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This one-day course introduces the field of user experience and provides an excellent entry point to our other specialised training courses. UX processes and practices have become a central component of product design, service design and web design.

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Accounting and finance are at the very heart of business operations. From banking to manufacturing, from huge service industries to micro businesses, the ability to manage, plan and account for money is still the ultimate measure of business success and the key driver of growth. The objective of the Level 4 Diploma in Accounting and Business qualification is to provide learners with an understanding of accounting and business in the broader business context, and to provide them with the practical, industry-focused skills to manage business finances, budgets and cash flow effectively, and to play a key role in business growth. Program Overview Key Highlights Program Duration: 9 Months (Can be Fast tracked) Program Credits: 120 Designed for working Professionals Format: Online No Written Exam. The Assessment is done via Submission of Assignment Tutor Assist available Dedicated Student Success Manager Timely Doubt Resolution Regular Networking Events with Industry Professionals Direct entry into Year 1 of a three-year UK Bachelor's degree LSBR Alumni Status No Cost EMI Option Top Skills You Will Learn You will have an understanding of accounting and business in the broader business context. The programme will provide you with the practical, industry-focused skills to manage business finances, budgets and cash flow effectively, and to play a key role in business growth. Who is this course for? Working Professionals, A-Level holders, professionals working in range of industries looking for a career in finance and accountancy

Description: The series CompTIA A+ 900 Certification - Complete Video Course provides an extensive lesson about CompTIA A+ 900 Certification. A+ Certification is one of the leading certificates in the computer industry. It certifies the competency of PC Service Specialists. Sponsored by CompTIA - the Computing Technology Industry Association, and tests, the course is administered by Pearson VUE. The course includes more than 50 lessons related to the Computer industry. The course starts by describing firmware and BIOS configuration options. After that, the course will teach you about the motherboard basics including motherboard sizes, form factors, and AMD CPU socket types. The course also includes topics such as Expansion slots, RAM types and features, install and configure PC expansion cards, install and configure storage device, CPU's and cooling methods and PC connection interfaces. The course will also focus on power supplies, PC connectors, printing technologies, networking tools, etc. In short, the course provides all the necessary information about computer hardware and operating system. Assessment & Certification To achieve a formal qualification, you are required to book an official exam separately with the relevant awarding bodies. However, you will be able to order a course completion CPD Certificate by paying an additional fee. Hardcopy Certificate by post - £19 Soft copy PDF via email - £10 Requirements Our CompTIA A+ 900 Certification - Complete Video Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Configuring BIOS Firmware FREE 00:07:00 BIOS Configuration Options 00:25:00 Motherboards Motherboard Sizes Form Factors 00:14:00 The Motherboard 00:12:00 AMD CPU Socket Types 00:11:00 Expansion Slots Expansion Cards 00:13:00 Bus Speeds 00:28:00 RAM Types and Features Memory 00:06:00 Types of RAM 00:07:00 Install and Configure PC Expansion Cards Ports 00:11:00 SCSI Connections 00:14:00 Audio Video Connections 00:26:00 Install and Configure Storage Devices Storage Devices 00:17:00 Hard Drives 00:17:00 Media Capacity 00:21:00 CPU's and Cooling Methods CPU Types and Characteristics 00:14:00 PC Connection Interfaces Physical Connections USB 00:11:00 Physical Connections VGA 00:11:00 Wireless Connections Bluetooth 00:06:00 Power Supplies Power Supply Specifications 00:16:00 Custom Computer Specifications What is a Standard Client 00:13:00 Audio Video Editing Workstations 00:08:00 Installing Displays Display Device Types 00:20:00 Backlighting 00:12:00 PC Connectors DVI to HDMI 00:13:00 Installing Peripheral Standard Input Device Types 00:16:00 Expansion Card Types 00:11:00 Multimedia Devices 00:11:00 Installing Multifunction Devices and SOHO Networks SOHO Networks 00:17:00 WPS 00:16:00 Encryption 00:14:00 Printer Technologies Printers 00:02:00 Printer Technologies Topic B Inkjet Printers 00:13:00 Printer Maintenance Technical Printer Components 00:09:00 Local and Network-Based Printers 00:22:00 Networking Network Interface Card Characteristics 00:20:00 Fiber Optic Cables 00:14:00 Properties and Characteristics of TCP/IP