7676 Courses

Duration 3 Days 18 CPD hours This course is intended for This course is designed for any individual who might need to perform project management activities in their job role on either a formal or informal basis, or any individual who wants to build upon their current project management knowledge to be more productively involved on a project team. This course is not specifically designed for students who are seeking project management-related certification. Rather, it is designed to introduce a structure to help students more effectively manage projects as well as participate fully on a project team. Overview In this course, you will apply recognized practices of project management to manage a project from start to finish. You will: - Identify the basic concepts of project management. - Launch a project. - Estimate project work. - Create a project schedule. - Plan project costs. - Plan for project risks. - Plan for project quality and compliance. - Manage human and physical resources for the project. - Manage project procurements. - Plan for change management and monitor the project scope. - Monitor and optimize project schedule and cost. - Monitor the quality of the project work and the risks involved. - Plan communication strategies and manage stakeholder relationships. - Close a project. If you are taking this course, you probably have some exposure to managing projects, or you may be considering embarking on a career as a professional project manager. Your ability as a project manager to demonstrate best practices in project management on the job is becoming the standard to compete in today's fast-paced and highly technical workplace. In this course, you will apply the generally recognized practices of project management to successfully manage projects. Project managers are always under severe pressure to complete projects on time and within budget. However, most projects fail to meet these demands, and, as a result, many projects are terminated early. Successful project management requires knowledge and experience. This course is designed to provide you with the skills needed to be a successful project manager in today's rapidly changing world. The skills and knowledge you gain in this course will help you avoid making costly mistakes and increase your competitive edge in the project management profession. Getting Started with Project Management Define Project Management Basics Identify Influencing Factors Define Project Management Certifications Launching Projects How Organizations Choose the Right Project Identify Project Stakeholders and Their Expectations Authorize a Project Identify the Project Scope Estimating Project Work Develop a WBS Identify the Relationships Between Work Packages Identify Resources Estimate Time Creating a Project Schedule Develop a Project Schedule Create a Schedule Baseline Planning Project Costs Establish Project Costs Establish the Cost Baseline Reconcile Funding and Costs Planning for Risk Create a Risk Management Plan Identify Risks and Their Causes Analyze Risks Develop a Risk Response Plan Planning for Quality and Compliance Deliver the Desired Project Results Verify Compliance Requirements Managing the Project Team Plan Your Project Team Assemble the Team Develop the Team Manage the Team Managing Project Procurements Plan for Project Procurements Obtain Responses from Vendors Select the Right Vendor Manage Vendors and Procurements Managing Change During Project Execution Prepare for Project Execution Manage Project Changes Monitor the Project Scope Monitoring and Controlling Project Schedule and Cost Monitor and Control the Project Schedule Optimize the Project Schedule Monitor and Control Project Cost Monitoring and Controlling Risk and Quality Monitor and Control Risks Put Quality Plans into Action Control Project Quality Communicating and Reporting Communicate During a Project Distribute Project Information Manage Stakeholder Relationships and Expectations Report on Project Performance Closing the Project Deliver the Final Product Close Project Procurements Close the Project

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python-experienced attendees who wish to be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Understand how data analysts and scientists gather and analyze data Perform data analysis and data wrangling using Python Combine, group, and aggregate data from multiple sources Create data visualizations with pandas, matplotlib, and seaborn Apply machine learning (ML) algorithms to identify patterns and make predictions Use Python data science libraries to analyze real-world datasets Use pandas to solve common data representation and analysis problems Build Python scripts, modules, and packages for reusable analysis code Perform efficient data analysis and manipulation tasks using pandas Apply pandas to different real-world domains with the help of step-by-step demonstrations Get accustomed to using pandas as an effective data exploration tool. Data analysis has become a necessary skill in a variety of domains where knowing how to work with data and extract insights can generate significant value. Geared for data team members with incoming Python scripting experience, Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will be able to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding lessons, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. Students will leave the course armed with the skills required to use pandas to ensure the veracity of their data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Introduction to Data Analysis Fundamentals of data analysis Statistical foundations Setting up a virtual environment Working with Pandas DataFrames Pandas data structures Bringing data into a pandas DataFrame Inspecting a DataFrame object Grabbing subsets of the data Adding and removing data Data Wrangling with Pandas What is data wrangling? Collecting temperature data Cleaning up the data Restructuring the data Handling duplicate, missing, or invalid data Aggregating Pandas DataFrames Database-style operations on DataFrames DataFrame operations Aggregations with pandas and numpy Time series Visualizing Data with Pandas and Matplotlib An introduction to matplotlib Plotting with pandas The pandas.plotting subpackage Plotting with Seaborn and Customization Techniques Utilizing seaborn for advanced plotting Formatting Customizing visualizations Financial Analysis - Bitcoin and the Stock Market Building a Python package Data extraction with pandas Exploratory data analysis Technical analysis of financial instruments Modeling performance Rule-Based Anomaly Detection Simulating login attempts Exploratory data analysis Rule-based anomaly detection Getting Started with Machine Learning in Python Learning the lingo Exploratory data analysis Preprocessing data Clustering Regression Classification Making Better Predictions - Optimizing Models Hyperparameter tuning with grid search Feature engineering Ensemble methods Inspecting classification prediction confidence Addressing class imbalance Regularization Machine Learning Anomaly Detection Exploring the data Unsupervised methods Supervised methods Online learning The Road Ahead Data resources Practicing working with data Python practice

Duration 2 Days 12 CPD hours This course is intended for The course is designed for individuals who want to gain in-depth knowledge and practice in the discipline of Business Analysis (Business Analysts, Requirements Engineers, Product manager, Product Owner, Chief Product Owner, Service Manager, Service Owner, Project manager, Consultants) Overview Students should be able to demonstrate knowledge and understanding and application of Business Analysis principles and techniques. Key areas are: The breath of the role of a Business Analyst The processes and techniques of strategy analysis Investigation of an organization's business systems Techniques used within stakeholder analysis and the need for analyzing perspectives Conceptual modelling and business activity models Business improvements through gap analysis The Business case within the business change lifecycle The Business Analyst role analyzes, understands and manages the requirements in a customer-supplier relationship and ensures that the right products are delivered.The course provides in-depth knowledge and practice in Business Analysis Course Introduction Let?s Get to Know Each Other Course Overview Course Learning Objectives Course Structure Course Agenda Introduction to Business Analysis Practice Exam Details Business Analysis Certification Scheme Rationale for Business Analysis The role of the BA throughout the stages of the Business change lifecycle The scope of the BA role within the context of the range of analysis activities Three areas of competencies Understanding the Strategic Context Techniques in practice: MOST Resource audit PESTLE Porter's Five Forces SWOT analysis CSF, KPI and Performance target Balanced Business Score Card Understanding the Current Situation Identification of stakeholder categories Identification of relevant investigation techniques The rationale for taking a holistic view Rich pictures, Mind Maps and Fishbone diagrams Stakeholder Analysis and Management Power/interest and level of interest Appropriate stakeholder management strategy Stakeholder perspectives and CATWOE technique Analysing and Modelling Business Activities Conceptual models of a business situation Five types of high level activity Planning activities Enabling activities Doing activities Monitoring and control activities Three types of business events The consensus business activity model Identifying Potential Solutions Different categories of business rules Gap analysis (through conceptual business activity model and as-is business situation) Components of a new business model Building the Business Case Rationale for the development of a business case Contents of a business case Identification of tangible/intangible costs and benefits, risks and impacts Rationale for the financial case and appraisal techniques Business case review in the business change lifecycle Additional course details: Nexus Humans Business Analysis - Practice training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Business Analysis - Practice course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

