore project planning methodologies, risk management strategies, and budgeting principles, empowering you to navigate complex projects with confidence. This course holds immense significance as it is CPD Accredited and Quality Licence Scheme Level 7 endorsed. These prestigious accreditations validate its quality and align it with professional standards, making it an ideal choice for individuals seeking to broaden their knowledge and skills in the Project Management sector. Learning Outcomes of Project Management Training: Master the fundamentals of project management and its key principles. Learn to set SMART goals and align project objectives. Develop effective stakeholder management and communication strategies. Explore project planning tools and techniques for successful execution. Understand budget management and procurement processes for resource optimization. Gain insights into risk identification, mitigation, and project closure. Take control of your projects and propel your career forward! This course provides the knowledge and practical skills needed to become a confident and effective project manager. Enroll today and unlock your full project management potential! Why Choose Us? Get a free CPD Accredited PDF and Hard Copy Certificate. This course is entirely online, interactive lesson with voiceover audio Get Lifetime access to the Project management course materials The Project management comes with 24/7 tutor support What Our Students Say About This Project Management for Project Managers Certificate: "I would gladly recommend anyone to take up courses with Red.'' From: Francis Offiong "This is very good medium of learning new era of education." From: MUHAMMAD ANSAR "This is a course suitable for all carers to partake on." From: Orheuan Iriajen ''It's an interesting course. I hope to use the knowledge to advance in my career as a Project Manager'' From: Vivian Berenibara. Take a step toward a brighter future! This project management course equips you with the skills to initiate, plan, execute, and close projects effectively. You'll master the art of setting SMART goals, managing stakeholders, creating project plans, handling budgets, and mitigating risks. *** Course Curriculum of Project Management*** Module 1: The Fundamentals of Project Management What Is Project? Project Management Duties of a Project Manager Prioritising, Delegating and Communicating Required Skills Module 2:Project Landscapes Project Lifecycle Project Management Methodologies Module 3: How to Get Started for a Successful Project Importance of Project Initiation Key Components of Project Initiation Determining Project Goals and Deliverables Module 4: SMART Goals Specific Measurable Attainable Relevant Time-Bound Module 5:Managing Stakeholders Effectively Stakeholders Assigning Roles and Responsibilities Different Roles on a Project Stakeholder Analysis Influence and Interest Communicating with Stakeholders RACI Chart Module 6:Starting off with Project Planning Importance of Planning Launching Planning Phase Project Kick-off Meeting Importance of Milestones Setting Project Milestones The Project Plan Components of a Project Plan Module 7: Project Planning Tools Work Breakdown Structure (WBS) Gantt Chart Kanban Boards Module 8:Budget Management and Procurement Project Budget Components of a Budget Creating a Project Budget Managing the Budget Procurement Process Module 9: Risk Identification and Management What is risk How do we identify risk Risk Priority Single Point Failure Risk Mitigation Planning Module 10: Running a Successful Project Track and Measure Project Progress Quality Management DMAIC PDCA Module 11: Closing a Project Project Closing Criteria Impact Reporting How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: FREE (Previously, it was £12.99) CPD Hard Copy Certificate: FREE (Previously, it was £29.99) CPD 10 CPD hours / points Accredited by CPD Quality Standards Project Management Promo Video 00:54 1: Project Management Promo Video Preview 00:54 Module 1: The Fundamentals of Project Management 13:17 2: Module 1: The Fundamentals of Project Management Preview 13:17 Module 2: Project Landscapes 07:54 3: Module 2: Project Landscapes 07:54 Module 3: How to Get Started for a Successful Project 07:57 4: Module 3: How to Get Started for a Successful Project 07:57 Module 4: SMART Goals 09:39 5: Module 4: SMART Goals 09:39 Module 5: Managing Stakeholders Effectively 15:23 6: Module 5: Managing Stakeholders Effectively 15:23 Module 6: Starting off with Project Planning 13:18 7: Module 6: Starting off with Project Planning 13:18 Module 7: Project Planning Tools 05:35 8: Module 7: Project Planning Tools 05:35 Module 8: Budget Management