TCP IP 00:14:00 IP Address Classes 00:14:00 Addressing Schemes 00:17:00 TCP vs. UDP Ports 00:09:00 LDAP 00:04:00 Wi-Fi Networking Standards and Encryption Types Standards 00:03:00 Install and Configure SOHO Wireless/Wired Router Setting up your Router 00:10:00 Define Appropriate NAT Policies 00:16:00 Architecture and Internet Connection Types LANs 00:08:00 Network Topologies 00:11:00 ISPs 00:06:00 Networking Tools Cable Testers 00:13:00 Laptop Hardware Components Laptops 00:09:00 Laptop Expansion Options 00:10:00 Auto-Switching and Fixed Input Power Supplies 00:09:00 Mobile Devices What is Mobile Technology 00:09:00 Mobile Device Features 00:09:00 Bluetooth Configuration Method 00:08:00 Mobile Device Ports and Accessories Mobile Device Connection Types 00:10:00 Troubleshooting Mobile Devices 00:11:00 Troubleshooting Theory Troubleshooting Theory 00:16:00 Boot to Incorrect Device 00:16:00 PC Indicator Lights 00:10:00 Repair vs. Replace 00:10:00 Troubleshooting RAID Arrays and Hard Drives Drive and Array Troubleshooting Tools 00:06:00 Common RAID Array Issues 00:17:00 Troubleshooting Video Common Video and Display Issues 00:01:00 Troubleshooting Network Issues Common Network Issues 00:12:00 Troubleshooting Printers Common Printer Troubleshooting Tools 00:14:00 Windows Operating Systems Microsoft Windows 00:12:00 Microsoft Windows Features 00:17:00 Other Operating Systems 00:15:00 Installation Types 00:14:00 Customizing System Options 00:19:00 Command Line Tools The Command Prompt 00:12:00 Microsoft Operating System Features and Tools Administrative Tools 00:41:00 Task Manager 00:28:00 Memory Diagnostic Tool 00:46:00 Control Panel Utilities The Control Panel 00:11:00 Internet Options 00:10:00 Types of User Accounts 00:11:00 Computer My Computer 00:13:00 Permissions 00:31:00 System 00:10:00 Windows Networking on Client Desktops Workgroups 00:20:00 Network Connection Types 00:18:00 Preventative Maintenance Data Backup and Restoration 00:11:00 Scheduling Tasks 00:26:00 Features and Functionality of the Mac OS and Linux Operating Systems Patch Management in Mac OS X and Linux 00:09:00 Screen Sharing 00:06:00 Mac OS Multitouch Gestures - Touchscreen 00:09:00 Client Side Virtualization What is Virtualization 00:08:00 Virtual Desktop Infrastructure 00:12:00 Cloud-based Concepts SaaS (Software as Service) 00:09:00 Network Host Properties Server Roles 00:12:00 Mobile Operating Systems Open Source Software 00:03:00 Mobile Device Network and E-mail Mobile Device Hotspot 00:10:00 Security Malware 00:09:00 Social Engineering 00:13:00 Prevention Methods Physical Security 00:14:00 Hard Drive Sanitation 00:14:00 User Education 00:26:00 Windows Security Settings Users and Groups 00:11:00 Security Best Practices Password Best Practices 00:04:00 Securing Mobile Devices Locks 00:07:00 Troubleshooting Common PC Tools Operating System Troubleshooting Tools 00:12:00 Application Errors 00:16:00 Common Network Issues 00:12:00 Common Security Issues 00:10:00 Common PC Security Issues Browser Issues 00:06:00 Common Mobile Operating Systems Troubleshooting Dim Display 00:09:00 No Sound from Speakers 00:07:00 Common Safety Practices Static Electricity 00:14:00 Electrical Hazards 00:12:00 General Power Issues 00:10:00 Hazardous Material Disposal Procedures 00:07:00 Maintenance Tools and Techniques Professional Conduct 00:11:00 Types of Hardware Toolkits 00:11:00 Hard Drive Self-Tests 00:05:00 Computer Component Maintenance Techniques 00:10:00 Privacy and Licensing Concepts Incident Response 00:08:00 Proper Communication and Professionalism 00:07:00 Set Expectations 00:06:00 Mock Exam Mock Exam- CompTIA A+ 900 Certification - Complete Video Course 00:20:00 Final Exam Final Exam- CompTIA A+ 900 Certification - Complete Video Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

***Small Businesses FEAR This Simple Financial Secret!** (Learn it with the Xero Accounting & Bookkeeping + Tax, Finance & Financial Management Course!)*** Did you know that according to a recent Federation of Small Businesses report, 72% of small business owners in the UK believe strong financial management is crucial for success? The Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course equips you with the theoretical knowledge and understanding to excel in this critical area. This Xero Accounting & Bookkeeping + Tax, Finance & Financial Management comprehensive course is designed to provide a solid foundation in Xero accounting software, tax accounting principles, and financial management strategies. Throughout the course, you'll gain the theoretical knowledge needed to navigate the financial world with confidence, helping you make informed decisions for your business or future career. 