There are tons of advantages that you can get from creating your brand. With the guidance of this Personal Branding Diploma course, you will learn various approaches to personal branding and fundamental issues that help to build a solid personal reputation. In this competitive world, it is quite crucial to brand yourself. Our expertly designed course will help you build connection in different fields and areas of speciality. This course also supports to gain the skills and knowledge to cope up with the upswing of modern drifts, with emphasising on your personal integrity, ability, fidelity, discernment, and restore your self-confidence to qualify you for the world of vocation. Who is this course for? Personal Branding Diploma is suitable for anyone who wants to gain extensive knowledge, potential experience and professional skills in the related field. This course is CPD accredited so you don't have to worry about the quality. Requirements Our Personal Branding Diploma is open to all from all academic backgrounds and there are no specific requirements to attend this course. It is compatible and accessible from any device including Windows, Mac, Android, iOS, Tablets etc. CPD Certificate from Course Gate  At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Introduction to the course Meet your guide Russell Amerasekera FREE 00:01:00 What you will learn on the course 00:01:00 How to get the most from this course 00:01:00 What is a personal brand? Introduction to personal branding and why it's so important 00:01:00 What are you famous for? 00:04:00 Summary 00:01:00 Activity: find your one word 00:01:00 How to create a personal brand Introduction - build your personal brand 00:01:00 Explore the dimensions of your life 00:05:00 Creating your brand story 00:05:00 Activity - your happiness curve 00:02:00 Activity - your own personal brand story 00:01:00 A blueprint for optimal performance Introduction - how to be the best version of yourself 00:02:00 A typical day at the office 00:07:00 The 4 phases of you 00:03:00 Summary 00:03:00 Activity - optimise your day to optimise your life 00:01:00 The power of authenticity Introduction - the confidence to be your authentic self 00:01:00 Russell's own story 00:05:00 Personal brand mantras 00:02:00 Summary 00:01:00 Activity - discover your brand mantras 00:01:00 The power of empathy Empathy and why it's critical to your personal brand 00:04:00 Activity - group perception 00:02:00 The importance of storytelling Introduction - how to tell your life story 00:01:00 3 part narratives 00:01:00 Engaging the emotions 00:01:00 Using power words 00:01:00 Summary 00:01:00 Activity - create your 3 minute life story 00:01:00 Dressing for success Introduction - the connection between your brand and what you wear 00:04:00 Develop your own style 00:04:00 Activity - your 3 style words 00:01:00 Summary 00:01:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Overview The Ultimate Microsoft Office 4 Courses Bundle Course will provide you with everything you need to master the skills for confidently using Microsoft Office in the workplace. You will develop the essential knowledge and abilities employers expect in Word, Excel, PowerPoint and Access. This is a unique bundle course that will teach you the essential shortcuts and time-saving tools, including how to modify the programs according to your needs. You will also be tutored in a wide range of topics in an extremely expert manner that will make your life easier, no matter what your work requires. After the completion of this online Microsoft Office training program, you will receive a valid acknowledgement in Microsoft Office, and be able to accomplish office tasks quickly, with greater efficiency. Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Online study materials Mock exams Multiple-choice assessment Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £119. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate of Achievement from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment In order to ensure the Quality Licensing scheme endorsed and CPD acknowledged certificate, learners need to score at least 60% pass marks on the assessment process. After submitting assignments, our expert tutors will evaluate the assignments and give feedback based on the performance. After passing the assessment, one can apply for a certificate. Requirements There is no specific requirements for our Ultimate Microsoft Office 4 Courses Bundle course. It is compatible and accessible from any device including Windows, Mac, Android, iOS, Tablets etc. The course requires a moderate Internet connection so it is possible to start learning with any type of Internet from anywhere at anytime without any limitations.  Course Content Microsoft Excel 2019 Microsoft Excel 2019 New Features Introduction to Microsoft Excel 2019 New Features 00:07:00 CONCAT 00:02:00 IFS 00:01:00 MAXIFS 00:01:00 MINIFS 00:01:00 SWITCH 00:02:00 TEXTJOIN 00:01:00 Map Chart 00:02:00 Funnel Chart 00:01:00 Better Visuals 00:06:00 Pivot Table Enhancements 00:02:00 Power Pivot Updates 00:01:00 Getting Started with Microsoft Excel Navigate the Excel User Interface 00:28:00 Use Excel Commands 00:10:00 Create and Save a Basic Workbook 00:19:00 Enter Cell Data 00:12:00 Use Excel Help 00:05:00 Performing Calculations Create Worksheet Formulas 00:15:00 Insert Functions 00:17:00 Reuse Formulas and Functions 00:17:00 Modifying a Worksheet Insert, Delete, and Adjust Cells, Columns, and Rows 00:10:00 Search for and Replace Data 00:09:00 Use Proofing and Research Tools 00:07:00 Formatting a Worksheet Apply Text