and Procurement 13:55 9: Module 8: Budget Management and Procurement 13:55 Module 9: Risk Identification and Management 15:06 10: Module 9: Risk Identification and Management 15:06 Module 10: Running a Successful Project 14:53 11: Module 10: Running a Successful Project 14:53 Module 11: Closing a Project 11:23 12: Module 11: Closing a Project 11:23 Order Your Certificate 02:00 13: Order Your CPD Certificate 01:00 14: Order Your QLS Endorsed Certificate 01:00 Who is this course for? This Project Manager Training course is ideally suited to any individual working in a standard. Particularly, this course is perfect for: New members of the project team Level 7 Diploma Project Management Level 6 Certificate in Project Management Project finance Project Management Insititute (PMI) NB: Please note that this Project Management course does not provide any professional qualifications. To get professional qualifications, please check: Project Management Insititute (PMI) Courses PMI Project Management Professional Courses PMI Certified Associate in Project Management Courses APM Project Management Qualification (PMQ) Level 7 Diploma - Project Management pmi project management professional Requirements You will not need any prior background or expertise to enrol in this Project management course. Career path After completing this course, you are to start your career or begin the next phase of your career. Project Coordinator Project Manager Senior Project Manager Project Director Program Manager Portfolio Manager Chief Project Officer (CPO) Project Assistant Project co-ordinator Project management support Project Analyst Certificates Certificate Accredited by CPD Digital certificate - Included Cademy certificate of completion Digital certificate - Included Will be downloadable when all lectures have been completed

Level 2 Microsoft Office Essentials

Start your data science journey with this carefully constructed comprehensive course and get hands-on experience with Python for data science. Gain in-depth knowledge about core Python and essential mathematical concepts in linear algebra, probability, and statistics. Complete data science training with 13+ hours of content.

Learn touch typing efficiently and accurately with our comprehensive Touch Typing Course. Suitable for beginners and those looking to refine their skills, this course covers everything from basic setup to mastering the entire keyboard.

Asbestos surveyors, or managers of surveyors and surveying teams. Asbestos re-inspectors or anyone that undertakes asbestos re-inspections. Those who require a detailed understanding of asbestos surveying principles (e.g. asbestos report writers, architects, building surveyors etc.) Prior Knowledge and Understanding Candidates for this course are expected to be aware of the contents of HSG 264 Asbestos, the survey guide and have a minimum of six months prior experience of assisting on asbestos surveys. In addition, candidates are expected to have had training to cover the core competencies outlined within the foundation material detailed within Table A9.1 of HSG248 Asbestos: The Analysts' Guide (July 2021). This may be achieved by In -house learning or through the P400 foundation module.

Level 5 QLS Endorsed Diploma | 150 CPD Points | +Gifts: QLS Certificate + PDF Certificate | 24/7 Learner Support

Transform your marketing approach with our 'Complete Email Marketing Course,' an immersive program tailored to elevate your email marketing skills. From the onset, you are greeted with an insightful introduction that lays the groundwork for your journey into the world of email marketing. This course is specifically designed to imbue you with an entrepreneurial mindset, crucial for crafting and growing an effective email list. As you navigate through the modules, you will encounter the practicalities of creating and managing email lists, a cornerstone of successful email marketing campaigns. Each module is carefully crafted to ensure a comprehensive understanding, enabling you to harness the full potential of email marketing in your business endeavors. The heart of this course lies in its in-depth exploration of email automation and copywriting, skills essential for engaging and retaining your audience. You'll learn not only how to write compelling emails but also how to ensure they reach your audience effectively, delving into the intricacies of email deliverability. The curriculum also covers the broader concepts of email marketing, providing a holistic view of its role within the digital marketing landscape. Advancing further, you'll discover how to use capture pages and funnels to generate leads, turning prospects into loyal