3 CPD Accredited Courses Are: Course 01: Advanced Diploma in Xero Accounting and Bookkeeping at QLS Level 7 Course 02: Tax Accounting Course 03: Financial Management Learning Outcome: Going through our interactive modules of Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course , you will be able to - Gain a working knowledge of Xero Accounting & Bookkeeping software. Master essential tasks like creating invoices, managing bills, and reconciling bank accounts in Xero. Understand core accounting principles like double-entry accounting and VAT returns. Develop strong financial management skills, including budgeting, analyzing financial statements, and interpreting financial data. Gain a theoretical grounding in tax accounting, including capital gains tax and import/export considerations. Confidently navigate the Xero Accounting & Bookkeeping + Tax, Finance & Financial Management landscape. Key Highlights of Xero Accounting & Bookkeeping + Tax, Finance & Financial Management: CPD Accredited Xero Accounting & Bookkeeping + Tax, Finance & Financial Management Course Unlimited Retake Exam & 24/7 Tutor Support Easy Accessibility to the Xero Accounting & Bookkeeping + Tax, Finance & Financial Management Course Materials 100% Learning Satisfaction Guarantee Lifetime Access Self-paced online Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course Modules Covers to Explore Multiple Job Positions Curriculum Topics: Advanced Diploma in Xero Accounting and Bookkeeping at QLS Level 7e Xero Accounting & Bookkeeping + Tax, Finance & Financial Management begins with a deep dive into Xero accounting software. This course equips you with the theoretical knowledge to navigate Xero's functionalities for various bookkeeping tasks. You'll learn how to set up your Xero account, manage contacts, create invoices and bills, reconcile bank statements, and track inventory. Xero Accounting & Bookkeeping + Tax, Finance & Financial Management also covers essential bookkeeping principles like double-entry accounting and chart of accounts. Section 01: Introduction Introduction Section 02: Getting Started Introduction - Getting Started Signing up Quick Tour Initial Settings Chart of Accounts Adding a Bank Account Demo Company Tracking Categories Contacts Section 03: Invoices and Sales Introduction - Invoices and Sales Sales Screens Invoice Settings Creating an Invoice Repeating Invoices Credit Notes-03 Quotes Settings Creating Quotes Other Invoicing Tasks Sending Statements Sales Reporting Section 04: Bills and Purchases Introduction - Bills and Purchases Purchases Screens Bill Settings Creating a Bill Repeating Bills Credit Notes-04 Purchase Order Settings Purchase Orders Batch Payments Other Billing Tasks Sending Remittances Purchases Reporting Section 05: Bank Accounts Introduction - Bank Accounts Bank Accounts Screens Automatic Matching Reconciling Invoices Reconciling Bills Reconciling Spend Money Reconciling Receive Money Find and Match Bank Rules Cash Coding Remove and Redo vs Unreconcile Uploading Bank Transactions Automatic Bank Feeds Section 06: Products and Services Introduction - Products and Services Products and Services Screen Adding Services Adding Untracked Products Adding Tracked Products Section 07: Fixed Assets Introduction - Fixed Assets Fixed Assets Settings Adding Assets from Bank Transactions Adding Assets from Spend Money Adding Assets from Bills Depreciation Section 08: Payroll Introduction - Payroll Payroll Settings Adding Employees Paying Employees Payroll Filing Section 09: VAT Returns Introduction - VAT Returns VAT Settings VAT Returns - Manual Filing VAT Returns - Digital Filing Free Course 01: Tax Accounting Xero Accounting & Bookkeeping + Tax, Finance & Financial Management delves into the world of tax accounting. This course provides a theoretical understanding of tax principles, regulations, and calculations relevant to businesses. You'll explore topics like income tax, corporation tax, value added tax (VAT), and payroll taxes. Xero Accounting & Bookkeeping+ Tax, Finance & Financial Management equips you with the knowledge to identify tax implications for business transactions and ensure compliance with tax authorities. Module 01: Capital Gain Tax Module 02: Import and Export Module 03: Double Entry Accounting Module 04: Management Accounting and Financial Analysis Module 05: Career as a Tax Accountant in the UK Free Course 02: Financial Management Xero Accounting & Bookkeeping + Tax, Finance & Financial Management concludes with a focus on financial management. This course explores the theoretical underpinnings of financial decision-making. You'll learn how to create financial statements, analyze financial data, develop budgets and forecasts, and manage cash flow effectively. Xero Accounting & Bookkeeping+ Tax, Finance & Financial Management empowers you to make informed financial decisions that contribute to the overall success of a business. Module 01: Introduction to Financial Management Module 02: Fundamentals of Budgeting Module 03: The Balance Sheet Module 04: The Income Statement Module 05: The Cash Flow Statement Module 06: Statement of Stockholders' Equity Module 07: Analysing and Interpreting Financial Statements Module 08: Inter-Relationship