Quality Guarantee: Promising training excellence, satisfaction gurantee Accredited by CPD UK & Quality License Scheme Tutor Support Unlimited support via email, till you complete the course Recognised Certification: Accepted by thousands of professional bodies Start Anytime With 1 year access to the course materials Online Learning Learn from anywhere, whenever you want From this course, you will gain a deep understanding of leadership theories and practices, and develop advanced strategies for effective team management and motivation. This course will enhance your decision-making abilities and teach you to lead through challenges. This course at a glance Accredited by CPD UK Endorsed by Quality Licence Scheme Understand critical thinking skills, change processes and able to use process for decision-making Learn current leadership theories and how they are put into practice personally, locally, and globally Learn how to plan, organize, and execute complex business tasks in an effective and efficient manner Gain knowledge of diverse cultures, cross-culture communication, and the uses of power between groups Learn how to use your intelligence, intuition, voices, and ears to constructively engage with others Develop practical skills and tools such as time management, meeting management, team building, and group dynamics Learn how to communicate( written and spoken word, non-verbal language, and listening skills) with others effectively to manage conflicts, develop relationships, and work across differences Why Leadership & Management Advanced Diploma Course right for you? Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this leadership & management advanced diploma course will set you up with a solid foundation to become a confident leader & manager and develop more advanced skills. This comprehensive leadership & management advanced diploma course is the perfect way to kickstart your career in the field of leadership & management. This course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. How Will I Benefit? Boost your career in leadership & management Deepen your knowledge and skills in your chosen field just in hours not years! Study a course that is easy to follow. Save money and time by studying at your convenient time Have access to a tutor whenever you are in need So, what are you thinking about! Start getting the benefits by enrolling today! Leadership & Management Advanced Diploma Course Details Accredited by 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. 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. Course Curriculum Introduction Prof Paul Course Intro Leadership Training Leadership Skills Training Management Training Management Skills Training Culture Training Creating A Great Culture Teamwork Training Teamwork - Create High Performance Teams Who should take this course? This comprehensive leadership & management advanced diploma course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of leadership & management. Entry Requirements There are no academic entry requirements for this leadership & management advanced diploma course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Assessment Method On successful completion of the course, you will be required to sit an online multiple-choice assessment. The assessment will be evaluated automatically and the results will be given to you immediately. Certification 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
Complete Professional Psychic Mediumship Development Course Overview Are you looking to begin your clairvoyance, psychic readings, and aura reading career or want to develop more advanced skills in clairvoyance, psychic readings, and aura reading? Then this complete professional psychic mediumship development online course will set you up with a solid foundation to become a confident psychic and help you to develop your expertise in clairvoyance, psychic readings, and aura reading. This complete professional psychic mediumship development online course is accredited by the CPD UK & IPHM. 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. Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this complete professional psychic mediumship development online course will set you up with a solid foundation to become a confident psychic and develop more advanced skills. Gain the essential skills and knowledge you need to propel your career forward as a psychic. The complete professional psychic mediumship development online course will set you up with the appropriate skills and experience needed for the job and is ideal for both beginners and those currently working as a psychic. This comprehensive complete professional psychic mediumship development online course is the perfect way to kickstart your career in the field of clairvoyance, psychic readings, and aura reading. This complete professional psychic mediumship development online course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. If you're interested in working as a psychic or want to learn more skills on clairvoyance, psychic readings, and aura reading but unsure of where to start, then this complete professional psychic mediumship development online course will set you up with a solid foundation to become a confident psychic and develop more advanced skills. As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This complete professional psychic mediumship development online course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. Who should take this course? This comprehensive complete professional psychic mediumship development online course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of clairvoyance, psychic readings, and aura reading. Entry Requirement There are no academic entry requirements for this complete professional psychic mediumship development online course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Career path This complete professional psychic mediumship development online course opens a brand new door for you to enter the relevant job market and also provides you with the chance to accumulate in-depth knowledge at the side of needed skills to become flourishing in no time. You will also be able to add your new skills to your CV, enhance your career and become more competitive in your chosen industry. Course Curriculum Foundations of Psychic Clairvoyance Introduction To The Complete Pshychic Course Introduction to Clairvoyance The Four Clairsenses Tests for Clairsenses Preparing for Psychic Clairsenses Psychic Blocks or Filters Decluttering Meditation to remove psychogenic blocks or filters Mindfulness To Remove Psychogenic Blocks Or Filters Meditation for Aura, Chakra and Kundalini Cleansing Activating Individual Chakras Activating the Root Chakra Activating the Sacral Chakra Activating the Solar Plexus Chakra Activating the Heart Chakra Activating the Throat Chakra Activating the Third Eye Chakra Activating the Crown Chakra Exercises to Develop Psychic Clairsenses Mindfulness Exercises for Psychic Clairsenses Re-creation Exercises for Psychic Clairsenses Non-Line-of-Perception Exercises for Psychic Clairsenses Postcognition Exercises for Psychic Clairsenses Precognition Exercises for Psychic Clairsenses Safety Measures in Psychic Clairsenses Grounding Centering Psychic Shielding Connecting, Disconnecting, Locking, and Unlocking Chakras Angelic Shielding Ethical Issues And Professionalism Advanced Uses of Psychic Power Spiritual Healing / Energy Healing, and Reiki Consciousness and Intuition Development Nature Connection Through Forest Bathing or Shinrin-Yoku Nonverbal Communication & Telepathy for Plant, Human, and Animal Communication Psychic Reading, Mentalism, Mind Reading, and Lie Detection Attraction and Likability Hypnosis, Self-Hypnosis, Hypnotherapy, and Past Life Regression Lucid Dreaming Aura Reading Communication with Archangels and Orbs for Angelic Therapy Mediumship, Witchcraft, Shaman, Shamanism, Hoodoo, Soul Retrieval, and Conjure Astral Projection / Astral Travel / Out-of-Body Experience (OBE) Akashic Records Tarot Card Reading, Angel Card Reading, and Oracle Card Reading Dowsing Tantra 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. Certificate of Achievement 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
Get started with Neural networks and understand the underlying concepts of Neural Networks, Convolutional Neural Networks, and Recurrent Neural Networks. This hands-on course will help you understand deep learning in detail with no prior coding or programming experience required.