customers. Concluding with a comprehensive wrap-up, this course equips you with the tools and knowledge to execute impactful email marketing strategies. Learning Outcomes Develop a strong foundation in email marketing basics and an entrepreneurial approach to list building. Gain proficiency in creating, segmenting, and managing email lists for targeted marketing. Master email automation and copywriting to craft engaging and effective email campaigns. Understand and improve email deliverability to ensure maximum reach and engagement. Learn to utilise capture pages and funnels effectively for lead generation and conversion. Why choose this Complete Email Marketing course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Complete Email Marketing course for? Marketing professionals seeking to enhance their email marketing expertise. Entrepreneurs and business owners aiming to leverage email marketing for business growth. Digital marketers looking to deepen their understanding of email automation and copywriting. Individuals aspiring to build a career in email marketing and digital communication. Anyone interested in mastering the art of creating and managing successful email campaigns. Career path Email Marketing Specialist - £25,000 - £40,000 Digital Marketing Manager - £35,000 - £55,000 Content Writer - £24,000 - £38,000 Marketing Analyst - £28,000 - £48,000 CRM Manager - £32,000 - £52,000 Lead Generation Specialist - £30,000 - £50,000 Prerequisites This Complete Email Marketing Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Email Marketing Course was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Introduction Email Marketing Masterclass How to Start and Grow an Email List Preview 00:05:00 Module 02: Entrepreneur Mindset Masterclass How to Start and Grow an Email List The Concepts of Email Marketing 00:04:00 Using Capture Pages and Funnels for Leads 00:04:00 Creating Email Lists 00:03:00 Email Copywriting 00:04:00 Email Deliverability 00:04:00 Email Automation 00:04:00 Module 03: Creating Email Lists What makes an email list valuable? 00:05:00 What Is A Double Opt-In Email List And Why Is It Important? 00:03:00 How eBooks Help Generate Leads and Fill Sales Pipelines 00:03:00 How to Generate more Leads with your Video Marketing 00:03:00 Easy Ideas For Lead-Generating Content Marketing to Build Your Lists 00:05:00 Module 04: Email Automation What is Email Automation & How Can Your Business Use it? 00:06:00 What is an Email Marketing Autoresponder? 00:04:00 Awesome Email Marketing Campaigns & How to Run Your Own 00:05:00 Simple (But Powerful) Automated Email Sequences For Service Businesses 00:04:00 Using Tags to Gaining Useful Insights From Email Segmentation 00:04:00 Module 05: Email Copywriting Email Copy-writing Tips to Write Engaging Content Subscribers Want to Read 00:03:00 Ways To Make People Actually Read Your Emails 00:07:00 Ways to Make Your Emails More Engaging 00:06:00 Psychological Triggers to Turn Email Marketing Prospects into Loyal Customers 00:04:00 Tips for Writing Email Marketing Copy that Converts 00:04:00 Module 06: Email Deliverability 7 Best Practices for Email Deliverability 00:06:00 How to Improve Your Email Deliverability (Step-by-Step) 00:04:00 Blueprints for Email Copywriting 00:05:00 7 Ways to Improve Your Email Deliverability 00:04:00 How to Test Your Email Deliverability? A Step-by-Step Guide 00:04:00 Module 07: The Concepts of Email Marketing Rules of Email Marketing 00:05:00 Types of Email Marketing Campaigns You Should Already be Using 00:05:00 10 Email Marketing Terms Every Marketer Should Know 00:06:00 The Importance of List Cleaning and Segmentation Tags 00:03:00 Tips for Building Responsive Email Marketing Lists 00:04:00 Module 08: Using Capture Pages and Funnels for Leads The Importance of Lead Capture Pages in Email Marketing 00:04:00 The Importance of a Sales Funnel in Email Marketing 00:04:00 Getting Leads from Facebook 00:04:00 Types of Landing Pages and How to Use Them 00:04:00 Types Of Online Sales Funnels That Work Really Well 00:05:00 Module 09: Conclusion Review 00:01:00 Assignment Assignment - Complete Email Marketing Course 00:00:00