Between all the Financial Statements Module 09: International Aspects of Financial Management Each topic has been designed to deliver more information in a shorter amount of time. This makes it simple for the learners to understand the fundamental idea and apply it to diverse situations through Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course. Certification Free CPD Accredited (CPD QS) Certificate. Quality Licence Scheme Endorsed Certificate of Achievement: Upon successful completion of the course, you will be eligible to order an original hardcopy certificate of achievement. This prestigious certificate, endorsed by the Quality Licence Scheme, will be titled 'Advanced Diploma in Xero Accounting and Bookkeeping at QLS Level 7'. Your certificate will be delivered directly to your home. The pricing scheme for the certificate is as follows: £129 GBP for addresses within the UK. Please note that delivery within the UK is free of charge. Disclaimer This Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course will teach you about Xero accounting software and help you improve your skills using it. It's created by an independent company, & not affiliated with Xero Limited. Upon completion, you will earn a CPD accredited certificate, it's not an official Xero certification. CPD 30 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course. Besides, this Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course particularly recommended for- Anyone interested in learning Xero can progress from a beginner to a knowledgeable user in just one day. Small business owners that want to handle their own accounting in Xero Xero Practice Manager Bookkeepers who wish to learn Xero rapidly Requirements Students seeking to enrol for Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course should meet the following requirements; Basic knowledge of English Language is needed for Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course, which already you have. Basic Knowledge of Information & Communication Technologies for studying Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course in online or digital platform. Stable Internet or Data connection in your learning devices to complete the Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course easily. Career path The Xero Accounting & Bookkeeping + Tax, Finance & Financial Management course will enable you to explore in Xero related trendy and demanding jobs, such as: Bookkeeping Specialist Client Experience Specialist Accounting Advisory Apprentice Cloud Accountant Education Specialist Management Accountant Finance Manager Tax Implementation Specialist Xero Practice Manager Certificates CPD QS Certificate of completion Digital certificate - Included After successfully completing this course, you can get CPD accredited digital PDF certificate for free.

Take your JavaScript and Vue skills to the next level by learning state management, routing, authentication and Firebase

Why cultural differences exist, what you can do to understand and respect these differences and then implement strategies to build effective intercultural relationships.Learn the skills, knowledge and have the confidence to tackle difficult conversations in a productive way. Course overview Duration: 1 day (6.5 hours) This workshop is designed for those who deal on a regular basis with fellow employees, suppliers or customers from different cultural backgrounds. The workshop will focus on understanding why cultural differences exist, what you can do to understand and respect these differences and then implement strategies to build effective intercultural relationships. The one day session will use professional actors in the afternoon so that you can practice real-life situations involving intercultural challenges. Objectives  By the end of the course you will be able to: Understand what makes us different from people from other cultures Appreciate why we form impressions of other cultures Use strategies to communicate effectively with those from different cultural backgrounds Build trust with those we work with from a different cultural background Content Intercultural Challenges What challenges do you face with dealing with people from different cultures? Why do these challenges exist? Understanding Culture What is culture? Trompenaars’ Model of Culture – what determines our understanding of different cultures Cultural theories Hall and Hall:Three Systems of TimeThe Importance of Context – Data vs Dialogue Hofstede – 6 Cultural Dimensions Trompenaars – 7 Cultural Dimensions Chart your intercultural business relationships against these dimensions Strategies and Intercultural Management Trompenaar’s 3 step approach – Recognise, Respect, Reconcile How to foster and maintain trust Effective intercultural communication strategies Practical Activities Professional actors will work with you in small groups in the afternoon to practice real-life challenging conversations.

