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Overview This comprehensive course on Statistics & Probability for Data Science & Machine Learning will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Statistics & Probability for Data Science & Machine Learning comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Statistics & Probability for Data Science & Machine Learning. It is available to all students, of all academic backgrounds. Requirements Our Statistics & Probability for Data Science & Machine Learning is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 10 sections • 89 lectures • 11:27:00 total length •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 •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 •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 •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 •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 •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 •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 •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 •Wrap up: 00:01:00 •Assignment - Statistics & Probability for Data Science & Machine Learning: 00:00:00

[vc_row][vc_column][vc_column_text] Description: Are you working towards your qualified teacher status (QTS)? Do you want to use your qualification to turn your expertise, talent, and passion into a career that inspires generations of young learners? If yes, then this Level 3 Diploma in Teaching course is tailored just for you. There are numerous ways to becoming a great educator. Your approach will rely on many factors, including your experience, both educational and otherwise. To teach, you'll require a state-specific teaching credential, subject knowledge, and, of course, the desire to have what it takes to become a great teacher. Being an excellent educator requires a wide range of skills; the absolute most critical are the ability to communicate adequately with students and inspire students to learn. You will also have to know how to implement effective instructional planning within the classroom. This teacher training course will help you further explore the significance of these skills, and how they impact on every child. You will improve your verbal and non-verbal communication, learn traditional and modern methods of teaching and develop an understanding of the responsibilities that come with a career in teaching. Finally, you will learn about SEN teaching, teacher training programmes, entry requirements, and education in England. Who is the course for? Educators and trainers who want to learn more about practical teaching skills and how to apply them in an educational setting Parents who are interested in knowing in depth about teaching Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: This course would be beneficial for the following professionals: ECD Practitioner Grade R Educator Daycare Teacher Pre-school Teacher Pre-school Coordinator Preschool Director Nursery Tuition teacher Class teacher Teach in primary and intermediate schools Educational administrators. [/vc_column_text][/vc_column][/vc_row] Fundamentals of Teaching Understanding the Development of Children and Young Person 01:00:00 Communication and Professional Relationships with Pupils and Family 01:00:00 Safeguarding the Welfare of Children and Young Person 01:00:00 Teaching in UK Teaching in the UK 00:30:00 Teachers' Standards in UK 00:30:00 Teachers Pay 00:30:00 The English School System 00:30:00 Evaluation of Schools and Teachers 00:30:00 School Governance 00:15:00 Inclusive Teaching 00:15:00 Teaching Methodologies Chapter I 01:00:00 Chapter II 01:00:00 Chapter III 01:00:00 Chapter IV 01:00:00 Chapter V 01:00:00 Chapter VI 01:00:00 Chapter VII 01:00:00 Chapter VIII 01:00:00 Chapter IX 01:00:00 Chapter X 01:00:00 Chapter XI 01:00:00 Chapter XII 01:00:00 Chapter XIII 01:00:00 Chapter XIV 01:00:00 Chapter XV 01:00:00 Psychology of Teaching WHY YOUNG PEOPLE DO NOT LEARN TO STUDY PROPERLY? 01:00:00 THE NATURE OF STUDY, AND ITS PRINCIPAL FACTORS 02:00:00 PROVISION FOR SPECIFIC PURPOSES, AS ONE FACTOR OF STUDY 01:00:00 THE SUPPLEMENTING OF THOUGHT, AS A SECOND FACTOR OF STUDY 02:00:00 THE ORGANIZATION OF IDEAS, AS A THIRD FACTOR IN STUDY 02:00:00 JUDGING OF THE SOUNDNESS AND GENERAL WORTH OF STATEMENTS, AS A FOURTH FACTOR IN STUDY 02:00:00 MEMORIZING, AS A FIFTH FACTOR IN STUDY 02:00:00 THE USING OF IDEAS, AS A SIXTH FACTOR IN STUDY 02:00:00 PROVISION FOR A TENTATIVE RATHER THAN A FIXED ATTITUDE TOWARD KNOWLEDGE, AS A SEVENTH FACTOR IN STUDY 01:00:00 PROVISION FOR INDIVIDUALITY, AS AN EIGHTH FACTOR IN STUDY 02:00:00 FULL MEANING OF STUDY: RELATION OF STUDY TO CHILDREN AND TO THE SCHOOL 02:00:00 SEN Teaching Introduction to Special Educational Needs (SEN) 00:30:00 Understand Constructivism in the Classroom and Know Your Role as a Teacher 01:00:00 SEN Code of Practice 01:00:00 Get an Understanding on SENCO 01:00:00 Classroom Management Strategies for Children with Special Needs 00:30:00 Physical Difficulties, Sensory Difficulties, Cognitive Impairments of Pupils 01:00:00 How to Deal with Pupils with Autism 00:30:00 Understanding Learning Difficulties 01:00:00 Anger Management Methods for Pupils With Special Needs 00:30:00 Teaching Children with Down Syndrome 00:30:00 Conclusion SEN 00:30:00 ADHD What is ADHD? 00:30:00 Causes of ADHD 00:30:00 Diagnosing ADHD 00:30:00 Treating ADHD 00:30:00 ADHD and Education 00:30:00 Reasonable Adjustments: ADHD 01:00:00 Adults with ADHD 00:30:00 Reference Books STRATEGIES FOR TEACHING FIRST-YEAR COMPOSITION 00:00:00 TEACHING AND LEARNING STAATEGIES FOR THE THINKING CLASSROOM 00:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam-Level 3 Diploma in Teaching 00:20:00 Final Exam Final Exam-Level 3 Diploma in Teaching 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Unlock the power of Ansible in DevOps with this in-depth video course. From beginner to expert, this course covers everything you need to know about Ansible, accompanied by hands-on exercises that you can practice right in your browser. No prior experience needed.

