7898 Compliance courses

Gain the solid skills and knowledge to kickstart a successful career and learn from the experts with this

Gain the solid skills and knowledge to kickstart a successful career and learn from the experts with this

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

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

Prologue to Emergency Procedures in the Workplace Crises can occur whenever in the work environment. Having a bunch of techniques, approaches and a very much made crisis arrangement can help forestall numerous wounds and miscommunication. Bosses and workers who set aside the effort to create and rehearse essential crisis systems frequently improve their general wellbeing and security at their work environment. While you probably won't have the option to anticipate each and every crisis situation, having at any rate the overall crisis circumstances shrouded is a positive development. This course will really expound on what a decent crisis plan is, the thing that to stay away from and what makes a very much prepared worker in the event of a crisis. We start by tending to how a decent crisis plan varies from terrible crisis methodology and a rundown of regular crises that organizations manage. Then, we survey great crisis methods, to incorporate what an all around prepared representative ought to have taking everything into account and what to keep away from in crisis technique arranging. At long last, we show you a few stages to take and furnish you with tips to help your crisis arranging measure. You Will Learn: About various kinds of crisis circumstances What ought to be incorporated into your crisis plans What's in store of representatives during a crisis Tips to help make crisis arranging simpler and brief The Benefits of Taking This Course: You will actually want to find out about great crisis arranging You will actually want to find out about awful crisis strategies You will find out about the advantages of good crisis arranging Seeing how to make a crisis activity plan and how to implement it

Wellbeing and Safety Basics and Essentials This course covers straightforward regular perspectives that ought to be polished day by day. It is imperative that everybody rehearses great individual cleanliness, ecological tidiness, and knows about wellbeing and crisis strategies. These practices are crucial to your own picture, and the wellbeing and security of the different individuals from a family. Numerous people discover this course assists with setting them up for the labor force. Each training can help shape an individual into a capable and reliable one where wellbeing, cleanliness and security are concerned. Wellbeing and security abilities are fundamental to keep a solid, spotless and safe body and climate. Responsibility is the main trademark one should have to be fruitful in succeeding and rehearsing these abilities. Each standard and ability are define towards the ideal objective. Wellbeing and security abilities are fundamental in episodes, for example, forestalling wounds, diminishing odds of abuse, singular strengthening, and they establish an effective climate for everybody included. Regardless of whether your home serves as a working environment and your danger for risk openness is low, it is as yet fundamental to guarantee you are living in a perfect climate. You Will Learn: Abilities to guarantee that you keep yourself protected and sound The most effective method to rehearse individual cleanliness and keep a spotless climate The most effective method to address crisis preparation and manage irregular circumstances Advantages of Taking This Course You can learn regular practices that apply to any circumstance Master abilities on the most proficient method to be arranged and coordinated in any climate Depict and comprehend the significance of wellbeing, health, security and readiness

Eye Safety in the Workplace Certification English laws require bosses and organizations to maintain security guidelines and defend their laborers from wounds and mishaps in the working environment. Eye mishaps are extremely basic in the working environment, yet most can be forestalled with the assistance of execution of control measures, utilization of defensive gear and care. Most laborers will in general be unconscious of the dangers related with openness to eye wellbeing perils and the unfavorable results that can emerge. Eye wounds frequently bring about perpetual or transitory visual deficiency with the deficiency of at least one eye capacities. The seminar on "Eye Safety in the Workplace" clarifies the accompanying themes in detail:- The significance of upkeep of defensive hardware and control measures to limit or dispense with dangers and risks. The most effective method to shield laborers from compound sprinkles and what do in the event of crises. You will likewise find out about how acidic and soluble substances harm the eye in an unexpected way. Openness to radiation dangers from warm, infrared, UV and splendid light sources and how to shield laborers from the dangers. How gazing at the PC for delayed periods can prompt strain, cerebral pains and obscured vision. You will likewise learn various procedures that help decrease eye strain. The sorts of defensive eye hardware and their capacities The advantages of considering this course are depicted beneath:- You are in a superior situation to recognize the various dangers that exist in your work environment. Bosses can put resources into the correct security gear to protect their representatives from injury. Organizations can update counteraction strategies, stockpiling and upkeep of defensive hardware for improved mishap control. You can instruct and refresh your workers on the dangers and perils related with eye wounds.