Join the comprehensive Security Guard, CCTV, and Door Supervision course to gain essential skills and knowledge for a successful career in the security industry. Learn security risk analysis, crisis response, CCTV monitoring, and conflict management to ensure safety and compliance. Suitable for aspiring security professionals and those seeking advanced training.

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! 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 course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00

PMI-ACP® Exam Prep: On-Demand This course builds on the candidates' practical experience of Agile in the workplace to equip them with the broad range of knowledge and skills required for the PMI® Agile Certification exam. It will follow the PMI® requirements and reference the suggested reading list, including the Agile Practice Guide, but will not be limited to those areas. Within the profession and discipline of project management, Agile continues to develop as a significant and important aspect of bringing change to an organization. Where the products of change must be delivered to the business 'on time,' Agile is often the chosen methodology. In addition to equipping candidates for the PMI® Agile Certification examination, this course will also support candidates in taking a more informed and effective role in Agile projects. It will also enable them to take a significant role in encouraging and enabling the organization to become or develop as an Agile environment. What you will Learn You will learn how to: Appreciate the wider aspects of Agile project management tools and techniques Integrate various disciplines within Agile Tailor / customize Agile to suit the needs of different projects Prepare yourself for the PMI® Agile Certification examination Getting Started Introductions Agenda Expectations Foundation Concepts Defining 'Traditional' Project Management Project management parameters The 'traditional' approach to the parameters Strengths and weaknesses of the traditional approach Defining 'Agile' Project Management Project management parameters revisited The 'agile' approach to the parameters Strengths and weaknesses of agile Managing projects with traditional and agile methods Can the two approaches co-exist? Leveraging the benefits of both methods Options for using both methods on a project Avoiding the elephant traps Key aspects of the PMI® Agile Certified Practitioner (PMI-ACP)® Handbook Overview Eligibility requirements Exam information Exam Blueprint Continuing certification requirements Key aspects of the PMI Agile Certification Examination Content Outline Introduction Agile exam content outline Tools and techniques Knowledge and skills Domains and tasks (not examined) An Introduction to Agile and Implementing Agile Definable work vs. high-uncertainty work Project factors that influence tailoring The Agile Manifesto and 12 Principles Agile mindset Agile domains and tasks Agile Tools and Techniques Related to PM 'Hard Skills' Planning, monitoring, and adapting The need for planning, monitoring, and adapting The Agile approach to planning and plans The Agile planning tools and techniques The Agile monitoring tools and techniques The Agile approach to adapting Product quality A definition of 'product quality' Setting the standard for product quality Agile tools and techniques for achieving product quality Risk management A definition of 'risk' What is 'at risk'? The acceptability of risks The Agile tools and techniques for managing risks Agile Tools and Techniques Related to PM 'Soft Skills' The difference between PM 'hard and soft' skills Communications The importance of communications Forms of agile communications Communications within the project Communications from the project Communications to the project Making communications the cultural norm Interpersonal Skills Defining and understanding management Defining and understanding leadership Defining and understanding servant leadership Delegating vs. empowering Playing to people's strengths Overcoming the roadblocks Core Agile Tools and Techniques The philosophy of core Agile tools and techniques Agile estimation Will traditional forms of estimating work for agile? The relationship between estimating and guessing The relationship between estimating and sizing The where, who, and how of agile estimating Agile analysis and design Product analysis and design from a user point of view Product analysis and design from a supplier point of view Product analysis and design from an agile project point of view Value-Based Agile Tools and Techniques The role of value-based tools and techniques in bridging traditional PM with Agile Value-based prioritization Value-based prioritization and agile projects Investment appraisal methods Regulatory driven Customer driven Ranking methods (MMF, MoSCoW) Metrics What should we measure / track? Methods of measuring / tracking Adding value with metrics Process Improvement Value-stream analysis Value-stream mapping Agile Knowledge and Skills Context of Agile Knowledge and Skills vis-à-vis Agile Tools and Techniques Agile Knowledge and Skills Process focused People focused Product focused Project focused Exam Preparation and Course Closure The application process - where are you now? The 'Exam-Focused Journal' - what you still have to do Further preparation - self-study schedule Exam topic review Practice exam Practice exam debrief Course closure