Embark on a thrilling journey into 'Blockchain & Cryptocurrency.' Explore the revolutionary potential of blockchain technology and unravel the mysteries of popular cryptocurrencies like Bitcoin, Ethereum, and Ripple. Dive deep into the intricacies of this digital landscape, from understanding the fundamentals to navigating the ever-evolving legal and regulatory frameworks. In this course, you'll uncover the essence of blockchain technology and its transformative impact on various industries. From exploring cryptocurrency prices and news to delving into advanced concepts, you'll gain a comprehensive understanding of this dynamic field. Navigate the complexities of blockchain explorer tools and cryptocurrency wallets, equipping yourself with the knowledge to make informed decisions in the cryptocurrency market. By the end of this course, you'll emerge with a solid grasp of blockchain fundamentals and cryptocurrency intricacies. Stay updated with the latest developments in this rapidly evolving field and explore alternative uses of blockchain beyond cryptocurrencies. Whether you're an aspiring investor, tech enthusiast, or curious learner, this course offers invaluable insights into the future of finance and technology. Learning Outcomes: Understand the fundamentals of blockchain technology and its applications. Analyze the characteristics and functionalities of popular cryptocurrencies like Bitcoin, Ethereum, and Ripple. Navigate legal and regulatory considerations surrounding blockchain and cryptocurrency. Explore advanced concepts and alternative uses of blockchain beyond cryptocurrency. Stay updated with the latest developments and updates in the blockchain and cryptocurrency space. Why buy this Blockchain & Cryptocurrency Course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Certification After studying the course materials of the Blockchain & Cryptocurrency there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this Blockchain & Cryptocurrency course for? Investors seeking to understand blockchain and cryptocurrency for investment opportunities. Tech enthusiasts interested in exploring the innovative potential of blockchain technology. Finance professionals looking to expand their knowledge of digital currencies and blockchain applications. Entrepreneurs considering blockchain-based solutions for their business ventures. Students and researchers interested in the intersection of technology, finance, and regulation. Prerequisites This Blockchain & Cryptocurrency does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Blockchain & Cryptocurrency was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Blockchain Developer: £30,000 - £70,000 Per Annum Cryptocurrency Analyst: £25,000 - £50,000 Per Annum Blockchain Project Manager: £40,000 - £80,000 Per Annum Cryptocurrency Trader: £20,000 - £100,000+ (depending on success) Per Annum Blockchain Consultant: £35,000 - £90,000 Per Annum Cryptocurrency Compliance Officer: £30,000 - £60,000 Per Annum Course Curriculum Section 01: Introduction What Is Blockchain? 00:15:00 Centralised vs Decentralised vs Distributed Systems 00:12:00 Is Blockchain Truly Decentralised and Distributed? 00:08:00 Structure of a Block 00:10:00 What Is a Hash? 00:08:00 What Are Merkle Trees? 00:08:00 What Is a Ledger? 00:06:00 History of Blockchain 00:21:00 Why Use Blockchain? 00:10:00 What Are Cryptocurrencies? 00:09:00 What Is Cryptography? 00:09:00 Section 02: Bitcoin What Is Bitcoin? 00:12:00 Advantages and Disadvantages Compared To Fiat Currency 00:11:00 What Is Bitcoin Mining 00:12:00 What Are Mining Pools/Farms? 00:08:00 What Is A Bitcoin Wallet? 00:06:00 What Is A Bitcoin Exchange? 00:09:00 How Is The Price of Bitcoin Determined? 00:07:00 How to Use Bitcoin? 00:10:00 What Is Bitcoin Cash and How Does It Differ To Bitcoin? 00:11:00 What Is SegWit2x? 00:16:00 Soft Fork vs Hard Fork 00:08:00 Section 03: Ethereum What Is Ethereum & How Does It Differ To Bitcoin? 00:10:00 Advantages and disadvantages compared to Bitcoin 00:10:00 Ethereum vs Ethereum Classic 00:09:00 Section 04: Ripple What Is Ripple & How Does It Differ To Bitcoin? 00:10:00 Advantages and Disadvantages Compared To Bitcoin 00:10:00 Section 05: Other Popular Cryptocurrencies Litecoin 00:06:00 Dash 00:12:00 Monero 00:11:00 Why Should I Just Not Use Bitcoin? 00:09:00 Section 06: Law and Regulation Monetary Policy 00:11:00 Tax Regulations 00:12:00 Illegal Activities 00:10:00 Electronic Fund Transfer Act 00:11:00 Section 07: Other Uses of Blockchain Education 00:15:00 Retail 00:21:00 Health Industry 00:18:00 Business 00:10:00 Governance 00:12:00 Last Will and Testament 00:12:00 Blood Diamonds 00:06:00 Housing 00:15:00 Proof of Ownership/Identity 00:11:00 Data Storage 00:13:00 Section 08: Advanced ICO (Initial Coin Offering) 00:11:00 2007/2008 Crisis 00:18:00 Cypherpunks 00:18:00 History of FIAT Currency 00:13:00 DAO (Decentralised Autonomous Organisations) 00:13:00 Section 09: Updates Bitcoin Update 00:06:00 Ripple Update 00:11:00 Assignment Assignment - Blockchain & Cryptocurrency 00:00:00