Formats 00:17:00 Apply Number Format 00:08:00 Align Cell Contents 00:09:00 Apply Styles and Themes 00:12:00 Apply Basic Conditional Formatting 00:11:00 Create and Use Templates 00:07:00 Printing Workbooks Preview and Print a Workbook 00:10:00 Set Up the Page Layout 00:08:00 Configure Headers and Footers 00:07:00 Managing Workbooks Manage Worksheets 00:05:00 Manage Workbook and Worksheet Views 00:07:00 Manage Workbook Properties 00:05:00 Microsoft Word 2019 Microsoft Word 2019 New Features Introduction to Microsoft Word 2019 New Features 00:14:00 Inking Tools 00:03:00 Inking Tools 1 00:07:00 Learning Tools 00:07:00 Microsoft Translate 00:03:00 LaTeX 00:05:00 Smart Lookup 00:04:00 Side to Side Scrolling 00:02:00 Scalable Vector Graphics 00:03:00 Getting Started with Word Navigate in Microsoft Word 00:12:00 Create and Save Word Documents 00:24:00 Manage Your Workspace 00:06:00 Edit Documents 00:16:00 Preview and Print Documents 00:04:00 Customize the Word Environment 00:08:00 Formatting Text and Paragraphs Apply Character Formatting 00:17:00 Control Paragraph Layout 00:19:00 Align Text Using Tabs 00:07:00 Display Text in Bulleted or Numbered Lists 00:03:00 Apply Borders and Shading 00:04:00 Working More Efficiently Make Repetitive Edits 00:06:00 Apply Repetitive Formatting 00:10:00 Use Styles to Streamline Repetitive Formatting Tasks 00:14:00 Managing Lists Sort a List 00:05:00 Format a List 00:06:00 Adding Tables Insert a Table 00:07:00 Modify a Table 00:06:00 Format a Table 00:03:00 Convert Text to a Table 00:04:00 Inserting Graphic Objects Insert Symbols and Special Characters 00:04:00 Add Images to a Document 00:11:00 Controlling Page Appearance Apply a Page Border and Color 00:03:00 Add Headers and Footers 00:06:00 Control Page Layout 00:05:00 Add a Watermark 00:04:00 Preparing to Publish a Document Check Spelling Grammar and Readability 00:07:00 Use Research Tools 00:06:00 Check Accessibility 00:03:00 Save a Document to Other Formats 00:04:00 Workbooks - Microsoft Word 2016 (Beginner) Workbooks - Microsoft Word 2019 00:00:00 Microsoft PowerPoint 2019 Microsoft PowerPoint 2019 New Features Introduction to Microsoft PowerPoint 2019 New Features 00:06:00 Highlighting 00:02:00 Morph Transition 00:03:00 Zoom 00:03:00 Vector Graphics 00:03:00 SVG Icons to Shapes 00:04:00 3D Modeling 00:04:00 Background Removal 00:03:00 4K 00:03:00 PowerPoint Interface Navigate the PowerPoint Environment 00:28:00 View and Navigate a Presentation 00:15:00 Create and Save a PowerPoint Presentation 00:13:00 Use PowerPoint Help 00:10:00 Presentation Basics Select a Presentation Type 00:08:00 Edit Text 00:13:00 Build a Presentation 00:27:00 Formatting Format Characters 00:11:00 Format Paragraphs 00:16:00 Format Text Boxes 00:09:00 Inserting Options Insert Images 00:10:00 Insert Shapes 00:15:00 Working with Objects Edit Objects 00:16:00 Format Objects 00:06:00 Group Objects 00:04:00 Arrange Objects 00:07:00 Animate Objects 00:07:00 Table Create a Table 00:09:00 Format a Table 00:03:00 Insert a Table from Other Microsoft Office Applications 00:06:00 Charts Create a Chart 00:10:00 Format a Chart 00:10:00 Insert a Chart from Microsoft Excel 00:05:00 Review and Presentatin Review Your Presentation 00:11:00 Apply Transitions 00:05:00 Print Your Presentation 00:05:00 Deliver Your Presentation 00:08:00 Microsoft Access 2019 Microsoft Access 2019 New Features Introduction to Microsoft Access 2019 New Features 00:05:00 Window Resize 00:01:00 Charts 00:02:00 dbf 00:01:00 Large Number 00:01:00 Property Sorting 00:01:00 Introduction to Access Orientation to Microsoft Access 00:39:00 Create a Simple Access Database 00:10:00 Get Help and Configure Options in Microsoft Access 00:06:00 Modify Data Modify Table Data 00:17:00 Sort and Filter Records 00:05:00 Working with Queries Create Basic Queries 00:15:00 Sort and Filter Data in a Query 00:14:00 Perform Calculations in a Query 00:08:00 Access Forms Create Basic Access Forms 00:07:00 Work with Data on Access Forms 00:23:00 Working with Reports Create a Report 00:23:00 Add Controls to a Report 00:12:00 Enhance the Appearance of a Report 00:05:00 Prepare a Report for Print 00:03:00 Organize Report Information 00:15:00 Format Reports 00:12:00 Assignment Assignment - Ultimate Microsoft Office 4 Courses Bundle 3 weeks, 3 days Order Your Certificate Order your Certificate QLS 00:00:00

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Welcome to the course Introduction 00:02:00 Setting up R Studio and R crash course Installing R and R studio 00:05:00 Basics of R and R studio 00:10:00 Packages in R 00:10:00 Inputting data part 1: Inbuilt datasets of R 00:04:00 Inputting data part 2: Manual data entry 00:03:00 Inputting data part 3: Importing from CSV or Text files 00:06:00 Creating Barplots in R 00:13:00 Creating Histograms in R 00:06:00 Basics of Statistics Types of Data 00:04:00 Types of Statistics 00:02:00 Describing the data graphically 00:11:00 Measures of Centers 00:07:00 Measures of Dispersion 00:04:00 Introduction to Machine Learning Introduction to Machine Learning 00:16:00 Building a Machine Learning Model 00:08:00 Data Preprocessing for Regression Analysis Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Importing the dataset into R 00:03:00 Univariate Analysis and EDD 00:03:00 EDD in R 00:12:00 Outlier Treatment 00:04:00 