Threats of Working at Night Certification In the present progressively worldwide society, a developing number of individuals are viewed as "night laborers". These are people that work at any rate three hours every night consistently during the long stretches of 11pm and 6am. As more individuals start working these sorts of movements, including crisis laborers, medical care experts, assembly line laborers and surprisingly middle class venture expedites, the threats of the night move are additionally getting progressively clear. Shockingly, numerous individuals occupied with this kind of work don't think about the dangers or how to forestall genuine harm to their wellbeing. This course furnishes you with extensive data about the threats of working around evening time. It starts by discussing night work all in all, including a prologue to the pertinent UK enactment overseeing this sort of move work. The course at that point moves straightforwardly into discussing the risks related with working around evening time. Then, understudies are given data about forestalling or moderating these threats. At last, adapting procedures are given, assisting with facilitating the separation related with working around evening time. You Will Learn:- The meaning of a "night specialist" and instances of occupations that fit that portrayal Insights regarding the guidelines and guidelines covering night laborers in the UK Data about the effect of working around evening time on your physical and emotional wellness Tips on the most proficient method to forestall certain threats related with night work from happening Tips on the most proficient method to lessen the effect of unavoidable dangers Data on the most proficient method to adapt to the effect night work can have on your enthusiastic satisfaction and gathering of people Advantages of Taking This Course Finding out about the various standards that apply to night laborers instead of the individuals who work during the day Understanding the specialized meaning of night work Realizing how to recognize the dangers associated with night move work Figuring out how to diminish the effect of night work on your wellbeing Deciding how to adapt to the effect night work can have different parts of your life, including your feeling of prosperity

Step Ladder Safety Awareness Workplace accidents can have serious consequences for both the casualty and their organisation. It is important that both employees and their employers understand the risks associated with working from height and that they know how to use equipment in a safe, appropriate manner. An individual can sustain an injury falling just a couple of metres. They can also suffer a back injury if they fail to take precautions when moving and positioning equipment. Stepladders are used frequently in the workplace, so it is essential that employees know when and how to use them. This course will provide you with a comprehensive overview of the risks associated with stepladders, how to put in place effective precautionary measures and how to ensure that equipment is fit for purpose. Not all accidents are preventable, but when everyone knows how to work safely, the majority of incidents can be avoided. You Will Learn:- Why you need to take the risk of accidents and injury seriously and why the proper use of stepladders should be of concern to all employees and employers. How to assess whether a stepladder is the most appropriate form of equipment for a task and the factors you must take into consideration when conducting a risk assessment. How to check that a stepladder is fit for purpose, how to spot the signs that indicate it should be withdrawn from use and how to ensure that a faulty piece of equipment is not used by mistake. What you need to remember when working with a stepladder, including how to position your body and work effectively with tools whilst carrying out a task. How to move and store a stepladder safely and securely, taking into account its material, intended purpose and points of structural vulnerability. Benefits Of Taking This Course:- You will be able to use a stepladder confidently and safely, both at home and in the workplace. You will be able to offer guidance to others who are inexperienced in stepladder use. You will have a greater understanding of health and safety concerns at work, which is especially beneficial if you are in a management or HR role. You will be in a position to advise your organisation regarding stepladder and work at height policies, which may make an appreciable difference to the number of accidents recorded at your place of work. Course Modules: Module 1: The Importance of Stepladder Safety Module 2: When is a Stepladder the Most Appropriate Piece of Equipment? Module 3: What Should You Check Before Using a Stepladder? Module 4: Using a Stepladder Safely Module 5: How to Store and Handle a Stepladder