10122 Concept courses in Liverpool delivered Online

Picture a world where businesses run smoothly, financial statements echo clarity, and transactions are seamlessly documented. The position of an accounts payable clerk is more than just numbers. It's about ensuring that every financial transaction is recorded accurately, that all invoices are promptly addressed, and that organisations maintain their fiscal health. If you're eager to step into the dynamic domain of finance, our course offers a comprehensive look into the accounts payable clerk job description. Dive deep into the intricacies of accounting, from the foundational concepts to the nitty-gritty of financial statements. With detailed insight into accounts payable clerk duties, this course paves your path to securing coveted accounts payable clerk jobs and equipping you with the knowledge to excel in them. The curriculum begins with an introduction to the world of accounting, demystifying the pivotal role accountants play in a business's success. As you progress, each module unfolds the various components that make up financial statements, such as the balance sheet, income statement, and the riveting world of double-entry bookkeeping. Towards the end, the course delves into the advanced arenas of financial budgeting, planning, and the crucial aspect of auditing. With a mix of theory and real-world applications, learners will garner a well-rounded understanding, preparing them for a successful career in the sector. Learning Outcomes Understand the foundational principles and concepts underpinning accounting. Recognise and appreciate the central role of accountants in business operations. Master the techniques and applications of double-entry bookkeeping. Analyse and interpret various financial statements, including balance sheets and income statements. Grasp the intricacies of cash flow statements, profit and loss statements, and their implications. Develop proficiency in financial budgeting and strategic planning. Gain insight into the auditing process and its significance in business accountability. Why buy this Certificate in Accounts Payable Clerk at QLS Level 3 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are 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. Who is this Certificate in Accounts Payable Clerk at QLS Level 3 course for? Aspiring individuals keen on understanding the intricacies of accounting. University students pursuing finance or business-related degrees seeking additional expertise. Small business owners aiming to manage their finances efficiently. Professionals in roles adjacent to finance who wish to expand their knowledge base. Job seekers looking to expand their career options in the finance sector. Career path Accounts Payable Clerk: £20,000 - £25,000 Per Annum Financial Accountant: £35,000 - £45,000 Per Annum Management Accountant: £40,000 - £50,000 Per Annum Financial Analyst: £30,000 - £45,000 Per Annum Budget Analyst: £35,000 - £50,000 Per Annum Auditor: £40,000 - £55,000 Per Annum Prerequisites This Certificate in Accounts Payable Clerk at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This 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. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Module 01: Introduction to Accounting Introduction to Accounting 00:15:00 Module 02: The Role of an Accountant The Role of an Accountant 00:16:00 Module 03: Accounting Concepts and Standards Accounting Concepts and Standards 00:22:00 Module 04: Double-Entry Bookkeeping Double-Entry Bookkeeping 00:23:00 Module 05: Balance Sheet Balance Sheet 00:21:00 Module 06: Income statement Income statement 00:19:00 Module 07: Financial statements Financial statements 00:27:00 Module 08: Cash Flow Statements Cash Flow Statements 00:17:00 Module 09: Understanding Profit and Loss Statement Understanding Profit and Loss Statement 00:17:00 Module 10: Financial Budgeting and Planning Financial Budgeting and Planning 00:28:00 Module 11: Auditing Auditing 00:17:00 Assignment Assignment - Certificate in Accounts Payable Clerk at QLS Level 3 04:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