Outlier Treatment in R 00:04:00 Missing Value imputation 00:03:00 Missing Value imputation in R 00:03:00 Seasonality in Data 00:03:00 Bi-variate Analysis and Variable Transformation 00:16:00 Variable transformation in R 00:09:00 Non Usable Variables 00:04:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy variable creation in R 00:05:00 Correlation Matrix and cause-effect relationship 00:10:00 Correlation Matrix in R 00:08:00 Linear Regression Model The problem statement 00:01:00 Basic equations and Ordinary Least Squared (OLS) method 00:08:00 Assessing Accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy - RSE and R squared 00:07:00 Simple Linear Regression in R 00:07:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting result for categorical Variable 00:05:00 Multiple Linear Regression in R 00:07:00 Test-Train split 00:09:00 Bias Variance trade-off 00:06:00 Test-Train Split in R 00:08:00 Regression models other than OLS Linear models other than OLS 00:04:00 Subset Selection techniques 00:11:00 Subset selection in R 00:07:00 Shrinkage methods - Ridge Regression and The Lasso 00:07:00 Ridge regression and Lasso in R 00:12:00 Classification Models: Data Preparation The Data and the Data Dictionary 00:08:00 Importing the dataset into R 00:03:00 EDD in R 00:11:00 Outlier Treatment in R 00:04:00 Missing Value imputation in R 00:03:00 Variable transformation in R 00:06:00 Dummy variable creation in R 00:05:00 The Three classification models Three Classifiers and the problem statement 00:03:00 Why can't we use Linear Regression? 00:04:00 Logistic Regression Logistic Regression 00:08:00 Training a Simple Logistic model in R 00:03:00 Results of Simple Logistic Regression 00:05:00 Logistic with multiple predictors 00:02:00 Training multiple predictor Logistic model in R 00:01:00 Confusion Matrix 00:03:00 Evaluating Model performance 00:07:00 Predicting probabilities, assigning classes and making Confusion Matrix in R 00:06:00 Linear Discriminant Analysis Linear Discriminant Analysis 00:09:00 Linear Discriminant Analysis in R 00:09:00 K-Nearest Neighbors Test-Train Split 00:09:00 Test-Train Split in R 00:08:00 K-Nearest Neighbors classifier 00:08:00 K-Nearest Neighbors in R 00:08:00 Comparing results from 3 models Understanding the results of classification models 00:06:00 Summary of the three models 00:04:00 Simple Decision Trees Basics of Decision Trees 00:10:00 Understanding a Regression Tree 00:10:00 The stopping criteria for controlling tree growth 00:03:00 The Data set for this part 00:03:00 Importing the Data set into R 00:06:00 Splitting Data into Test and Train Set in R 00:05:00 Building a Regression Tree in R 00:14:00 Pruning a tree 00:04:00 Pruning a Tree in R 00:09:00 Simple Classification Tree Classification Trees 00:06:00 The Data set for Classification problem 00:01:00 Building a classification Tree in R 00:09:00 Advantages and Disadvantages of Decision Trees 00:01:00 Ensemble technique 1 - Bagging Bagging 00:06:00 Bagging in R 00:06:00 Ensemble technique 2 - Random Forest Random Forest technique 00:04:00 Random Forest in R 00:04:00 Ensemble technique 3 - GBM, AdaBoost and XGBoost Boosting techniques 00:07:00 Gradient Boosting in R 00:07:00 AdaBoosting in R 00:09:00 XGBoosting in R 00:16:00 Maximum Margin Classifier Content flow 00:01:00 The Concept of a Hyperplane 00:05:00 Maximum Margin Classifier 00:03:00 Limitations of Maximum Margin Classifier 00:02:00 Support Vector Classifier Support Vector classifiers 00:10:00 Limitations of Support Vector Classifiers 00:01:00 Support Vector Machines Kernel Based Support Vector Machines 00:06:00 Creating Support Vector Machine Model in R The Data set for the Classification problem 00:01:00 Importing Data into R 00:08:00 Test-Train Split 00:09:00 Classification SVM model using Linear Kernel 00:16:00 Hyperparameter Tuning for Linear Kernel 00:06:00 Polynomial Kernel with Hyperparameter Tuning 00:10:00 Radial Kernel with Hyperparameter Tuning 00:06:00 The Data set for the Regression problem 00:03:00 SVM based Regression Model in R 00:11:00 Assessment Assessment - Machine Learning Masterclass 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

------------------------NEW YEAR SALE ENDS TODAY------------------------ Get Hard Copy + PDF Certificates + Transcript + Student ID Card as a Gift - Enrol Now Are you ready to be an accountant but don't know where to start? If so, you're in luck. We've got you covered with our 15-in-1 Accountancy:Accounting Training bundle! Accounting is one of the most critical skills for business. It's also one of the most misunderstood. But don't worry; we're here to help you understand what accounting is and how it can help your business succeed. This Accountancy: Accounting Training bundle is designed to teach you everything you need to know about accounting and how it applies to your day-to-day life. By the end of this course, you'll have a solid understanding of the basics, including: -How much money do I make? -How can I increase my salary? -How do I get promoted? -What is a budget? And much more! The Accountancy: Accounting Training bundle is designed to help you learn everything you need in one place: from how to solve problems with spreadsheets through the basics of accounting knowledge and understanding, all the way up through advanced topics like