Quality Guarantee: Promising training excellence, satisfaction gurantee Accredited by CPD UK & Quality License Scheme Tutor Support Unlimited support via email, till you complete the course Recognised Certification: Accepted by thousands of professional bodies Start Anytime With 1 year access to the course materials Online Learning Learn from anywhere, whenever you want In this Reiki course, you will gain skills that allow you to heal, rejuvenate and enhance life force energy. You will become a certified reiki practitioner, capable of making a positive impact on the physical, emotional and spiritual dimensions. This course at a glance Eligible to apply for the insurance Accredited by International Practitioners of Holistic Medicine (IPHM) Accredited by CPD UK Endorsed by Quality Licence Scheme Gain a deep understanding of the energy of reiki and learn how to develop commitment and daily practice to spiritual development Understand the importance and different versions of the reiki symbols and the steps to draw and use it Know how to incorporate the reiki principles in your daily lives Learn how to interact with positive aura and energies, develop intuition, and perform different reiki meditation techniques Know how to safeguard yourself physically and how to eliminate negative energies from your lives Understand self-treatment techniques and the difference between distance and remote treatments Know how to perform aura cleansing and how to use reiki with crystals Why Reiki Level 1 to Master Level Course right for you? This reiki course is designed for people who want to connect with God spiritually, introspect, and feel relaxed with positive energies and healing. Reiki helps you change your perspective of living significantly, experience a sense of connectedness and feel meaning and purpose. This reiki course helps you to advance to the next level of reiki development and guides you to teach reiki professionally. It serves as a self-healing tool for people who have suffered personal setbacks and undergoing mental illness. By the end of this course, you'll know the advanced techniques to integrate reiki into your lives, the process to carry reiki attunements, understand spiritual development, and the reiki principles. Reiki Level 1 to Master Level Course Details Accredited by International Practitioners of Holistic Medicine (IPHM) is a leading accredited organisation that certifies and regulates alternative therapists, healers, and training providers around the world. After completing the IPHM accredited course you will be eligible to apply for the insurance. 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. 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. Course Curriculum Reiki at QLS Level 1 Introduction to Reiki What is Reiki. How Reiki works The History of Reiki Reiki Principles Preparing for Reiki 1 The Anatomy Preparation Self Treatment Preparing to Treat Others Treating Others The Possibilities Comfort Endless Possibilities Conclusion Reiki at QLS Level 1: Attunement Reiki 1 Attunement Reiki at QLS Level 2 (& Manual) Introducing Level 2 Reiki Level 2 (& Manual) Gassho Gassho Meditation Example Reiji Ho Chiryo New Possibilities Symbols Sacred Symbols The First Symbol The Second Symbol The Third Symbol Motor Zanon Distant Healing Treatment Form Distant Healing Distant Healing Techniques Examples of Distant Healing Working with Reiki Working with Reiki Additional Reiki Symbols Combining Reiki with other healing methods Animal Reiki Techniques Reiki at QLS Level 2: Attunement Reiki 2 Attunement Audio Tracks Heartbeat The Light Meditation The Morning Meditation Reiki Music Reiki Master Level Introduction Reiki Master Level Manual Symbolism Reiki and Symbolism The Reiki Master Symbol Non Traditional Master Symbol The Attunement Ceremony The Reiki Attunement Ceremony Crown To Crown Attunement Preparing For The Attunement Ceremony Performing Reiki Attunements Performing Reiki 1 Attunement Performing Reiki 2 Attunement Performing Reiki Master Attunement Distant Attunement Advanced Reiki Reiki Advanced Level Manual Reiki at QLS Level 3 Attunement Reiki Level 3 Attunement Who should take this course? This reiki Course is ideal for anyone who wants to take their career to the next level, those who wish to ingrain reiki into their everyday lives deeply. This course is designed for individuals who want to learn more about reiki and would like to enhance their skill-set and knowledge in reiki. People who are ready to commit to healing on all levels and want to open the reiki healing powers can also take this course. Entry Requirements There are no academic entry requirements for this 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 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 can grasp from each section. In the assessment pass mark is 60%. Check out our Crystal Reiki Masterclass Online Course and learn how to use crystals to balance energy and promote healing in yourself and others. It's a great way to enhance your knowledge and skills in holistic wellness. Certification 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 What Is a Reiki Training Course? A Reiki program is a training program that teaches individuals the principles and techniques, a Japanese healing modality. It is based on the belief in the existence of a life force energy that flows through all living beings, and the practice involves channelling this energy to promote healing, relaxation, and overall well-being. How Much Is A Reiki Course? The cost of a program varies depending on the course levels. The average cost of level 1 can range from £105-£160. Level 2 courses might be slightly more expensive ranging from £135-£185. And the master-level courses tend to be the most expensive ranging from £500-£2000 or more. How Much Is a Palm-Healing Master Course? The master-level courses tend to be the most expensive ranging from £500-£2000 or more. However, the cost can vary depending on the location, duration and expertise of the instructor. What Is a Healing Method Course? A training program that teaches individuals the principles and techniques, a Japanese healing modality. Based on the belief in the existence of a life force energy that flows through all living beings. Are Online Energy Healing Courses Legit? Yes, online energy healing courses can be legitimate and provide valuable training. Over the years, advancements in technology have made it possible for various disciplines to be taught through online platforms. However, it's essential to exercise caution and choose reputable online courses to ensure the quality of training
The Heartfulness Diploma Course is a comprehensive program designed to deepen one’s understanding and practice of Heartfulness living. This course is open to anyone interested in cultivating inner peace, balance, and well-being through Heartfelt connection.
Boost your energy levels to experience greater happiness and well-being. Through this Improve Your Energy and Well-Being Course, you'll know how to make a significant difference in your energy level and mood and bring joy to others. This Improve Your Personal Energy, and Well-Being Course breaks down tools and techniques to grow your energetic inspiration. It will show you how to facilitate a more positive attitude and carry the same amount of positivity wherever you go. From this training, you'll understand the concept of powerful questioning and how to focus on your creative mind. In addition, you will get to know how breathing affects mood and how a positive attitude can heal your body. The course will also provide some great ideas to develop your everyday routine to become more mindful and productive. Learning Objectives Understand the concept of energy Know the advantage of positive thinking Determine how positive energy enhances well being and boosts productivity Learn to stay motivated and encourage others Be able to surround yourself with positive energy and promote your mental health Know about the spectacular benefits of self-care Gain the skills to instil confidence in others Get to know how your mind can heal your body Who is this Course for? This Improve Your Personal Energy and Well-Being Course is ideal for aspiring professionals who wish to gain the relevant skills and knowledge to fast track their careers. It is for those who have little or no knowledge of personal energy and well-being or those who are new to the field and want to test their skills and knowledge. There are no entry requirements for this course. However, an eye for detail and a creative mind is essential. Entry Requirement This course is available to all learners of all academic backgrounds. A good understanding of the English language, numeracy, and ICT are required to attend this course. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £4.99 and the hard copy for £9.99. Also, you can order both PDF and hardcopy certificates for £12.99. Career path On successfully completing the Improve Your Personal Energy and Well-Being Course, learners can progress to a more advanced program from our course list. Career opportunities in this field include freelancing or working in-house, within a range of professional settings, with the opportunity to earn a high salary. Related professions in this industry include: Social Worker Mental Health Nurse Primary Care Physicians Course Curriculum How to Increase Your Personal Energy, and Help More People Course Summary 00:03:00 Introduction 00:02:00 Energy Follows Thought 00:02:00 Asking Power Questions 00:04:00 What Is Energy 00:04:00 Get Grounded 00:04:00 Your Breathing Affects Your Mood 00:03:00 How Your Head and Heart Interact 00:02:00 Be More Selfish 00:04:00 Look After Yourself Better 00:07:00 Increase Your Confidence 00:06:00 The Learning State 00:02:00 The Energy of Appreciation 00:02:00 Intuition 00:05:00 Go for a Walk 00:02:00 Smile More 00:02:00 Forgiveness 00:04:00 Stop Comparing 00:06:00 How Your Mind Can Heal Your Body 00:05:00 Setting Your Energy Space 00:05:00 Sometimes You Have To Get Worse Before You Get Better - My Story 00:09:00 Have More Fun 00:02:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00
In this course, you will be learning one of the widely used deep learning frameworks, that is, PyTorch, and learn the basics of convolutional neural networks in PyTorch. We will also cover the basics of Python and understand how to implement different Python libraries.
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
Welcome to the Bootcamp course. You will obtain a firm understanding of machine learning with this course. By doing so, you will be able to develop machine learning solutions for various challenges you might encounter and be prepared to start using machine learning at work or in technical interviews.