In a world where our lives are increasingly online, network security is more important than ever. This Computer Network Security from Scratch to Advanced course will teach you everything you need to know about computer network security, from the basics of how networks work to the most advanced security technologies. In this course, you will learn about the ISO/OSI model and TCP/IP protocols, gaining a solid foundation in understanding how data is transmitted across networks. You will then explore wireless networks, learning about their vulnerabilities and how to secure them effectively.  Our expert instructors will guide you through the complex world of network security, covering essential concepts such as firewalls, intrusion detection and prevention systems, and incident handling. Overall, You will develop practical skills in securing computer networks.  By the end of this course, you will have the confidence and knowledge to safeguard networks against potential threats. This will make you an invaluable asset to any organisation. So don't miss out on this opportunity to enhance your coding prowess and become a master in computer network security. Enrol today and unlock a world of exciting possibilities! Learning Outcomes: Upon successful completion of the Computer Network Security course, you will be able to: Understand the fundamentals of computer networks and their components. Gain in-depth knowledge of the ISO/OSI model and TCP/IP protocols. Identify and mitigate security vulnerabilities in wireless networks. Implement effective network security measures, including firewalls and honeypots. Utilise intrusion detection and prevention systems to safeguard networks. Develop expertise in securing wireless networks against unauthorised access. Acquire skills in physical security and incident handling for network protection. Apply comprehensive network security strategies to ensure data integrity and confidentiality. Who is this course for? This Computer Network Security course is ideal for: IT professionals seeking to enhance their knowledge of network security. Students pursuing a career in cybersecurity or network administration. Software developers interested in understanding the intricacies of computer networks. Network engineers aiming to specialise in network security. Individuals responsible for maintaining the security of organisational networks. Career Path Our Computer Network Security course will prepare you for a range of careers, including: Network Security Analyst: £35,000 - £60,000 per year. Cybersecurity Specialist: £45,000 - £80,000 per year. Network Administrator: £30,000 - £50,000 per year. IT Security Consultant: £40,000 - £80,000 per year. Information Security Manager: £50,000 - £100,000 per year. Network Security Engineer: £40,000 - £70,000 per year. Certification After studying the course materials of the Computer Networks Security from Scratch to Advanced there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Prerequisites This Computer Networks Security from Scratch to Advanced does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Computer Networks Security from Scratch to Advanced was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Course Curriculum Introduction Introduction 00:10:00 Section 01: An Introduction to Computer Networks 1.1 Computer Network 00:11:00 1.2 Computer Network Topologies 00:11:00 1.3 Categories of Computer Network 00:10:00 1.4 Computer Network Devices 00:11:00 1.5 Transmission Media 00:09:00 Section 02: ISO/OSI Model 2.1 ISO/OSI Model 00:10:00 2.2 Application, Presentation, and Session Layers 00:12:00 2.3 Transport and Network Layers 00:11:00 2.4 Data Link and Physical Layers 00:09:00 2.5 ISO/OSI Model in Action 00:10:00 Section 03: TCP/IP Protocols 3.1 Introduction to Computer Networks Protocols 00:11:00 3.2 IP Protocol 00:13:00 3.3 TCP and UDP Protocols 00:12:00 3.4 Application Protocols 00:12:00 3.5 TCP/IP Characteristics and Tools 00:11:00 Section 04: Wireless Networks 4.1 Wireless Networks Benefits 00:09:00 4.2 Types of Wireless Networks 00:12:00 4.3 Wireless Networks Protocol (Wi-Fi) 00:07:00 4.4 Wireless Networks Devices 00:10:00 4.5 Wireless Networks Drawbacks 00:09:00 Section 05: Network Security 5.1 Security Goals 00:09:00 5.2 Securing the Network Design 00:10:00 5.3 TCP/IP Security and Tools 00:12:00 5.4 Port Scanning and Tools 00:11:00 5.5 Sniffing and Tools 00:10:00 Section 06: Firewalls and Honeypots 6.1 Reasons to Use Firewall 00:13:00 6.2 Firewalls Rules 00:11:00 6.3 Firewalls Filtering 00:09:00 6.4 Honeypots 00:07:00 6.5 Bypassing Firewalls 00:08:00 Section 07: Intrusion Detection and Prevention System 7.1 Intrusion Detection System: IDS 00:11:00 7.2 Network IDS: NIDS 00:06:00 7.3 NIDS Challenges 00:09:00 7.4 Snort as NIDS 00:08:00 7.5 Intrusion Prevention Systems: IPS 00:07:00 Section 08: Wireless Network Security 8.1 Wired Equivalent