audit procedures and tax law compliance. You and other future accountants will benefit from this course by improving your foundational accounting knowledge. In addition, it will increase your chances of success and keep you one step ahead of the competition. This Accounting: Accountancy Training Bundle Consists of the following Premium courses: Course 01: Accountancy Course 02: Diploma in Quickbooks Bookkeeping Course 03: Level 3 Tax Accounting Course 04: Payroll Management - Diploma Course 05: Level 3 Xero Training Course 06: Theory of Constraints, Throughput Accounting and Lean Accounting Course 07: Internal Audit Training Diploma Course 08: Team Management Course 09: Business Analysis Level 3 Course 10: Diploma in Sage 50 Accounts Course 11: Positive Psychology Masterclass Course 12: Microsoft Excel Training: Depreciation Accounting Course 13: GDPR Data Protection Level 5 Course 14: Microsoft Excel Level 3 Key Features of the Course FREE Accounting: Accountancy Training CPD-accredited certificate Get a free student ID card with Accounting: Accountancy Training training (£10 applicable for international delivery) Lifetime access to the Accounting: Accountancy Training course materials The Accounting: Accountancy Training program comes with 24/7 tutor support Get instant access to this Accounting: Accountancy Training course Learn Accounting: Accountancy Training training from anywhere in the world The Accounting: Accountancy Training training is affordable and simple to understand The Accounting: Accountancy Training training is entirely online Learning Outcomes After completing this course, you will be able to: Understand and apply core accounting principles to manage financial transactions and records effectively. Perform accurate bookkeeping and maintain detailed financial records using industry-standard accounting software. Prepare and analyze financial statements, including balance sheets, income statements, and cash flow statements. Develop and manage budgets, and conduct financial forecasting to support strategic decision-making. Implement best practices in financial reporting and ensure compliance with relevant accounting standards and regulations. Utilize advanced financial analysis techniques to assess business performance and guide financial planning. So why wait? Enrol right now! Description Enhance your financial expertise with the Accounting: Accountancy Training course. This comprehensive program provides a solid foundation in accountancy, covering everything from basic accounting principles to advanced financial analysis. You'll gain essential skills in bookkeeping, budget management, and financial forecasting, and become proficient in using accounting software. Whether you're starting a career or aiming for advancement, this course offers the practical knowledge and confidence needed to excel in the dynamic field of accounting. Enrol today to master the skills required for effective financial management and decision-making. Curriculum ofAccountancy: Accounting Bundle Course 01: Accountancy Introduction The Role of an Accountant Accounting Concepts and Standards Double-Entry Bookkeeping Balance Sheet Income statement How will I get my Certificate? After successfully completing the Accountancy: Accounting course, you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) CPD 145 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Accountancy: Accounting Training bundle is ideal for anyone interested in the Accounting and Finance discipline or who wishes to pursue a successful career in this field of study, such as; Aspiring Accountants and Financial Analysts Aspiring Investment Bankers Aspiring Financial Controllers Business Owners Accounting Students Anyone wishing to understand a company's financials Anyone hoping to be successful in the world of Business & Finance Requirements Our Accountancy: Accounting is fully compatible with PC's, Mac's, laptops, tablets and Smartphone devices. Career path Accountant Financial Advisor Financial Supervisor Financial Clerk Bookkeeper In the United Kingdom, the typical annual income for these professionals ranges from £25,000 to £70,000. Certificates Certificate of completion Digital certificate - Included

Embark on a mathematical journey with our Functional Skills Maths course, designed to transform numbers and equations from daunting puzzles into fascinating challenges. Imagine standing at the crossroads of comprehension and mastery, where every integer and decimal is a stepping stone towards success. Our curriculum elegantly weaves through topics like the enigmatic world of integers, the rhythmic dance of factors and multiples, and the delicate balance of fractions. Explore the wonders of BODMAS, a simplification rule that brings order to chaos. Delve into the depths of decimal numbers and rational numbers, where precision meets practicality. Experience the thrill of approximation, and the precision of estimation and scientific notation, as you navigate through the practical realms of percentages, ratios, proportions, and the unitary method. Finally, grapple with real-world scenarios involving profit, loss, discount, and tax - the very essence of everyday maths. As you progress, each module unfolds like a chapter of a grand narrative, revealing the beauty and logic of mathematics. Whether