"Empower yourself with our Cybersecurity: Understand Threats and Prevent Attacks course. Gain vital insights into cybersecurity threats and effective prevention strategies to safeguard your digital assets."

The Safeguarding Children course is designed to train teachers, childminders, child care practitioners, social workers, and other professionals who work with children. As an adult, it is your legal responsibility to have a comprehensive understanding of laws, policies and procedures to ensure the welfare of children under your care and supervision. If your career is related to working with children and their families, or if you want to improve your understanding of children in this area for jobs, then enrolling in this course would suit you perfectly. Our Course is accredited by the CPD. Students can expect to complete this course Training in around 7 hours. You'll also get dedicated expert assistance from us to answer any queries you may have while studying this course. This course program discusses a range of subjects, including how to properly protect children using the inherent norms, tasks and obligations of working with children, the need for child safety, how to identify child abuse and vulnerability, and how to encourage the correct way to protect children and become more alert about abuse. This course is packed with several information-rich modules that break down each topic for easy understanding. After completing this course, you will be awarded a certificate of achievement, proof of your expertise in this field. If you are interested in a new career or looking for professional skills to excel in this field, a certificate from this training will help you appear as a strong candidate. Study the course online and take the first steps towards a successful long-term career. The Course will allow you to enhance your CV, impress potential employers, and stand out from the crowd. This course consists of several easy-to-understand, in-depth modules designed to provide you with a detailed, expert level of knowledge. Study this course through a mixture of instructional video lessons and online study materials. This course has been specially designed by industry experts and specialists to rapidly coach learners just like you and help you succeed in your ambitions. We are committed to supporting you all the way, and our dedicated staff will be available 24/7 to answer any queries or resolve technical problems. The learning modules are small but intensive and crafted to help you gain maximum knowledge in the minimum time. Learning Outcomes of this course Ensure that the children under your care and supervision have a healthy environment Identify symptoms of emotional and physical violence in children and young people Get a deeper understanding of Child Protection, including Child Safeguard Standards and Implementation Reporting any child safety issues appropriately to child care providers Understand children's ethical obligations when taking care of children and young people Understand what constitutes violence and negligence and how to respond to a disclosure The key role you can play in safeguarding children and young people Be able to reduce the prevalence of neglect, recognise and respond to child abuse Know the procedures for recording information related to child abuse Why should you choose this course with Academy for Health & Fitness? Opportunity to earn a certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Globally accepted standard structured lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support This course is more oriented towards protecting children and covers several related topics. This all begins with an introduction, as with any good content, where you understand safeguarding when it is used and helping children and families. With this course, you will further look into roles and responsibilities, children's boards and their functions, planning and safeguard structures, the impact of abuse and neglect, and the principles of working with children. **** Course Curriculum **** Here are the topics you will cover in this course Course: Module 01: Introduction to Safeguarding Module 02: Laws and Guidance Module 03: Child Abuse Module 04: Child Sexual Exploitation Module 05: Responding to Disclosure and Reporting Module 06: Risks and Risk Assessment Module 07: Things to Do After Referral Module 08: Record Keeping Safeguarding Vulnerable Adults Module 01: An Introduction to Safeguarding of Vulnerable Adults Module 02: Legislations Module 03: Understanding Abuse and Neglect Module 04: Safeguarding Vulnerable Adults Policy, Roles and Responsibilities Module 05: Understanding the Importance of Communication in Care Module 06: Sharing Information and Responding To a Disclosure Module 07: Reporting Your Concern Assessment Process Once you have finished the learning stages in this course, your abilities will be assessed by an automated multiple-choice question session, after which you will receive the results immediately. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course has been professionally-designed for motivated learners who are looking to add a new skill to their CV and stand head and shoulders above the competition. Learn the latest industry-specific information with the course. Enrol on this course and learn a new professional skill from anywhere, at any time! Requirements Enrol on this course with no formal entry requirements! If you have a passion for knowledge and want to learn something new, register on this course without any delay. We only ask that all students have a passion for learning and literacy, and be over the age of 16. Complete the course online from your computer, tablet, or smartphone, and learn in a way that suits you. Career path This training course is ideal for those in the following professions: Teachers/Teaching Assistant Safeguarding Specialist Safeguarding Children Advisor Child Social Worker Childminders Childcare Assistant Paediatric Nurse Nursery Workers Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

Explore the transformative power of Emotional Intelligence in Coaching and Mentoring. Discover key strategies to enhance self-awareness, empathy, and effective communication, fostering a supportive environment for personal and professional growth. Unlock the potential of emotional intelligence to cultivate stronger relationships and achieve lasting success in coaching and mentoring relationships.