Privacy WEP Attacking 00:11:00 8.2 WPA and AES Protocols 00:09:00 8.3 Wireless Security Misconceptions 00:09:00 8.4 Wireless Attacks and Mitigation 00:09:00 8.5 Secure Network Design with Wireless 00:09:00 Section 09: Physical Security and Incident Handling 9.1 Physical Security Objectives 00:11:00 9.2 Physical Threats and Mitigation 00:11:00 9.3 Defense in Depth (DiD) 00:07:00 9.4 Incident 00:06:00 9.5 Incident Handling 00:14:00 Section 10: Network Security: Conclusion 10.1 Confidentiality, Integrity, and Availability (CIA) 00:06:00 10.2 Assets, Threats, and Vulnerabilities 00:04:00 10.3 Risks and Network Intrusion 00:06:00 10.4 Common Attacks 00:09:00 10.5 Security Recommendations 00:06:00 Assignment Assignment - Computer Networks Security from Scratch to Advanced 00:00:00

Duration 5 Days 30 CPD hours This course is intended for The skills covered in this course converge on four areas-software development, IT operations, applied math and statistics, and business analysis. Target students for this course should be looking to build upon their knowledge of the data science process so that they can apply AI systems, particularly machine learning models, to business problems. So, the target student is likely a data science practitioner, software developer, or business analyst looking to expand their knowledge of machine learning algorithms and how they can help create intelligent decisionmaking products that bring value to the business. A typical student in this course should have several years of experience with computing technology, including some aptitude in computer programming. This course is also designed to assist students in preparing for the CertNexus Certified Artificial Intelligence (AI) Practitioner (Exam AIP-210) certification Overview In this course, you will develop AI solutions for business problems. You will: Solve a given business problem using AI and ML. Prepare data for use in machine learning. Train, evaluate, and tune a machine learning model. Build linear regression models. Build forecasting models. Build classification models using logistic regression and k -nearest neighbor. Build clustering models. Build classification and regression models using decision trees and random forests. Build classification and regression models using support-vector machines (SVMs). Build artificial neural networks for deep learning. Put machine learning models into operation using automated processes. Maintain machine learning pipelines and models while they are in production Artificial intelligence (AI) and machine learning (ML) have become essential parts of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, all while following a methodical workflow for developing data-driven solutions. Solving Business Problems Using AI and ML Topic A: Identify AI and ML Solutions for Business Problems Topic B: Formulate a Machine Learning Problem Topic C: Select Approaches to Machine Learning Preparing Data Topic A: Collect Data Topic B: Transform Data Topic C: Engineer Features Topic D: Work with Unstructured Data Training, Evaluating, and Tuning a Machine Learning Model Topic A: Train a Machine Learning Model Topic B: Evaluate and Tune a Machine Learning Model Building Linear Regression Models Topic A: Build Regression Models Using Linear Algebra Topic B: Build Regularized Linear Regression Models Topic C: Build Iterative Linear Regression Models Building Forecasting Models Topic A: Build Univariate Time Series Models Topic B: Build Multivariate Time Series Models Building Classification Models Using Logistic Regression and k-Nearest Neighbor Topic A: Train Binary Classification Models Using Logistic Regression Topic B: Train Binary Classification Models Using k-Nearest Neighbor Topic C: Train Multi-Class Classification Models Topic D: Evaluate Classification Models Topic E: Tune Classification Models Building Clustering Models Topic A: Build k-Means Clustering Models Topic B: Build Hierarchical Clustering Models Building Decision Trees and Random Forests Topic A: Build Decision Tree Models Topic B: Build Random Forest Models Building Support-Vector Machines Topic A: Build SVM Models for Classification Topic B: Build SVM Models for Regression Building Artificial Neural Networks Topic A: Build Multi-Layer Perceptrons (MLP) Topic B: Build Convolutional Neural Networks (CNN) Topic C: Build Recurrent Neural Networks (RNN) Operationalizing Machine Learning Models Topic A: Deploy Machine Learning Models Topic B: Automate the Machine Learning Process with MLOps Topic C: Integrate Models into Machine Learning Systems Maintaining Machine Learning Operations Topic A: Secure Machine Learning Pipelines Topic B: Maintain Models in Production