you're deciphering the secrets of percentages or unraveling the complexities of ratio and proportion, this course promises a transformative experience. By turning abstract concepts into tangible skills, you'll not only gain knowledge but also the confidence to apply it in various contexts. Get ready to embark on a journey that not only educates but also empowers, as we guide you through the magical world of functional maths. Learning Outcomes Develop a robust understanding of key mathematical concepts including integers, fractions, and decimals. Master the BODMAS rule for effective problem-solving in mathematical equations. Gain proficiency in applying mathematical principles to real-life scenarios involving profit, loss, and taxation. Acquire skills in approximation, estimation, and understanding scientific notation for practical applications. Enhance ability to calculate and manipulate percentages, ratios, and proportions for diverse mathematical challenges. Why choose this Functional Skills Maths course? Individuals seeking to solidify their foundational maths skills. Students preparing for advanced studies in mathematics or related fields. Professionals requiring enhanced numerical skills for workplace applications. Anyone interested in improving their problem-solving and analytical abilities. Learners aspiring to apply mathematical concepts in everyday life. Who is this Functional Skills Maths course for? Individuals keen on mastering freestyle swimming. Beginners aiming to understand swimming basics and techniques. Athletes looking to enhance their swimming performance. Fitness enthusiasts seeking a comprehensive water workout. Adventurers aiming for open water swims or triathlon participation. Career path Financial Analyst: £30,000 - £50,000 Data Scientist: £35,000 - £70,000 Accountant: £25,000 - £50,000 Actuary: £32,000 - £60,000 Market Research Analyst: £24,000 - £45,000 Operational Researcher: £27,000 - £40,000 Prerequisites This Functional Skills Maths does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Functional Skills Maths 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 Integers ( Directed Numbers) Lecture 1 Introduction 00:02:00 Lecture 2 Multiplying any digit number by 11, 22, and 33 00:09:00 Lecture 3 Integers and ordering of integers 00:06:00 Lecture 4 Addition and Subtractions of Integers 00:07:00 Lecture 5 Operations on Integers 00:04:00 Lecture 6 Multiplication and Division of Integers 00:04:00 Lecture 7 Powers of Integers (Exponents) 00:04:00 Factors and Multiples Lecture 8 Complete knowledge about factors and multiples 00:06:00 Lecture 9 Divisibility tests for 2,3,4,5,6 00:07:00 Lecture 10 Divisibility rules 7,8,9,10,11 00:06:00 Lecture 11 Prime Factorization 00:06:00 Lecture 12 Highest Common Factor HCF 00:10:00 Lecture 13 Least Common Multiple LCM 00:16:00 Lecture 14 Relation between LCM and HCF 00:04:00 Fractions Lecture 15 Classification of Fractions 00:04:00 Lecture 16 Convert mixed to improper and improper to mixed fractions 00:03:00 Lecture 17 Equivalent Fractions 00:04:00 Lecture 18 Comparing Fractions after converting to like fractions 00:09:00 Lecture 19 Reducing a fraction to lowest term 00:04:00 Lecture 20 Addition and subtraction OF fractions 00:08:00 Lecture 21 Multiplication and division of fractions 00:11:00 Lecture 22 Word problems on fractions 00:16:00 Simplification Rule : BODMAS Lecture 23 BODMAS and rules to remove brackets 00:03:00 Lecture 24 Simplify expressions using BODMAS rules 00:05:00 Lecture 25 Simplify expressions involving fractions using BODMAS 00:07:00 Decimal numbers Lecture 26 Decimal numbers in relation to fractions 00:08:00 Lecture 27 Like and unlike Decimals 00:05:00 Lecture 28 Ordering of Decimal numbers 00:10:00 Lecture 29 Addition and subtraction of Decimal 00:07:00 Lecture 30 Multiplication of Decimal 00:03:00 Lecture 31 Division of Decimal 00:05:00 Rational Numbers Lecture 32 Rational number 00:02:00 Lecture 33 Representation of Rational Numbers on Number line 00:04:00 Lecture 34 Determining which fraction is terminating or non terminating 00:05:00 Lecture 35 shortcut method of writing decimal expansion of fraction to decimal 00:08:00 Approximation Lecture 36 Rounding to whole number 00:06:00 Lecture 37 Rounding to required number of decimals (1 d.p. ) 00:05:00 Lecture 38 rounding to significant digits 00:07:00 Lecture 39 Practice question on three methods of approximation 00:05:00 Estimation and Scientific Notation or Standard form Lecture 40 Estimation 00:05:00 Lecture 41 Scientific Notation 00:07:00 Lecture 42 Operation on numbers when they are in scientific notation 00:06:00 Percentage Lecture 43 Percentage to fraction and fraction to percentage 00:06:00 Lecture 44 Percentage of a quantity and conversation to decimal 00:06:00 Lecture 45 Expressing one quantity as percentage of another quantity 00:06:00 Lecture 46 Finding increase decrease percent 00:05:00 Lecture 47 Uses of percentages-Word Problems 00:09:00 Ratio and Proportion Lecture 48 Ratio- How to express as simple ratio 00:09:00 Lecture 49 How to compare Ratios 00:04:00 Lecture 50 Word problems on finding ratios 00:07:00 Lecture 51To divide a given quantity into a given Ratio 00:11:00 Lecture 52 Proportion 00:04:00 Lecture 53 Practice problems on Proportion 00:06:00 Lecture 54 Continued proportion 00:06:00 Unitary Method and its Applications Lecture 55 Direct Variation ( or proportion) 00:04:00 Lecture 56 Problems based on Direct proportion 00:10:00 Lecture 57 Inverse Variation ( or proportion) 00:10:00 Lecture 58 Multiple Ratios 00:10:00 Profit , Loss, discount and Tax Lecture 59 Basics - Profit and Loss 00:04:00 Lecture 60 More practice problems on Profit & Loss 00:06:00 Lecture 61 Selling price formula and Problems 00:04:00 Lecture 62 Cost price formula and Problems 00:03:00 Lecture 63 Higher problems on Profit and Loss 00:08:00 Lecture 64 Basics - Discount.mp4 00:05:00 Lecture 65 Practice problems on Discount 00:04:00 Lecture 66 Tax 00:06:00 Mock Exam Mock Exam - Functional Skills Maths 00:20:00 Final Exam Final Exam - Functional Skills Maths 00:20:00