Dive into the vibrant world of recruitment and onboarding with our comprehensive course!

Ensure security to sensitive personal data while learning the key GDPR principles and practices by attending the highly essential GDPR course. The comprehensive GDPR course aims to equip you with advanced knowledge of GDPR and effective availing skills so that you can perform your responsibility of handling sensitive personal data adequately. You'll learn about updated principles of privacy regulations, including the organisational structure of GDPR, persona data breach policy, economic impact of Brexit, and many more. You'll also gain a guide to GDPR compliance for small businesses.  Ensure adaptability of your business in all GDPR updates by enrolling today! Learning outcomes: Understand the GDPR basics in-depth Discover the benefits of maintaining data security Learn how to secure sensitive public data proficiently Acquire the ability to implement GDPR profitably in business Know how to handle data breaches Be able to deal with data management risks Become skilled at performing six fundamentals of GDPR effectively Gain the knowledge of failure to comply with GDPR 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 £69. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. 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. Career Path This comprehensive Advanced Certificate in GDPR at QLS Level 3 course will open the door for the following professions:  GDPR Consultant Compliance Officer GDPR Compliance Manager Data Protection Lawyer GDPR Business Analyst Information Security Manager Project Manager (GDPR) Compliance Associate Compliance Officer Information Security Manager Data Steward Data Protection Analyst Project Manager Information Technology Lead Business Consultant Management Consultant

Enrolling in the Understanding Climate Science course is crucial in today's world as it equips you with essential knowledge about Climate Science, a field integral to tackling pressing global challenges. Understanding Climate Science helps you comprehend the mechanisms behind Climate Change, including the Greenhouse Effect, impacts on Extreme Weather Events, and interactions with Ocean systems. This knowledge is not only enlightening but also practical, influencing daily life choices and professional decisions. In the UK job market, expertise in Climate Science is increasingly valued, with opportunities spanning various sectors such as environmental consultancy, renewable energy, and policy-making. Salaries for roles requiring Climate Science knowledge are competitive, reflecting the growing demand and importance of addressing climate-related issues. Employment in this sector is expanding, with a significant rise in job opportunities projected as awareness and regulations around Climate Change intensify. Embracing this course will not only enrich your understanding but also enhance your career prospects in a field vital for shaping a sustainable future. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access Course Curriculum Module 01: Introduction to Climate Science Module 02: Anthropocene and Historical Context of Climate Change Module 03: The Greenhouse Effect and Global Warming Module 04: Climate Change and Extreme Weather Events Module 05: Ocean and Climate Interactions Module 06: Climate Change and Energy Systems Module 07: Climate Change and Agriculture Module 08: Climate Change and Health Module 09: Climate Change Mitigation and Adaptation Strategies Module 10: Climate Change Communication and Advocacy Module 11: Climate Policy and International Cooperation Module 12: Climate Science and Future Scenarios Learning Outcomes: Analyze historical contexts influencing contemporary climate science narratives. Evaluate the impact of greenhouse gases on global temperature trends. Interpret correlations between climate change and extreme weather occurrences. Investigate the role of oceans in regulating global climate systems. Examine the integration of renewable energy sources into existing infrastructure. Assess the implications of climate change on agricultural productivity and resilience. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Understanding Climate Science course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Understanding Climate Science. Moreover, this course is ideal for: Environmental enthusiasts seeking deeper insights into climate dynamics. Policy makers aiming to craft informed decisions on climate-related issues. Educators eager to enrich their curriculum with cutting-edge climate science. Health professionals concerned with the health ramifications of climate change. Advocates passionate about fostering climate resilience within their communities. Requirements There are no requirements needed to enrol into this Understanding Climate Science course. We welcome individuals from all backgrounds and levels of experience to enrol into this Understanding Climate Science course. Career path After finishing this Understanding Climate Science course you will have multiple job opportunities waiting for you. Some of the following Job sectors of Understanding Climate Science are: Environmental Consultant - £25K to 50K/year Climate Change Analyst - £28K to 45K/year Renewable Energy Engineer - £30K to 60K/year Sustainability Officer - £25K to 45K/year Climate Policy Advisor - £35K to 70K Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

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