Description: Human Resource(HR) is the department that is responsible for finding, screening, recruiting and training job applicants, as well as administering employee-benefit programs. As a result, every business corporation needs HR department and a well-trained person who knows HR concepts very well. HR Assistant - Video Training Course includes the essential information about HR. Throughout the course, you will learn the procedures of attracting and retaining employees, the proper ways of training and development, and the legal environment of HRM. Apart from these, you will gain information related to contemporary motivation theory and techniques and teamwork. The course starts with the basic HR concepts and the exact ways of recruitment which includes how to select the perfect employee, the appropriate system of orientation and the strategy of developing personal and professional development. After that, you will learn how to motivate the employee through different motivational techniques, how to praise them or how to make constructive criticism. Finally, you will learn how to do teamwork. In short, the purpose of HR Assistant - Video Training Course is to help you to know the HR concepts so that you can flourish your business through effective HR management. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? HR Assistant - Video Training Course is certified by CPD Qualifications 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. Requirements Our HR Assistant - Video Training 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. Human Resources Assistant Introduction Human Resources Assistant FREE 00:10:00 Potential Careers 00:05:00 Attracting and Retaining Employees HRM Overview 00:13:00 Forecasting Demand 00:10:00 Cultural Diversity 00:11:00 Diversity Survey 00:09:00 Recruiting, Selection, and Orientation Job Analysis 00:10:00 Application 00:20:00 Bad Resume 00:05:00 Good Resume 00:12:00 Cover Letter 00:10:00 Selection 00:11:00 Form I-9 00:17:00 Form W-9 00:07:00 Form W-4 00:10:00 Form 1095-B 00:07:00 Compensation and Benefits 00:17:00 Training and Development Personal and Professional Development 00:14:00 Training Evaluation Form 00:12:00 Performance Appraisal Performance Appraisal 00:19:00 Appraisal 00:14:00 Legal Environment of HRM National Labor Relations Act 00:12:00 Labor-Management Relations Act 00:14:00 Occupational Safety and Health Act 00:13:00 Motivating Employees Motivation 00:17:00 Physiological Needs 00:16:00 Motivation-Hygiene Theory 00:12:00 Firm Characteristics 00:22:00 Contemporary Motivation Theory Weakness of Maslow and Herzberg's Theories 00:18:00 Expectancy Theory 00:13:00 Motivation Techniques Management by Objectives 00:17:00 Behavior Modification 00:19:00 Telecommuting 00:20:00 Teams and Teamwork What is a Team? 00:09:00 Stages of Development 00:06:00 Team Cohesiveness 00:09:00 Mock Exam Mock Exam- HR Assistant - Video Training Course 00:20:00 Final Exam Final Exam- HR Assistant - Video Training Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Unlock the power of data with our 'Data Analytics with Tableau' course, a gateway to visualising and understanding your business's most crucial insights. Whether you're analysing sales, human resources, or stock prices, our expertly curated projects will equip you with the prowess to transform raw data into actionable strategies. With Tableau at your fingertips, you'll navigate diverse datasets from Discount Mart's profits to Tesla's stock prices, and more. This course isn't just about data; it's about weaving compelling stories that drive decision-making, all while delving into the foundations of database concepts. Learning Outcomes Understand the core functionalities of Tableau for data visualisation. Analyse and interpret datasets from various business domains such as sales, HR, and stock markets. Craft Tableau stories that effectively communicate insights and drive decisions. Acquire foundational knowledge of database concepts pertinent to data analytics. Gain proficiency in executing projects and transforming business questions into analytical solutions. Why choose this Certificate in Data Analytics with Tableau at QLS Level 3 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are 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. Who is this Certificate in Data Analytics with Tableau at QLS Level 3 for? Individuals seeking to elevate their data visualisation skills using Tableau. Business analysts and consultants aiming to harness the power of data-driven storytelling. Marketing professionals keen on deriving actionable insights from data. Finance and HR professionals looking to analyse datasets effectively. Entrepreneurs aiming to make data-driven decisions for their enterprises. Career path Data Analyst: £25,000 - £40,000 Tableau Developer: £30,000 - £55,000 Business Intelligence Analyst: £28,000 - £50,000 Data Visualisation Expert: £32,000 - £57,000 HR Analytics Specialist: £29,000 - £52,000 Stock Market Data Analyst: £27,000 - £48,000 Prerequisites This Certificate in Data Analytics with Tableau at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This 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. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Module 01: Introduction to the Course Introduction to the Course 00:02:00 What is Tableau?An Introduction to Tableau 00:03:00 How this course is Structured 00:01:00 Installing the Free Full Version of Tableau 00:02:00 Module 02: Project 1: Discount Mart (Sales and Profit Analytics) Project Brief for Discount Mart 00:03:00 Connecting and Preparing Data for Discount Mart 00:15:00 Building Charts on Tableau for Discount Mart (Part 1) 00:33:00 Building Charts on Tableau for Discount Mart (Part 2) 00:16:00 Creating Headline Cards on Tableau for Discount Mart 00:10:00 Building and Publishing Dashboards on Tableau 00:15:00 Module 03: Project 2: Green Destinations (HR Analytics) Project Brief for Green Destinations 00:02:00 Connecting and Preparing Data for Green Destinations 00:09:00 Building Charts on Tableau (Part 1) for Green Destinations 00:28:00 Building Charts on Tableau (Part 2) for Green Destinations 00:08:00 Creating Headline Cards on Tableau 00:12:00 Building a Dashboard for Green Destinations 00:12:00 Publish your Dashboard to Tableau Public 00:03:00 Module 04: Project 3: Superstore (Sales Agent Tracker) Project Brief for Super Store 00:02:00 Connecting and Preparing Data for Super Store 00:17:00 Building Charts on Tableau (Part 1) for Super Store 00:34:00 Building Charts on Tableau (Part 2) for Super Store 00:23:00 Building a Dashboard 00:18:00 Publish your Dashboard to Tableau Public 00:03:00 Module 05: Northwind Trade (Shipping Analytics) Project Brief for Northwind Trade 00:03:00 Connecting and Preparing Data for Northwind Trade 00:14:00 Building Charts on Tableau for Northwind Trade 00:37:00 Building and Publishing Dashboards for Northwind Trade 00:10:00 Module 06: Project 5: Tesla (Stock Price Analytics) Project Brief for Tesla 00:02:00 Creating a Data Source through Google Sheet Functions 00:05:00 Connect to the Data for Tesla 00:04:00 Building Charts on Tableau for Tesla 00:22:00 Building Headline Cards 00:09:00 Building a Tesla Dashboard 00:08:00 Publish your Dashboard to Tableau Public 00:03:00 Module 07: Bonus: Introduction to Database Concepts Introduction to Database Concepts 00:01:00 Understanding Relational Databases 00:04:00 Relationships of Database Entities 00:02:00 Primary and Foreign Keys 00:01:00 Data types and Naming Conventions 00:04:00 Module 08: Tableau Stories Creating Stories on Tableau 00:05:00 Resources Resources - Certificate in Data Analytics with Tableau at QLS Level 3 00:00:00 Assignment Assignment - Certificate in Data Analytics with Tableau at QLS Level 3 04:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

Description: The VMware Ultimate Bootcamp vSphere 5 course provides the advanced virtualisation concepts and teaches about VMware methodology. The course also explores the VMware vSphere 5.0 product suite. Throughout the course, you will learn how to use tools to administer VMware environment. You will also learn about planning the ESXi deployment, vSphere five deployment guidelines, vSphere Hypervisor installation, configuring hostname resolution and NTP, and Troubleshooting ESXi. Finally, the course teaches you vCenter Server 5 and licensing, configuring network and storage, security issues and VM monitoring. In short, the course covers all the concepts related to virtualisation including different 3rd party tools and technologies so that you can increase your virtualisation knowledge. The purpose of the course is to prepare you to become a certified professional virtualisation expert. The course will help you to work efficiently in real-world troubleshooting issues from installation process to up-gradation and security 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 VMware Ultimate Bootcamp vSphere 5 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. Course Introduction and Methodology Learn IT! Do IT! Know IT! FREE 00:06:00 Virtualization Overview Why Virtualize 01:01:00 Planning and Installing ESXi Planning the ESXi Deployment 00:12:00 vSphere 5 Deployment Guidelines 00:11:00 vSphere Hypervisor (ESXi) Installation 00:41:00 Configuring Hostname Resolution and NTP 00:08:00 CTroubleshooting ESXi 00:10:00 Using Tools to Administer a VMware Environment Overview of 3rd Party Tools 00:13:00 ESXi Management 00:29:00 Linux Command Review 00:08:00 Troubleshooting the vSphere Client (VIC) 00:02:00 vCenter Server 5 and Licensing Licensing 00:20:00 vCenter Server Installation 00:32:00 vCenter Server Inventory 00:11:00 Managing vCenter Server 00:11:00 Planning vCenter Server Deployment 00:06:00 Troubleshooting vCenter Server and Database 00:17:00 Configuring Networking Creating & Modifying Virtual Networks 00:49:00 vSphere Distributed Virtual Switches 00:43:00 Creating & Modifying Virtual Networks Using CLI 00:13:00 Configuring Storage Storage Concepts 00:34:00 iSCSI Storage (GUI & Command Line) 00:35:00 Fibre Channel Storage 00:08:00 VMFS Datastores (GUI & Command Line) 00:36:00 NAS Storage and NFS Datastores (GUI & Command Line) 00:13:00 Raw Device Mapping (RDM) 00:07:00 VM Creation, Configuration, and Snapshots Create a VM 00:31:00 Create Multiple