School Administrator: School Administrator Training Online Unlock the Power of School Administrator: School Administrator TrainingCourse: Enrol Now! School administrators are in charge of administrative tasks in schools, colleges, and other educational institutions. Start with us. All of the topics are designed by our experts that help our learners understand each lesson quickly. Our professionals have designed this School Administrator: School Administrator Trainingcourse into eighteen modules. After completing this School Administrator: School Administrator Trainingcourse you will gain a depth knowledge of administration. You can learn about managing budgets, policies, and events. Also coordinated all administrative processes and developing a plan, managing team Performance Main Course: School Administrator Training Course Free courses included with School Administrator: School Administrator Training Course: Along with School Administrator Training Course you will get free Primary Teaching Diploma Along with School Administrator Training Course you will get free EYFS Teaching Diploma Special Offers of this School Administrator: School Administrator Training Course: This School Administrator: School Administrator Training Course includes a FREE PDF Certificate. Lifetime access to this School Administrator: School Administrator Training Course Instant access to this School Administrator: School Administrator Training Course 24/7 Support Available to this School Administrator: School Administrator Training Course School Administrator: School Administrator Training Online Our School Administrator Training describes all of the concepts in detail so that our students may grasp each lesson quickly. This School Administrator: School Administrator Training covers the policies, obligations, and budget management of school administrators. Throughout this School Administrator: School Administrator Training, you will also learn how to effectively handle logistical support and serve resources. This School Administrator: School Administrator Training also teaches you how to coordinate all administrative procedures, create a strategy, and oversee team performance. Who is this course for? School Administrator: School Administrator Training Online This School Administrator: School Administrator Training course is designed for anyone interested in learning more about this issue. Requirements School Administrator: School Administrator Training Online To enrol in this School Administrator Training Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our School Administrator Training Course. Be energetic and self-motivated to complete our School Administrator Training Course. Basic computer Skill is required to complete our School Administrator Training Course. If you want to enrol in our School Administrator Training Course, you must be at least 15 years old. Career path School Administrator: School Administrator Training Online You may be able to pursue a range of exciting employment prospects after finishing this School Administrator: School Administrator Training course, such as coordinator, school director, student Counsellor, and many more.

Overview of Organisational Behaviour, HR and Leadership Join our Organisational Behaviour, HR and Leadership course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Organisational Behaviour, HR and Leadership course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Organisational Behaviour, HR and Leadership course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Organisational Behaviour, HR and Leadership Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Organisational Behaviour, HR and Leadership. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online — Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion – Digital / PDF Certificate After completing the Organisational Behaviour, HR and Leadership course, you can order your CPD Accredited Digital/ PDF Certificate for £5.99. Certificate of Completion – Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Organisational Behaviour, HR and Leadership is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand. On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don’t have the time to devote to traditional education. Requirements You don’t need any educational qualification or experience to enrol in the Organisational Behaviour, HR and Leadership course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Organisational Behaviour, HR and Leadership Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors.