8330 Compliance courses

Understand the needs and benefits arising from a structured project risk management approach, the process and supporting methods for identifying analysing and responding to risks. Course overview Duration: 2 day (13 hours) Our Project Risk Management course addresses risk management throughout the project lifecycle. This course is designed for project staff, including project leaders, sponsors, project team members, support staff and functional staff involved in project activity. The workshop is especially suited to teams working on bids, feasibility and project start up. The workshop covers the need and benefits arising from a structured project risk management approach, the process and supporting methods for identifying analysing and responding to risks, human behavioural factors affecting risk management performance, and organisational interfaces and governance requirements. Objectives  By the end of the course you will be able to: Describe success factors and benefits arising from effective risk management Explain human behaviour factors affecting risk management Establish the project context and conduct an initial risk assessment Define an appropriate strategy and produce a risk management plan Define risk identification strategies and apply appropriate identification methods Identify and record important risk information including ownership Establish risk probability and impact levels; produce probability impact charts and severity time charts Establish exposure levels and contingency requirements Explain the principles of quantitative analysis Define and evaluate response options Implement effective risk management process control Content Principles of risk management Terminology Purpose Success factors Benefits and overall process Human factors that impact on risk management Initiate Analyse and determine context factors relevant to risk management Develop a robust risk management strategy for the life of the project How to conduct an initial risk assessment and define an outline strategy Identification Development of a risk identification strategy Appropriate methods and their strengths and weaknesse Determine an appropriate strategy and identify risks in a given case study Animating text Slide titles Bullet points Applying animation to Slide Master Assessment Methods commonly used for assessing and prioritising risks Evaluating exposure and contingency requirement Demonstration of quantitative methods and exercises to assess risks and contingency levels Planning and implementing responses Appropriate methods for responding to risks Defining implementation and control plans Assigning ownership Defining appropriate plans Conducting net benefits analysis and examining effectiveness Manage process Organisational interfaces and specific requirements to ensure appropriate controls Improvements and compliance with governance requirements

48-Hour Knowledge Knockdown! Prices Reduced Like Never Before! This Certificate in COSHH Training at QLS Level 3 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 120 CPD points) to make your skill development & career progression more accessible than ever! Are you looking to improve your current abilities or make a career move? If yes, our unique COSHH at QLS Level 3 course might help you get there! It is an expertly designed course which ensures you learn everything about the topic thoroughly. Expand your expertise with high-quality training from the COSHH at QLS Level 3 course. Due to COSHH at QLS Level 3's massive demand in the competitive market, you can use our comprehensive course as a weapon to strengthen your knowledge and boost your career development. Learn COSHH at QLS Level 3 from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career. The COSHH at QLS Level 3 course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the COSHH at QLS Level 3 course, an instant e-certificate will be exhibited in your profile that you can order as proof of your skills and knowledge. Add these amazing new skills to your resume and boost your employability by simply enrolling in this COSHH at QLS Level 3 course. This COSHH at QLS Level 3 training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Why Prefer This COSHH at QLS Level 3 Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme & another accredited by CPDQS which is completely free. Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. Take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the COSHH at QLS Level 3 course: Module 1: COSHH Explained Module 2: COSHH Regulations Module 3: Health Problems Related to Hazardous Substances Module 4: Identifying Hazardous Substances Module 5: COSHH Risk Assessments Module 6: Control Measures and Monitoring Module 7: Implementing Control Measures Assessment Process You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the Certificate in COSHH Training at QLS Level 3 exams. CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This COSHH at QLS Level 3 course is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want! Requirements COSHH at QLS Level 3 No prior background or expertise is required. Career path The COSHH at QLS Level 3 course will boost your CV and aims to help you get the job or even the long-awaited promotion of your dreams. Certificates Certificate in COSHH Training at QLS Level 3 Hard copy certificate - Included Show off Your New Skills with a Certificate of Completion After successfully completing the Certificate in COSHH Training at QLS Level 3, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme andalso you can order CPDQSAccredited Certificate that is recognised all over the UK and also internationally. The certificates will be home-delivered, completely free of cost. CPDQS Accredited Certificate Digital certificate - Included

In the fast-paced arena of sports, injuries are an inevitable part of the game. As we dive into this Sports First Aid course, we'll explore the critical techniques and strategies that can make the difference between a quick recovery and a prolonged setback for athletes. With the help of our Level 5 Diploma course, explore the exciting field of sports first aid. Delve into a comprehensive journey through eight meticulously crafted modules, each designed to empower you with the knowledge and skills necessary for adept response in sports-related emergencies. Emphasizing the critical role of Sports First Aid, this course positions you at the forefront of safety, equipping you to address injuries with confidence and precision. The course delves into the nuances of Initial Assessment, Life-Saving Priorities, Common and Major Injuries, Environmental Injuries, and Medical Emergencies. Level 5 Diploma in Sports First Aid Course Learning Outcomes: Learn the fundamentals of initial assessment for situations involving sports. Set priorities and carry out life-saving procedures precisely. Recognise and understand the differences between minor and major injuries. Focus on treating environmental injuries using a theoretical framework. Gain comprehensive understanding of medical emergencies in relation to sporting situations. Gain a thorough awareness of the important factors in sports first aid. Level 5 Diploma in Sports First Aid Module 01: Introduction to Sports First Aid Module 02: Initial Assessment Module 03: Life-Saving Priorities Module 04: Common Injuries Module 05: Major Injuries Module 06: Environmental Injuries Module 07: Medical Emergency Module 08: Things to Keep in Mind Certificate of Achievement 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 Free 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. Who is this course for? Level 5 Diploma in Sports First Aid Sports First Aid Specialist Athletic Safety Coordinator Sports Emergency Response Analyst Injury Prevention Consultant Sports Health and Wellness Advisor Requirements Level 5 Diploma in Sports First Aid To enrol in this Level 5 Diploma in Sports First Aid course, all you need is a basic understanding of the English Language and an internet connection. Career path Sports Physiotherapist: £25,000 to £50,000 per year Sports Rehabilitation Therapist: £20,000 to £40,000 per year Fitness Instructor with a focus on injury prevention: £18,000 to £30,000 per year Sports Massage Therapist: £20,000 to £35,000 per year Athletic Trainer: £22,000 to £40,000 per year Health and Safety Officer in a sports facility: £25,000 to £45,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included QLS Endorsed Hard Copy Certificate Hard copy certificate - Included CPD Accredited Hard Copy Certificate Hard copy certificate - £9.99 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Duration 4.875 Days 29.25 CPD hours This course is intended for VMware vSphere: Install, Configure, Manage features intensive hands-on training that focuses on installing, configuring, and managing VMware vSphere. This course prepares you to administer a vSphere infrastructure for an organization of any size and forms the foundation for most otherVMware technologies in the software-defined data center. Overview Describe the software-defined data center (SDDC) Explain the vSphere components and their function in the infrastructure Describe the benefits and capabilities of VMware Skyline Install and configure ESXi hosts Deploy and configure VMware vCenter Server Appliance™ Use VMware vSphere Client™ to manage the vCenter Server inventory and the vCenter Server configuration Manage, monitor, back up, and protect vCenter Server Appliance Create virtual networks with vSphere standard switches Describe the storage technologies supported by vSphere Configure virtual storage using iSCSI and NFS storage Create and manage VMware vSphere VMFS datastores Use the vSphere Client to create virtual machines, templates, clones, and snapshots Create a content library and deploy virtual machines from templates in the library Manage virtual machine resource use Migrate virtual machines with VMware vSphere vMotion and VMware vSphere Storage vMotion Create and manage a vSphere cluster that is enabled with VMware vSphere High Availability and VMware vSphere Distributed Resource Scheduler ™ Discuss solutions for managing the vSphere life cycle Use VMware vSphere Lifecycle Manager™ to perform upgrades to ESXi hosts and virtual machines This is an official VMware IT Academy course with official courseware and labs. Course introduction Introductions and course logistics Course objectives Introduction to vSphere and the Software-Defined Data Center Explain basic virtualization concepts Describe how vSphere fits into the software-defined data center and the cloud infrastructure Explain how vSphere interacts with CPUs, memory, networks, and storage Recognize the user interfaces for accessing the vCenter Server system and ESXi hosts Describe the ESXi host architecture Navigate the Direct Console User Interface (DCUI) to configure an ESXi host Recognize ESXi host user account best practices Install an ESXi host Use VMware Host Client? to configure ESXi host settings Describe how to proactively manage your vSphere environment using VMware Skyline Virtual Machines Create and provision a virtual machine Explain the importance of VMware Tools? Install VMware Tools Identify the files that make up a VM Recognize the components of a VM Recognize virtual devices supported by a VM Describe the benefits and use cases for containers Identify the parts of a container system vCenter Server Describe the vCenter Server architecture Discuss how ESXi hosts communicate with vCenter Server Deploy and configure vCenter Server Appliance Use vSphere Client to manage the vCenter Server inventory Add data center, organizational objects, and hosts to vCenter Server Use roles and permissions to enable users to access objects in the vCenter Server inventory Back up vCenter Server Appliance Monitor vCenter Server tasks, events, and appliance health Use VMware vCenter Server© High Availability to protect a vCenter Server Appliance Configuring and Managing Virtual Networks Create and manage standard switches Describe the virtual switch connection types Configure virtual switch security, traffic-shaping, and load-balancing policies Compare vSphere distributed switches and standard switches Configuring and Managing Virtual Storage Identify storage protocols and storage device types Discuss ESXi hosts using iSCSI, NFS, and Fibre Channel storage Create and manage VMFS and NFS datastores Explain how multipathing works with iSCSI, NFS, and Fibre Channel storage Recognize the components of a VMware vSAN? configuration Virtual Machine Management Use templates and cloning to deploy new virtual machines Modify and manage virtual machines Create a content library and deploy virtual machines from templates in the library Use customization specification files to customize a new virtual machine Perform vSphere vMotion and vSphere Storage vMotion migrations Describe the Enhanced vMotion Compatibility feature Create and manage virtual machine snapshots Examine the features and functions of VMware vSphere© Replication? Describe the benefits of VMware vSphere© Storage APIs ? Data Protection Resource Management and Monitoring Discuss CPU and memory concepts in a virtualized environment Describe what overcommitment of a resource means Describe methods for optimizing CPU and memory usage Use various tools to monitor resource use Create and use alarms to report certain conditions or events vSphere Clusters Describe the functions of a vSphere DRS cluster Create a vSphere DRS cluster Monitor a vSphere cluster configuration Describe options for making a vSphere environment highly available Explain the vSphere HA architecture Configure and manage a vSphere HA cluster Examine the features and functions of VMware vSphere© Fault Tolerance Describe the function of the vSphere© Cluster Service vSphere Lifecycle Management Recognize the importance of vCenter Server Update Planner Describe how VMware vSphere© Lifecycle Manager? works Describe how to update ESXi hosts using baselines Validate ESXi host compliance using a cluster image Describe how to upgrade VMware Tools and VM hardware Describe VMware vSphere© Lifecycle Manager? and VMware vSAN? integration

Duration 2 Days 12 CPD hours This course is intended for This class is primarily intended for the following participants: Technical employees using GCP, including customer companies, partners and system integrators deployment engineers, cloud architects, cloud administrators, system engineers , and SysOps/DevOps engineers. Individuals using GCP to create, integrate, or modernize solutions using secure, scalable microservices architectures in hybrid environments. Overview Connect and manage Anthos GKE clusters from GCP Console whether clusters are part of Anthos on Google Cloud or Anthos deployed on VMware. Understand how service mesh proxies are installed, configured and managed. Configure centralized logging, monitoring, tracing, and service visualizations wherever the Anthos GKE clusters are hosted. Understand and configure fine-grained traffic management. Use service mesh security features for service-service authentication, user authentication, and policy-based service authorization. Install a multi-service application spanning multiple clusters in a hybrid environment. Understand how services communicate across clusters. Migrate services between clusters. Install Anthos Config Management, use it to enforce policies, and explain how it can be used across multiple clusters. This two-day instructor-led course prepares students to modernize, manage, and observe their applications using Kubernetes whether the application is deployed on-premises or on Google Cloud Platform (GCP). Through presentations, and hands-on labs, participants explore and deploy using Kubernetes Engine (GKE), GKE Connect, Istio service mesh and Anthos Config Management capabilities that enable operators to work with modern applications even when split among multiple clusters hosted by multiple providers, or on-premises. Anthos Overview Describe challenges of hybrid cloud Discuss modern solutions Describe the Anthos Technology Stack Managing Hybrid Clusters using Kubernetes Engine Understand Anthos GKE hybrid environments, with Admin and User clusters Register and authenticate remote Anthos GKE clusters in GKE Hub View and manage registered clusters, in cloud and on-premises, using GKE Hub View workloads in all clusters from GKE Hub Lab: Managing Hybrid Clusters using Kubernetes Engine Introduction to Service Mesh Understand service mesh, and problems it solves Understand Istio architecture and components Explain Istio on GKE add on and it's lifecycle, vs OSS Istio Understand request network traffic flow in a service mesh Create a GKE cluster, with a service mesh Configure a multi-service application with service mesh Enable external access using an ingress gateway Explain the multi-service example applications: Hipster Shop, and Bookinfo Lab: Installing Open Source Istio on Kubernetes Engine Lab: Installing the Istio on GKE Add-On with Kubernetes Engine Observing Services using Service Mesh Adapters Understand service mesh flexible adapter model Understand service mesh telemetry processing Explain Stackdriver configurations for logging and monitoring Compare telemetry defaults for cloud and on-premises environments Configure and view custom metrics using service mesh View cluster and service metrics with pre-configured dashboards Trace microservice calls with timing data using service mesh adapters Visualize and discover service attributes with service mesh Lab: Telemetry and Observability with Istio Managing Traffic Routing with Service Mesh Understand the service mesh abstract model for traffic management Understand service mesh service discovery and load balancing Review and compare traffic management use cases and configurations Understand ingress configuration using service mesh Visualize traffic routing with live generated requests Configure a service mesh gateway to allow access to services from outside the mesh Apply virtual services and destination rules for version-specific routing Route traffic based on application-layer configuration Shift traffic from one service version to another, with fine-grained control, like a canary deployment Lab: Managing Traffic Routing with Istio and Envoy Managing Policies and Security with Service Mesh Understand authentication and authorization in service mesh Explain mTLS flow for service to service communication Adopt mutual TLS authentication across the service mesh incrementally Enable end-user authentication for the frontend service Use service mesh access control policies to secure access to the frontend service Lab: Managing Policies and Security with Service Mesh Managing Policies using Anthos Config Management Understand the challenge of managing resources across multiple clusters Understand how a Git repository is as a configuration source of truth Explain the Anthos Config Management components, and object lifecycle Install and configure Anthos Config Management, operators, tools, and related Git repository Verify cluster configuration compliance and drift management Update workload configuration using repo changes Lab: Managing Policies in Kubernetes Engine using Anthos Config Configuring Anthos GKE for Multi-Cluster Operation Understand how multiple clusters work together using DNS, root CA, and service discovery Explain service mesh control-plane architectures for multi-cluster Configure a multi-service application using service mesh across multiple clusters with multiple control-planes Configure a multi-service application using service mesh across multiple clusters with a shared control-plane Configure service naming/discovery between clusters Review ServiceEntries for cross-cluster service discovery Migrate workload from a remote cluster to an Anthos GKE cluster Lab: Configuring GKE for Multi-Cluster Operation with Istio Lab: Configuring GKE for Shared Control Plane Multi-Cluster Operation

Overview   Master Food Safety and Hygiene with our Level 3 Supervising Food Safety in Catering Training for Catering Professionals. Achieve a 5-Star Rating and Excel in the Hospitality Industry!   Embark on a journey to become a culinary hero by mastering food safety and hygiene practices with our comprehensive Level 3 Supervising Food Safety in Catering Course. Designed for catering professionals in the hospitality sector, this CPD accredited training will empower you to achieve a five-star food hygiene rating and elevate your career.   Why Choose Our Level 3 Supervising Food Safety in Catering Course?   Our Level 3 Supervising Food Safety in Catering training course is tailored for senior-level professionals in the catering and hospitality industry. By enrolling in this course, you will gain: In-depth knowledge of food safety management systems, including supervising food safety, training staff effectively, and implementing best practices to minimize food hazards. A solid understanding of the importance of exceptional personal hygiene standards and UK HACCP Food Safety Standards. A competitive edge in the catering and hospitality industry, with a recognized qualification and the expertise to maintain high food safety standards in the workplace.   Key Features CPD IQ Certified Free PDF Certificate Lifetime Access Description   Level 3 Supervising Food Safety in Catering   Course Curriculum   Module 1: Introduction to Food Hygiene Explore the foundations of food hygiene and safety, understanding its significance in the catering and hospitality sector.   Module 2: Origin and Nature of Food Risk Uncover the sources of food risks and learn how to identify and mitigate potential hazards in a professional setting.   Module 3: Technologies and Food Safety Delve into the role of technology in maintaining food safety, and discover how to harness modern innovations to ensure high standards.   Module 4: Preservation of Fruits and Vegetables Master the techniques for preserving fruits and vegetables, ensuring optimal quality and safety in your culinary creations.   Module 5: Establishing Food Safety Management System (FSMS) in a Company Learn how to create and implement an effective FSMS, ensuring your workplace remains compliant with the Food Safety Act 1990.   Module 6: Hazard Analysis and Critical Control Point System (HACCP) Develop your understanding of HACCP principles and their application in catering and hospitality environments.   Module 7: Management of Chemical Contaminants Gain knowledge about managing chemical contaminants in food products, ensuring the safety and wellbeing of your customers.   Module 8: Sustainability and Food Production Explore the principles of sustainable food production and learn how to incorporate these practices into your catering business.   Module 9: Food Safety - An Introduction Dive deeper into the essential concepts of food safety, ensuring a comprehensive understanding of its importance in the industry.   Module 10: Food Safety Challenges in the Global Supply Chain Learn how to navigate food safety challenges in the complex global supply chain, maintaining high standards at every stage.   Module 11: Recognising Food Safety Hazards Develop the skills to recognize potential food safety hazards, ensuring swift action can be taken to prevent issues.   Module 12: Designing Safety into a Food Product Discover how to design food products with safety in mind, minimizing risks and ensuring customer satisfaction.   Module 13: Designing a Safe Food Process Learn how to create safe food processes, ensuring the highest standards of food safety and hygiene in your operations.   Module 14: Maintaining and Improving a Food Safety Programme Master the techniques for maintaining and improving food safety programs, ensuring continuous compliance and improvement.   Module 15: Food Safety in Foodservice Operations Explore best practices for ensuring food safety in foodservice operations, maintaining a healthy and safe environment for staff and customers.   Module 16: Personal Hygiene Understand the importance of personal hygiene in food safety, and learn how to maintain impeccable standards in the workplace.   Accreditation of Level 3 Supervising Food Safety in Catering This Level 3 Supervising Food Safety in Catering Course is CPD IQ Accredited, ensuring a high-quality course content that is recognised and approved in the UK.   Certification Upon completion of Level 3 Supervising Food Safety in Catering course, you will receive a free PDF certificate to showcase your achievement. Who is this course for?   Our Level 3 Supervising Food Safety in Catering Course is perfect for anyone operating in the food, catering, and hospitality industries, including: Chefs Food Critics Restaurant and café owners Food safety officers Catering managers Kitchen managers Food handlers   Course Progression:   This is not a regulated course, to get qualified, you can choose Food Safety Level 4 Level 1 Award in Food Safety in Catering (RQF) Level 2 Award in Food Safety for Catering (RQF) Level 3 Award in Food Safety for Catering (RQF) Level 3 Award in HACCP for Catering (RQF) Level 2 Award in Food Safety for Retail (RQF) Level 2 Award in Food Allergen Awareness and Control in Catering (RQF) Career path   Potential career paths include roles such as souse chef, food safety officer, catering manager, and food and beverage manager, with average salaries ranging from £20,000 to £25,000 per annum.   Invest in your future and enroll in our Level 3 Supervising Food Safety in Catering Course today to unlock your full potential in the catering and hospitality industry. Course Curriculum Module 01: Introduction to Food Hygiene Introduction to Food Hygiene 00:00 Module 02: Origin and Nature of Food Risk Origin and Nature of Food Risk 00:00 Module 03: Technologies and Food Safety Technologies and Food Safety 00:00 Module 04: Preservation of Fruits and Vegetables Preservation of Fruits and Vegetables 00:00 Module 05: Establishing Food Safety Management _System(FSMS) in a company Establishing Food Safety Management _System (FSMS) in a company 00:00 Module 06: Hazard Analysis and Critical Control_Point System (HACCP) Hazard Analysis and Critical Control_Point System (HACCP) 00:00 Module 07: Management of Chemical _Contaminants for food safety Management of Chemical Contaminants for food safety 00:00 Module 08: Sustainability and food safety Sustainability and food safety 00:00 Module 09: Food Safety -An Introduction Food Safety -An Introduction 00:00 Module 10: Food Safety Challenges in the Global Supply Chain Food Safety Challenges in the Global Supply Chain 00:00 Module 11: Recognising Food Safety Hazards Recognising Food Safety Hazards 00:00 Module 12: Designing Safety into a Food Product Designing Safety into a Food Product 00:00 Module 13: Designing a Safe Food Process Designing a Safe Food Process 00:00 Module 14: Maintaining and Improving a Food Safety Programme Maintaining and Improving a Food Safety Programme 00:00 Module 15: Food Safety in Foodservice Operations Food Safety in Foodservice Operations 00:00 Module 16: Personal Hygiene Personal Hygiene 00:00

Do you want to master the essential mathematical skills for data science and machine learning? Do you want to learn how to apply statistics and probability to real-world problems and scenarios? If yes, then this course is for you! In this course, you will learn the advanced concepts and techniques of statistics and probability that are widely used in data science and machine learning. You will learn how to describe and analyse data using descriptive statistics, distributions, and probability theory. You will also learn how to perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data. You will gain hands-on experience with practical exercises and projects using Python and R. Learning Outcomes By the end of this course, you will be able to: Apply descriptive statistics, distributions, and probability theory to summarise and visualise data Perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data Use Python and R to implement statistical and machine learning methods Interpret and communicate the results of your analysis using appropriate metrics and visualisations Solve real-world problems and scenarios using statistics and probability Why choose this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course for? This course is for anyone who wants to learn the advanced concepts and techniques of statistics and probability for data science and machine learning. This course is suitable for: Data scientists, machine learning engineers, and analysts who want to enhance their skills and knowledge Students and researchers who want to learn the mathematical foundations of data science and machine learning Professionals and managers who want to understand and apply data-driven decision making Hobbyists and enthusiasts who want to explore and learn from data Anyone who loves statistics and probability and wants to challenge themselves Career path Data Scientist (£35,000 - £55,000) Machine Learning Engineer (£40,000 - £60,000) Statistician (£35,000 - £55,000) Data Analyst (£40,000 - £60,000) Business Intelligence Analyst (£45,000 - £65,000) Senior Data Analyst (£50,000 - £70,000) Prerequisites This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 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 £135 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 Section 01: Let's get started Welcome! 00:02:00 What will you learn in this course? 00:06:00 How can you get the most out of it? 00:06:00 Section 02: Descriptive statistics Intro 00:03:00 Mean 00:06:00 Median 00:05:00 Mode 00:04:00 Mean or Median? 00:08:00 Skewness 00:08:00 Practice: Skewness 00:01:00 Solution: Skewness 00:03:00 Range & IQR 00:10:00 Sample vs. Population 00:05:00 Variance & Standard deviation 00:11:00 Impact of Scaling & Shifting 00:19:00 Statistical moments 00:06:00 Section 03: Distributions What is a distribution? 00:10:00 Normal distribution 00:09:00 Z-Scores 00:13:00 Practice: Normal distribution 00:04:00 Solution: Normal distribution 00:07:00 Section 04: Probability theory Intro 00:01:00 Probability Basics 00:10:00 Calculating simple Probabilities 00:05:00 Practice: Simple Probabilities 00:01:00 Quick solution: Simple Probabilities 00:01:00 Detailed solution: Simple Probabilities 00:06:00 Rule of addition 00:13:00 Practice: Rule of addition 00:02:00 Quick solution: Rule of addition 00:01:00 Detailed solution: Rule of addition 00:07:00 Rule of multiplication 00:11:00 Practice: Rule of multiplication 00:01:00 Solution: Rule of multiplication 00:03:00 Bayes Theorem 00:10:00 Bayes Theorem - Practical example 00:07:00 Expected value 00:11:00 Practice: Expected value 00:01:00 Solution: Expected value 00:03:00 Law of Large Numbers 00:08:00 Central Limit Theorem - Theory 00:10:00 Central Limit Theorem - Intuition 00:08:00 Central Limit Theorem - Challenge 00:11:00 Central Limit Theorem - Exercise 00:02:00 Central Limit Theorem - Solution 00:14:00 Binomial distribution 00:16:00 Poisson distribution 00:17:00 Real life problems 00:15:00 Section 05: Hypothesis testing Intro 00:01:00 What is a hypothesis? 00:19:00 Significance level and p-value 00:06:00 Type I and Type II errors 00:05:00 Confidence intervals and margin of error 00:15:00 Excursion: Calculating sample size & power 00:11:00 Performing the hypothesis test 00:20:00 Practice: Hypothesis test 00:01:00 Solution: Hypothesis test 00:06:00 T-test and t-distribution 00:13:00 Proportion testing 00:10:00 Important p-z pairs 00:08:00 Section 06: Regressions Intro 00:02:00 Linear Regression 00:11:00 Correlation coefficient 00:10:00 Practice: Correlation 00:02:00 Solution: Correlation 00:08:00 Practice: Linear Regression 00:01:00 Solution: Linear Regression 00:07:00 Residual, MSE & MAE 00:08:00 Practice: MSE & MAE 00:01:00 Solution: MSE & MAE 00:03:00 Coefficient of determination 00:12:00 Root Mean Square Error 00:06:00 Practice: RMSE 00:01:00 Solution: RMSE 00:02:00 Section 07: Advanced regression & machine learning algorithms Multiple Linear Regression 00:16:00 Overfitting 00:05:00 Polynomial Regression 00:13:00 Logistic Regression 00:09:00 Decision Trees 00:21:00 Regression Trees 00:14:00 Random Forests 00:13:00 Dealing with missing data 00:10:00 Section 08: ANOVA (Analysis of Variance) ANOVA - Basics & Assumptions 00:06:00 One-way ANOVA 00:12:00 F-Distribution 00:10:00 Two-way ANOVA - Sum of Squares 00:16:00 Two-way ANOVA - F-ratio & conclusions 00:11:00 Section 09: Wrap up Wrap up 00:01:00 Assignment Assignment - Statistics & Probability for Data Science & Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

Boost your career in hospitality, catering, and food service with the Food Safety and Health Training: 8-in-1 Premium Online Courses Bundle. This bundle is a comprehensive package featuring Food Safety, Food Science, Hospitality and Catering, Nutrition, Food Hygiene, Problem Solving, Chef Training, and Communication Skills—skills that employers demand. Seize this opportunity to become more hireable with a bundle that delivers exceptional value for money. Gain the confidence and credentials to stand out in the fast-growing food and hospitality industries. Compete High has 4.8 on 'Reviews.io' and 4.3 on Trustpilot, confirming this as a trusted choice for career development. Description Prepare for diverse roles in food service with training that covers every critical area. Master Food Safety and Food Hygiene to ensure compliance with health regulations. Deepen your understanding of Food Science and Nutrition to improve quality and customer satisfaction. Build strong customer service skills with Hospitality and Catering, while Problem Solving empowers you to tackle challenges on the job efficiently. Hone your culinary expertise through Chef Training and enhance your workplace effectiveness with excellent Communication Skills. This all-in-one bundle helps you become a well-rounded professional, ready for a variety of roles in kitchens, restaurants, and catering services. FAQ Q: Who is this bundle designed for? A: Individuals seeking to enter or progress in hospitality, catering, or food service industries. Q: Will I receive certification? A: Yes, certificates are awarded for each course completed. Q: How important are Problem Solving skills? A: Very important. They enable you to handle daily operational challenges effectively. Q: Does Chef Training help non-cooks? A: Yes, it provides valuable culinary insights even for food service managers and support roles.

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