VMs, Templates, & Clones 00:28:00 Virtual Appliances 00:04:00 VMware Converter (P2V - V2V) 00:20:00 Manage VMs 00:28:00 Virtual Machine Startup Shutdown 00:06:00 Virtual Machine Snapshots 00:18:00 vSphere Web Client 00:12:00 Virtual Machine Troubleshooting & Best Practices 00:04:00 Security and Permissions Controlling User Access and Passwords 00:29:00 ESXi ESX Active Directory (AD) Integration 00:09:00 Managing Firewalls 00:13:00 SSH Access 00:05:00 The root Account 00:04:00 VMsafe and vShield 00:07:00 Server and VM Monitoring Optimizing Resources 00:32:00 Performance Monitoring 00:32:00 Configuring Alarms 00:07:00 ESXi and vCenter Logs 00:11:00 Advanced ESXi and vCenter Server Management Storage Views & Topology Maps 00:10:00 Storage vMotion 00:14:00 Configuring vMotion 00:20:00 Distributed Resource Scheduler (DRS) Cluster 00:39:00 Datastore Clusters & Storage DRS (SDRS) 00:18:00 Resource Pools and Monitoring 00:11:00 Host Profiles 00:23:00 Linked Mode Group of vCenter Servers 00:04:00 vSphere Storage Appliance (VSA) 00:06:00 Patching and Upgrading ESXi Patching ESXi Standalone Hosts 00:03:00 Patching with Update Manager 00:16:00 Upgrades and Migrations 00:18:00 Disaster Recovery and Backup Site Recovery Manager (SRM) 00:07:00 High Availability (HA) 00:31:00 VM Fault Tolerance 00:06:00 Microsoft Clustering 00:04:00 Backup Strategies 00:01:00 VMware Data Recovery 00:24:00 Third Party Backups 00:07:00 Mock Exam Mock Exam- VMware Ultimate Bootcamp vSphere 5 00:20:00 Final Exam Final Exam- VMware Ultimate Bootcamp vSphere 5 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

The 'Complete Python Machine Learning & Data Science Fundamentals' course covers the foundational concepts of machine learning, data science, and Python programming. It includes hands-on exercises, data visualization, algorithm evaluation techniques, feature selection, and performance improvement using ensembles and parameter tuning. Learning Outcomes: Understand the fundamental concepts and types of machine learning, data science, and Python programming. Learn to prepare the system and environment for data analysis and machine learning tasks. Master the basics of Python, NumPy, Matplotlib, and Pandas for data manipulation and visualization. Gain insights into dataset summary statistics, data visualization techniques, and data preprocessing. Explore feature selection methods and evaluation metrics for classification and regression algorithms. Compare and select the best machine learning model using pipelines and ensembles. Learn to export, save, load machine learning models, and finalize the chosen models for real-time predictions. Why buy this Complete Python Machine Learning & Data Science Fundamentals? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Complete Python Machine Learning & Data Science Fundamentals 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 course for? This Complete Python Machine Learning & Data Science Fundamentals course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Complete Python Machine Learning & Data Science Fundamentals does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Python Machine Learning & Data Science Fundamentals 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 As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Complete Python Machine Learning & Data Science Fundamentals is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:08:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Understanding the CSV data file 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:07:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Python Machine Learning & Data Science Fundamentals 00:00:00

The Eczema Cure Treatment Certificate course provides a comprehensive understanding of eczema, its causes, and various treatment options. It covers essential concepts, strategies, and practical tips for managing and curing eczema effectively, with a special focus on children. Learning Outcomes: Gain a solid understanding of eczema and its impact on individuals, particularly children. Learn effective strategies and treatment options for managing and curing eczema. Acquire practical tips and ideas for preventing and alleviating eczema symptoms, leading to improved quality of life for individuals with eczema. Why buy this Curing Eczema? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Curing Eczema 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 course for? This Curing Eczema course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Curing Eczema does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Curing Eczema 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 As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Curing Eczema is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Introduction & First Concepts Introduction & Beginning Concepts 00:03:00 What Is Eczema 00:06:00 Beating Eczema-Part 1 Beating The Eczema Itch 00:06:00 Eczema & Your Emotions 00:07:00 Eczema & The Magic Of Your Emotions 00:05:00 Eczema & Skin Hydration 00:06:00 Beating Eczema-Part 2 Great Home Remedies For Eczema 00:07:00 Coping With Eczema 00:07:00 Allergy-Proof Your Home 00:05:00 Eczema & Children Eczema & Children 00:05:00 Final Idea & Tips Final Ideas & Tips 00:06:00 Assignment Assignment - Curing Eczema 00:00:00

Dive deep into the profound world of 'Metaphysics' and unlock the secrets of existence. This comprehensive course unravels the complex tapestry of metaphysical thought, tracing its historical evolution and its intersection with modern beliefs. Delve into core subjects, ponder on existential questions, and explore how metaphysics intertwines with religion, occultism, and the supernatural. As the New Age Movement ushers in contemporary perspectives, understand how it redefines traditional metaphysical concepts. Learning Outcomes Comprehend the foundational principles of metaphysics. Trace the chronological evolution of metaphysical thought. Analyse the intertwining of metaphysics with religious and occult beliefs. Reflect on the paramount existential queries that humanity grapples with. Understand the influence of the New Age Movement on current metaphysical ideologies. Why buy this Metaphysics course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Metaphysics 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 Metaphysics course for? Individuals keen on understanding the philosophical underpinnings of existence. Scholars or students exploring the convergence of metaphysics and religion. Enthusiasts interested in the supernatural and its connection to metaphysical beliefs. Philosophers wanting to enhance their grasp on New Age ideologies. Seekers curious about occultism's role within metaphysical paradigms. Prerequisites This Metaphysics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Metaphysics 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 Metaphysical Consultant: £40,000 - £55,000 Philosophy Lecturer: £35,000 - £50,000 Research Scholar in Metaphysics: £30,000 - £45,000 Metaphysical Writer/Author: £25,000 - £40,000 Occult & Spiritual Counsellor: £32,000 - £48,000 Metaphysical Workshop Facilitator: £28,000 - £43,000 Course Curriculum Module 01: Introduction to Metaphysics Introduction to Metaphysics 00:30:00 Module 02: Core Subjects of Metaphysics Core Subjects of Metaphysics 00:30:00 Module 03: History of Metaphysics History of Metaphysics 00:30:00 Module 04: Fundamental Questions of Existence Fundamental Questions of Existence 00:30:00 Module 05: New Age Movement and Metaphysics New Age Movement and Metaphysics 00:30:00 Module 06: Metaphysics and the Supernatural Metaphysics and the Supernatural 00:30:00 Module 07: Metaphysics, Religion and Occultism Metaphysics, Religion and Occultism 00:30:00 Module 08: Other Metaphysical Concepts Other Metaphysical Concepts 00:30:00

The course 'How to Write an Effective Research Paper' covers fundamental concepts of research, the scientific method, legal research, and the process of writing a research paper. Students will learn how to plan, organize, and execute their research effectively to produce high-quality academic papers. Learning Outcomes: Understand the fundamental concepts of research and the scientific method for conducting academic studies. Learn legal research techniques and how to structure a research paper, including creating an abstract, table of contents, and working hypothesis. Develop effective strategies for planning the research process, reading relevant materials, using index cards, and writing a well-structured research paper. Why buy this How to Write an Effective Research Paper? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the How to Write an Effective Research Paper 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 course for? This How to Write an Effective Research Paper course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This How to Write an Effective Research Paper does not require you to have any prior qualifications or experience. You can just enrol and start learning.This How to Write an Effective Research Paper 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 As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This How to Write an Effective Research Paper is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Fundamental concepts Introduction 00:03:00 What is Research 00:05:00 The Scientific Method 00:05:00 Research and Writing Legal Research 00:23:00 Demo: How does an abstract look like 00:12:00 How long should it take?: Planning the timescale 00:03:00 Table of Contents: A working hypothesis 00:08:00 Getting to work Where to start?: Reading or Writing 00:02:00 Parting tip: Index Cards 00:06:00 Writing the paper 00:06:00 Assignment Assignment - How to Write an Effective Research Paper 00:00:00

The Painting course offers a comprehensive exploration of various painting techniques, styles, and problem-solving strategies. Participants will learn how to identify and address common painting issues related to color, composition, texture, and more. This course aims to enhance artistic skills and foster creativity in painting. Learning Outcomes: Understand how to identify painting problems and analyze visual aspects. Explore techniques to overcome color-related challenges in painting. Learn how to create engaging and dynamic compositions in artworks. Develop strategies to manage complexity and balance in paintings. Discover methods to add depth and dimension to artworks to avoid a flat appearance. Enhance paintings by employing techniques to increase vibrancy and liveliness. Gain insights into ways to overcome dullness and inject visual interest into artworks. Summarize the key concepts learned and their application in improving paintings. Why buy this Painting? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Painting 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 course for? Individuals interested in developing their painting skills and knowledge. Beginners seeking to learn foundational painting techniques and concepts. Artists looking to refine their painting abilities and address common challenges. Art students and enthusiasts wanting to explore various painting styles and approaches. Prerequisites This Painting does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Painting 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 Art Instructor: Teach painting techniques and artistic concepts to students. Art Gallery Curator: Manage and curate painting exhibitions in art galleries. Illustrator: Create paintings for books, magazines, advertisements, and more. Set Designer: Design and paint sets for theater productions, movies, and TV shows. Course Curriculum Painting Introduction: How to Identify Painting Problems 00:02:00 It's Too Yellow 00:21:00 It's Too Boring 00:30:00 It's Too Busy 00:24:00 It's Too Flat 00:16:00 It's Too Dull 00:08:00 Conclusion 00:01:00 Preview Trailer 00:01:00 Coursebook - Create Perfect Paintings 00:00:00 Assignment Assignment - Painting 00:00:00

Enter a transformative realm with the 'Anxiety Management Course', a journey meticulously designed to guide you through the labyrinth of stress and apprehension. Dive deep into the inaugural concepts and emerge with insight into confronting personal obstacles. Then, seamlessly transition to understanding the core of anxiety, grasping the essence of acceptance, and mastering the art of acting against angst. As you approach the culmination of this expedition, equip yourself with potent strategies to obliterate self-set barriers, prevent exhaustion, and truly embrace a life unfettered by worry. Learning Outcomes Acquire a foundational understanding of anxiety's root causes and manifestations. Learn to identify and tackle personal mental barriers hindering progress. Develop strategies for embracing change and fostering acceptance. Equip oneself with tools to combat burnout and mitigate excessive worry. Master techniques to lead a life devoid of panic and unnecessary stress. Why buy this Anxiety Management Course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Anxiety Management Course 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 Anxiety Management Course for? Individuals seeking to understand and manage personal anxieties. Those aiming to support friends or family facing mental challenges. Professionals in the mental health sector keen on broadening their knowledge. Anyone aspiring to achieve better mental well-being and quality of life. People in high-stress roles looking for coping strategies. Prerequisites This Anxiety Management Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Anxiety Management 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. Career path Mental Health Counsellor: £24,000 - £37,000 Wellness Coach: £20,000 - £50,000 Cognitive Behavioural Therapist: £26,000 - £47,000 Stress Management Consultant: £25,000 - £55,000 Life Coach: £20,000 - £100,000+ (Varies based on clientele and expertise) Psychotherapist: £30,000 - £48,000 Course Curriculum Unit 01: Introduction & First Concepts Introduction 00:02:00 How to Overcome Your Stuck Points 00:08:00 How to Face Your Inner Demons 00:08:00 Unit 02: Understanding & Beating Anxiety Overcoming Your Resistance to Change 00:08:00 Acceptance Is Key 00:09:00 Acting against Angst 00:08:00 Unit 03: More Anti-Anxiety Skills & Concepts Self-Imposed Obstacles 00:07:00 Preventing Burnout 00:07:00 Banish Worry & Live Panic Free! 00:06:00 Unit 04: Conclusion Conclusion 00:01:00