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About Course Enroll in our Performance Management Course to become a better HR manager in your workplace. This course covers three essential topics under the management umbrella: The golden thread of objectives, measuring performance, appraisals and managing performance. In this Performance Management Course, First you will learn a systematic method for connecting your organisational vision with day to day task level objectives, a critical aspect in driving motivation and commitment in teams and individuals. We call this the Golden Thread, the connection that runs through every stage from vision to task. Without this connection daily activities can begin to feel misguided, unnecessary, and even debilitating. The second topic will save you a massive headache by teaching you how to measure and monitor effectively. We must measure progress towards targets, but measuring and monitoring in the wrong areas could cause skewed or even false results, not to mention the wasted time and effort involved. Get to grips with multiple potential measures, and understand what key areas you should be measuring in order to recoup clear accurate, and useful data. The final topic in this course is managing performance. Through our lessons you will learn ways of adapting your approach to performance management to meet properly individuals needs. Using our will vs skill matrix you will discover a formula for prescribing an approach based upon your staff members current competence and attitude. In short, this course will equip you with all the effective techniques to manage employee performance and also help your peers recognise their role and contribution to effectively manage performance and conduct at work. What Will You Learn? Connect the organisational vision with task level objectives Write concise, specific and attainable objectives Measure performance effectively Understand key performance indicators Adapt your approach to performance management Effectively support your staffs development Course Content Introduction to Performance Management This module provides a comprehensive introduction to performance management, covering key concepts, objectives, and benefits. We explore various frameworks and models, including goal-setting theory and performance appraisal systems. We emphasize the importance of clear expectations, metrics, and communication in driving performance improvement. Additionally, we discuss talent development and succession planning using performance data. By the end of this module, learners will have a solid understanding of performance management principles and be prepared to develop effective strategies that enhance employee engagement and contribute to organizational success. Note: This module sets the stage for subsequent in-depth modules on performance management. Module 1 Introduction to Performance Management Performance Appraisal In Module 2, we dive into the critical process of performance appraisal, which is an integral part of performance management. This module equips learners with the knowledge and skills necessary to effectively conduct performance appraisals and provide constructive feedback to employees. Module 2 Performance Appraisal Performance Criteria and Standards Module 3 Performance Criteria and Standards Module 3 Performance Criteria and Standards Responsible Entity for Appraisal Responsible Entity for Appraisal Performance Appraisal Methods Performance Appraisal Methods Performance Appraisal Interview Performance Appraisal Interview Compensation Management Compensation Management Job Evaluation and Job Structure Job Evaluation and Job Structure Competitive Compensation Policies Competitive Compensation Policies A course by Xpert Learning Tags Performance Management PM

HACCP training courses are invaluable for ensuring a safe and healthy work environment. Experienced practitioners in this field know first-hand how important it is for all workers to be aware of potential workplace hazards and have the necessary skills to identify and mitigate them. 5 Courses with 5 FREE PDF Certificates Course 01: Health & Safety Course 02: Food Safety and Hygiene Demonstrated Course 03: Catering management Course 04: Food Hygiene Rating Improvement Course 05: Food Allergen Guidance Through this comprehensive training program, employees can learn about monitoring procedures, record-keeping systems, corrective actions, verification techniques and documentation that will equip them with the knowledge they need to protect the safety of everyone in their organization. With the right HACCP training course, businesses can be confident that their staff are well-informed, adequately prepared and equipped to deal with any food production or handling risks. So without further delay, enrol in the course now. Learning Outcome: To deploy the system in any industry, become an expert in HACCP. Effective in lowering food sector complaints about food safety. How food businesses should implement Hazard Analysis and Critical Control Point (HACCP). How can risks and Critical Control Points with critical limits be identified? Documentation needed to set up and use the HACCP system. Along with the HACCP Training courses, you also get: Lifetime Access Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials 100% Learning Satisfaction Guarantee Course Curriculum Module 01: Introduction to HACCP and Legislation Introduction What is HACCP Food Safety Food Safety Hazard Contamination Cross-contamination Food Poisoning Food Borne Disease Food Safety Management Critical Control Point Hazard Analysis & Critical Control Point Case Study England 2019 Module 02: Food Safety Microbiological Hazards Introduction Top 10 Causes of Food Poisoning Food Poisoning in the UK Those most at Risk Preventing the outbreak of Food Poisoning Microbiological Hazard Controlling Temperature & Time Low & high-risk food Cross-contamination Common food poisoning bacteria Food Spoilage Food Poisoning Prevention Prevention of Microbiological Contamination Module 03: Food Safety: Allergenic, Chemical & Physical Hazards Allergenic Contamination Food Intolerance Controlling Allergic Contamination Anaphylactic Shock Allergen Laws Chemical Hazards Controlling Chemical Contamination Physical Hazards Physical Contamination Types of Physical Contamination Controlling Physical Contamination Module 04: HACCP Prerequisites, Preliminary Steps and Creation of HACCP System Prerequisites Examples of prerequisites How to begin your HACCP How to Create HACCP The 5 preliminary steps Module 5: The Seven HACCP Principles Explained Introduction Principle 1- Conduct a Hazard Analysis The Risk Matrix PIGS The Codex Decision Tree Principle 2- Identify Critical Control Points Principle 3- Establish Critical Limits Principle 4- Establish Monitoring Principle 5- Establish Corrective Actions Principle 6- Establish Verification Principle 7- Establish Documentation & Records CPD 60 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is particularly ideal for- Food handlers Food production staff & supervisors. Food, logistics, distribution, trading, service sectors. Food & beverage owners Food safety team members Food science graduates Requirements Learners seeking to enrol for the course should meet the following requirements; Basic knowledge of English Language, which you have already Be age 16 years or above Basic Knowledge of Information & Communication Technologies for studying online or digital platform Stable Internet or Data connection in your learning devices Career path After completing this course, you can explore trendy and in-demand jobs related to HACCP Training, such as- Food Safety Consultant Quality Officer with HACCP Food Safety & Quality Manager Quality & Food Safety Senior Technologist Food Safety Auditor Certificates CPD Accredited PDF Certificate Digital certificate - Included 6 CPD Accredited PDF Certificates for Free CPD Accredited Hard Copy Certificate Hard copy certificate - £9.99 CPD Accredited Hard Copy Certificate for £9.99 each. Delivery Charge: Inside the UK: Free Outside of the UK: £9.99

You will learn Python-based deep learning and machine learning techniques through this course. With numerous real-world case studies, we will go over all the mathematics needed to master deep learning algorithms. We will study Backpropagation, Feed Forward Network, Artificial Neural Networks, CNN, RNN, Transfer Learning, and more.

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 Getting Data Ready for Regression Model Transportation Problem in Excel using Goal Seek 00:12:00 Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Univariate analysis and EDD 00:03:00 Discriptive Data Analytics in Excel 00:10:00 Outlier Treatment 00:04:00 Identifying and Treating Outliers in Excel 00:04:00 Missing Value Imputation 00:03:00 Identifying and Treating missing values in Excel 00:04:00 Variable Transformation in Excel 00:03:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy Variable Creation in Excel 00:07:00 Correlation Analysis 00:09:00 Creating Correlation Matrix in Excel 00:08:00 Creating Regression Model The Problem Statement 00:01:00 Basic Equations and Ordinary Least Squares (OLS) method 00:08:00 Assessing accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy: RSE and R squared 00:07:00 Creating Simple Linear Regression model 00:02:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting results of Categorical variables 00:05:00 Creating Multiple Linear Regression model 00:07:00 What-if analysis Excel: Running Linear Regression using Solver 00:08:00 Assessment Assessment - Linear Regression Analysis In MS Excel 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

In this course, you will learn about the fundamentals of six Sigma methodology, a globally recognised standard for enhancing operational excellence. You will learn how to identify and eliminate process defects, reduce waste and optimise efficiency. This Course At A Glance Accredited by CPD UK Endorsed by Quality Licence Scheme Understand the fundamentals of six sigma and lean six sigma Gain knowledge about the history and methodology of lean six sigma and six sigma Know why focusing on quality is important Understand the DMAIC (define, measure, analyze, improve, and control) process Understand the fundamentals of the project charter Recognise the purpose and importance of the project charter Know how to write problem statements and goal statements Gain knowledge about the process of VOC capture Know how to design and monitor a data collection plan Identify the key YS, process stability and capability Know how to perform gap analysis and root cause analysis Learn how to develop and implement potential solutions Know how to create a SIPOC map, fishbone diagram and control charts Understand the application of the lean six sigma yellow belt through a case study Six Sigma - Yellow Belt Certification Course Overview This Six Sigma Yellow Belt Course is ideal for project managers or process improvement specialists who want to learn more about the Six Sigma Yellow Belt program in order to incorporate it within their organization or enhance their problem-solving skills. You will learn about the fundamentals of six sigma and lean six sigma, as well as their history and methodology. This course will help you comprehend the DMAIC (define, measure, analyze, improve, and control) process and construct a SIPOC (suppliers, inputs, process, outputs, customers) map that will enhance the quality of the outcomes that business procedures generate. Additionally, you will acquire the project charter designing knowledge and skills necessary to launch a successful project. Finally, you will engage in a case study that will educate you about the application of the lean six sigma yellow belt and help you become competent in process management. Upon successful completion of this course, you will acquire the knowledge and skills necessary to comprehend the quality standards for Six Sigma and Lean Six Sigma processes. Upon successful completion of this Six Sigma Yellow Belt Course, you will be equipped with various skills and knowledge regarding six sigma and lean management processes that will enable you to build a productive career in this field. Who should take this course? This Six Sigma Yellow Belt Course is primarily aimed at: Project managers Team leaders Quality managers Process improvement professionals Anyone working in the management sector Anyone interested to learn about Six Sigma and Lean However, this course is not restricted to any single profession or field of work. This course can also benefit anyone who wants to implement Six Sigma and Lean management within their organisation. Entry Requirements There are no academic entry requirements for this Six Sigma Yellow Belt Course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This Six Sigma Yellow Belt Course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Course Curriculum Introduction Introduction What is The Purpose of This Course Fundamentals Of Lean Six Sigma Quality What is Quality Why a Focus on Quality is Important The 7 Tools of Quality Lean What is Lean History of Lean VA vs. NVA Creating Value Process Six Sigma What is Six Sigma History of Six Sigma Good Quality vs. Six Sigma Quality Six Sigma in Action Belts & Roles DMAIC Overview Y = f(x) Pre-Project Activities Tollgate Scenario Define Purpose of Define Project Charter Project Charter: Project Name Project Charter: Problem Statement Project Charter: Business Case Project Charter: Goals Statement Project Charter: Scope Project Charter: Roles Project Charter: Timeline Project Plan Stakeholder Analysis Communication Plan SIPOC Mapping VOC Capture VOC Capture: Who is Our Customer VOC Capture: Interviews VOC Capture: Point of Use Observation VOC Capture: Focus Groups VOC Capture: Surveys VOC Capture: Kano Analysis VOC Capture: CTQ Tree Define Tollgate Measure Purpose of Measure Map Out The Process Data Collection Plan Data Collection Identify The Key Ys MSA Check Process Stability & Capability Measure Tollgate Analyse Purpose of Analyse Root Cause Analysis: An Introduction RCA: Fishbone Diagram RCA: 5 Whys Identify The Key Xs Control Impact Matrix Analyse The Process Gap Analysis Analyse Tollgate Improve Purpose of Improve Develop Potential Solutions Solution Selection: An Introduction SS: Solution Selection Matrix SS: Multivoting Pilot Test Implementation Plan Implement Solution Map New Process Improve Tollgate Control Purpose of Control Control Plan Control Measures Control Charts Documentation Update Benefits Realisation Close Project Case Study Case Study Example of LSS YB Being Deployed Close Out Review of Key Learnings Hints and Tips Exam Thank You Supplementary Resources Supplementary Resources - Six Sigma - Yellow Belt Certification Assessment Assessment - Six Sigma - Yellow Belt Certification Recognised Accreditation CPD Certification Service 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. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Quality Licence Scheme Endorsed 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. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees.     Certificate of Achievement Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. 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. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35.   FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

🌟 Unlock the Power of SurveyMonkey: Enroll Now in 'Survey Solutions: Unveiling Insights with SurveyMonkey' 🌟 Are you ready to elevate your decision-making process and gain unparalleled insights into your audience? Introducing our groundbreaking online course: 'Survey Solutions: Unveiling Insights with SurveyMonkey.' Transform your data collection game and harness the full potential of SurveyMonkey to make informed, strategic decisions.   🔍 What You'll Learn: Master SurveyMonkey Essentials: From setting up surveys to crafting effective questions, you'll navigate SurveyMonkey's interface with confidence. Designing Impactful Surveys: Discover the art of creating surveys that engage respondents and yield meaningful data. Data Analysis and Interpretation: Dive deep into SurveyMonkey's analytical tools to extract valuable insights from your survey results. Optimizing for Action: Learn how to turn survey data into actionable strategies and initiatives for your business or project. Advanced Features and Tips: Uncover hidden features, advanced techniques, and pro tips to take your survey game to the next level.   🚀 Why Choose 'Survey Solutions'? Practical Application: Gain hands-on experience through real-world examples and case studies, ensuring you can immediately apply your newfound skills. Expert Guidance: Led by industry experts, our course provides you with the expertise needed to navigate SurveyMonkey with ease. Community Support: Join a thriving community of like-minded individuals, fostering collaboration and knowledge-sharing. Lifetime Access: Enjoy unlimited access to course materials, updates, and a dedicated community forum.   🎓 Who Is This Course For? Business Professionals Marketers and Researchers Entrepreneurs and Small Business Owners Anyone Seeking Data-Driven Decision Making   💡 Your Journey Starts Here: Enroll Today! Don't miss out on this opportunity to become a SurveyMonkey maestro. Whether you're a seasoned professional or a newcomer to survey design, 'Survey Solutions' equips you with the skills to unlock the full potential of SurveyMonkey. Course Curriculum Basic Overview 00:00 Pricing and Account Opening 00:00 Referral Program 00:00 Survey Templates 00:00 Creating Surveys From Scratch 00:00 Using the Question Bank 00:00 Creating An Introductory Page 00:00 Creating Additional Survey Pages 00:00 Creating Page Breaks 00:00 Question Builder - Multiple Choice to Rating Scale 00:00 Question Builder - Ranking To Image Choice 00:00 Question Builder - Comment Box To Multiple Textboxes 00:00 Using The Question Builder 00:00 Using the Survey Designer 00:00 Using the Survey Options 00:00 Survey Formatting 00:00 Survey Preview 00:00 Response Collection 00:00 Results Analysis 00:00 Conclusion 00:00 Advanced Overview 00:00 File Upload From Respondent 00:00 Stripe Payment 00:00 Dropdown with Matrix 00:00 Split Testing With Text 00:00 Split Testing With Images 00:00 Logic - Page Skip 00:00 Logic Randomization 00:00 Logic - Quotas 00:00 Custom Variables 00:00 Integrations with Survey Monkey 00:00 Integrations with Zapier 00:00 LIve Example - Creating Questions 00:00 Live Example - Building the Survey Structure 00:00 Live Example - Deciding the Survey Appearance 00:00 Live Example - Creating the Survey Logic 00:00 Live Example - Adding Survey Options 00:00 Bonus - Survey Test and Collection 00:00 Collect Survey Responses 00:00 Live Example - Analyzing Survey Results 00:00 Conclusion - Preseting Survey Results 00:00

Description: Creating a brand requires time and trust from the consumers. This is a difficult endeavor given that you have to make the customers trust you first. Well with the help of this Business Brand Management Diploma course this can become much easier. This course will help you understand what is meant by branding, create mission and vision for you brand and develop your own personal style. You will further learn about creating brand name, slogan, visual identity and so much more. So if you want to start off your journey in creating the perfect brand, then you definitely need this course. Learning Outcomes: Provide a definition of what a brand is and branding refers to in general Give a definition of different kinds of brand architecture as well as brand extension Recognise the brand's products, its traits, and their worth Note down a mission, vision, and style statement for a brand Narrate the fundamentals of positioning a brand Interpret the fundamentals of producing a visual identity, involving a brand name, slogan, asc well as logo Assist your employees live the brand through strengthening them to become representatives and generating strong brand touchpoints Practically devise planning an internal and external brand launch Observe and assess your brand, and realize how to react to the outcomes 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? Business Brand Management Diploma 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 Business Brand Management Diploma 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. Modules Course Overview 00:15:00 Defining Branding 00:15:00 What Are You All About? 00:30:00 Creating a Mission 00:15:00 Creating a Vision of the Future 00:15:00 Positioning Your Brand 00:15:00 Developing Your Style 00:15:00 Developing a Brand Name and Slogan 00:15:00 Creating a Visual Identity 00:30:00 Living Your Brand 00:15:00 Connecting with Customers 00:15:00 Launching Your Brand 00:15:00 Taking Your Brand's Pulse 00:15:00 Performing a SWOT Analysis 00:15:00 Measuring Brand Health with a Balanced Scorecard 00:15:00 Middleton's Brand Matrix 00:15:00 Interpreting Evaluation Results 00:15:00 Keeping the Brand Alive 00:15:00 Going Beyond the Brand 00:15:00 Mock Exam Mock Exam- Business Brand Management Diploma 00:20:00 Final Exam Final Exam- Business Brand Management Diploma 00:20:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Overview Statistical Concepts and Application with R Course is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Statistical Concepts and Application with R Course and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 05 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Introduction to the course Introduction 00:03:00 Single Linear Regression Install R, RStudio and Basic Functionality 00:08:00 Basics of Linear Regression 00:03:00 Basics of Linear Regression Ctnd 00:03:00 Linear Regression Analysis 00:09:00 Linear Relationships 00:09:00 Line of Best Fit, SSE and MSE 00:05:00 Linear Regression Analysis Ctnd 00:02:00 Regression Results and Interpretation 00:10:00 Predicting Future Profits 00:13:00 Statistical Validity Tests 00:09:00 Statistical Validity Discussion 00:07:00 Single Linear Regression 00:06:00 Multiple Linear Regression Single Linear Regression 00:06:00 Importing the data 00:04:00 Correlation Matrix and MLR 00:08:00 MLR Results and ANOVA 00:07:00 The Best Model? 00:05:00 Interaction Terms and Validity Testing 00:18:00 ANOVA and Predictions 00:18:00 Non-linear Regression Non-linear Regression (and Recap) 00:07:00 Logistic Regression Overview 00:22:00 Logistic Regression: Odds, Logs and Poisson 00:13:00 Logistic Regression: Fitting the Models in R 00:24:00 Optimization Theory and Differential Calculus Differential Calculus - Finding the Maximum and the Minimum 00:15:00 Differential Calculus: One Unknown Input 00:08:00 Analysis in R: One Unknown Input Differential Calculus 00:29:00 Differential Calculus - Two Unknown Inputs 00:07:00 Analysis in R: Two Unknown Inputs Differential Calculus 00:44:00 Downloadable Resources Resource - Statistical Concepts and Application with R 00:00:00

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