963 Intelligence Analysis courses in Liverpool delivered On Demand

Criminal Psychology: Criminal Psychology Are you fascinated to become a Criminal Intelligence Analyst? We've created a course on Criminal Psychology to provide you the know-how, abilities, and methods you'll need to succeed in this fascinating area. We ensure that you obtain a comprehensive understanding of the Criminal Psychology examination process by covering a wide range of topics in our Criminal Psychology course. The fundamentals of criminal intelligence are covered in this Criminal Psychology course to examine the intelligence process. Samples of a National Intelligence Model from the United Kingdom are used in the Criminal Psychology course to help clarify the concepts. This Criminal Psychology course will teach you how to evaluate data sources, criminal psychology, and decision-making. You will be an expert on the English and Welsh criminal justice systems after completing this course on Criminal Psychology. Don't miss the chance to become a criminal intelligence analyst. Join up for our Criminal Psychology course right away to open the doors to a world of crime-solving opportunities. Learning outcome of Criminal Psychology You will learn how to process criminal intelligence as a professional criminal intelligence analyst Criminal Psychology will teach learners about Evaluation of Source and Data, Analysis and Analytical Process You will be knowledgeable about Intelligence-Led Policing, Decision Making in Criminal Psychology Criminal Psychology course will equip your understanding about Criminal Psychology, Criminal Justice System in England and Wales Main Course: Criminal Intelligence Analyst (Criminal Psychology) Free Course is including with this Criminal Psychology: Criminal Psychology Course. Along with The Criminal Psychology: Criminal Psychology Course, We Offer a free Criminoly & Profiling Course Special Offers of this Criminal Psychology: Criminal Psychology Course This Criminal Psychology: Criminal Psychology Course includes a FREE PDF Certificate. Lifetime access to this Criminal Psychology: Criminal Psychology Course Instant access to this Criminal Psychology: Criminal Psychology Course Get FREE Tutor Support to this Criminal Psychology: Criminal Psychology Course Criminal Psychology: Criminal Psychology You will learn about the many facets of criminal science with this course on criminology and psychology. You will study criminal psychology and crime scenes in order to deal with crimes. The phases of profiling and forensic science will also be covered. You will learn about victimology, offender and criminal profiling in this course on psychology and criminology. The criminal justice systems in Wales and England will also be covered. Who is this course for? Criminal Psychology: Criminal Psychology Everyone would benefit from taking this Criminal Psychology: Criminal Psychology course. Requirements Criminal Psychology: Criminal Psychology To enrol in this Criminal Psychology: Criminal Psychology Course, students must fulfil the following requirements. To join in our Criminal Psychology: Criminal Psychology Course, you must have a strong command of the English language. To successfully complete our Criminal Psychology: Criminal Psychology Course, you must be vivacious and self driven. To complete our Criminal Psychology: Criminal Psychology Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Criminal Psychology: Criminal Psychology Course. Career path Criminal Psychology: Criminal Psychology A certificate as a criminal intelligence analyst will add value to your resume and broaden your career options.

Close Protection & Security Management Are you looking forward to starting a career in the Close Protection sector? Our Close Protection course is specially designed to assist you with a better understanding of Close Protection. Our Close Protection has covered all the latest topics from the introduction of Close Protection to all the legal and ethical considerations of Close Protection. Also, you will learn about personal security, awareness, surveillance and reconnaissance from the Close Protection course. This Close Protection course involves threat mitigation helpful for boosting skills on the Close Protection topics. Enrol now for a successful Close Protection career! Learning Outcome of Close Protection After completing the Close Protection course, learners will know about: The Introduction to Close Protection, personal security and awareness. The Close Protection course describes surveillance and reconnaissance. Threat mitigation, operational planning and vehicle operations are lessons parts of the Close Protection course. You will learn firearms and defensive equipment for Close Protection. This Close Protection course also teaches physical fitness and self-defence. You can increase your tactical skills, communication skills, public relations and etiquette through the Close Protection course. Learn Close Protection operations, crisis management, legal and ethical considerations with the help of this Close Protection course. Main Course: Close Protection Course Free Courses are including with this Close Protection Course Close Protection Course, We Offer a free Security Management Course Close Protection Course, We Offer a free Criminal Intelligence Analyst Course Special Offers of this Close Protection Course This Close Protection Course includes a FREE PDF Certificate. Lifetime access to this Close Protection Course Instant access to this Close Protection Course Get FREE Tutor Support to this Close Protection Course Close Protection & Security Management Our close protection has covered the most recent topics, covering everything from the inception of close protection to all of its moral and legal implications. You will learn about awareness, monitoring, and reconnaissance in the Close Protection: Close Protection Course. Additionally, the Close Protection provides an explanation of threat mitigation and personal security that can enhance understanding of related subjects. Who is this course for? Close Protection & Security Management This Close Protection training is open to everyone. Anyone can enrol on this Close Protection course. Requirements Close Protection & Security Management To enrol in this Close Protection & Security Management Course, students must fulfil the following requirements. To join in our Close Protection Course, you must have a strong command of the English language. To successfully complete our Close Protection Course, you must be vivacious and self driven. To complete our Close Protection Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Close Protection Course Career path Close Protection & Security Management Your employment prospects in this field will be aided by this Close Protection training.

Emotional Intelligence Training Are you prepared to advance in both your personal and professional life as an expert and Emotional Intelligence professional? Or Do you want to realise your full potential, advance professionally, and enhance your relationships? Our Emotional Intelligence course and propel your success to new heights. The course on emotional intelligence consists of eight units. The first lesson in our course on emotional intelligence is a succinct Introduction to Emotional Intelligence. Comprehensive explanations of emotion, neuro linguistic programming, and biological behaviour in psychology are all included in our course on emotional intelligence. As you move through this emotional intelligence course, you'll learn more about your own motivational styles and behavioural patterns. Find Out What Emotional Intelligence Can Do for You! Enrol in an emotional intelligence training right away to benefit greatly from it in both your personal and professional life. Learning outcome You will come to know about Emotional Intelligence briefly Your understanding of NLP is strengthened by your emotional intelligence You'll be familiar with the Biological Behavior of Psychology. You'll be knowledgeable about people's behaviours, fresh knowledge, and how to inspire others. Main Course: Emotional Intelligence Free Courses are including with this Emotional Intelligence: Emotional Intelligence Course Along with The Emotional Intelligence: Emotional Intelligence Course, We Offer a free Self Esteem Course Along with The Emotional Intelligence: Emotional Intelligence Course, We Offer a free Assertiveness Skill Course Special Offers of this Emotional Intelligence: Emotional Intelligence Course This Emotional Intelligence Course includes a FREE PDF Certificate. Lifetime access to this Emotional Intelligence Course Instant access to this Emotional Intelligence Course Get FREE Tutor Support to this Emotional Intelligence Course Emotional Intelligence Training Don't pass up this chance to invest in your future and take ownership of it. Enroll in Emotional Intelligence: Emotional Intelligence today to witness the course's significant influence on both your personal and professional lives! Who is this course for? Emotional Intelligence Training Those who desire to improve their emotional intelligence can benefit from taking an Emotional Intelligence course. Requirements Emotional Intelligence Training To enrol in this Emotional Intelligence: Emotional Intelligence Training Course, students must fulfil the following requirements. To join in our Emotional Intelligence: Emotional Intelligence Course, you must have a strong command of the English language. To successfully complete our Emotional Intelligence: Emotional Intelligence Course, you must be vivacious and self driven. To complete our Emotional Intelligence: Emotional Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Emotional Intelligence Course. Career path Emotional Intelligence Training Several careers related to Emotional Intelligence: Emotional Intelligence are accessible because of this course on emotional intelligence. like as Intelligence Analyst Team Manager Teacher

Forensic Science: Forensic Science With the help of our thorough online forensic science course, you can unlock the mysteries of forensic science! Are you enthralled by the complex field of Forensic Science investigations and crime-solving? Look nowhere else! Our online forensic science course is ready to help you turn your passion into a career. Start your adventure by learning the basics of forensic science with the forensic science course. You will gain a thorough understanding of forensic science's concepts, history, and crucial function in the criminal justice system thanks to this course. Forensic science will help you grasp it if you have dreams of solving riddles, examining evidence, and aiding in the administration of justice. You can learn about the procedures used to gather and preserve critical forensic science evidence that can make or break a case. Learn how to study fire scenes, recognize accelerants, and identify the cause and origin of flames by taking this forensic science course. Our precisely designed curriculum covers all critical facets of the forensic science course, giving you a comprehensive understanding of the subject. Participate in lively conversations, interactive tests, and practical exercises with this forensic science course to solidify your knowledge and abilities. This forensic science course can be studied at your own leisure and pace. Become a student of our forensic science program today to start your exciting adventure through the fascinating field of forensic science! Realise your dream by enhancing your credentials with our Forensic Science industry-recognized certification, growing your network, and improving your employment prospects. Main Course: Forensic Science Free Courses are including with this Forensic Science: Forensic Science Course Along with The Forensic Science Course, We Offer a free Criminal Intelligence Analyst Course Along with The Forensic Science Course, We Offer a free GDPR Training Special Offers of this Forensic Science: Forensic Science Course This Forensic Science Course includes a FREE PDF Certificate. Lifetime access to this Forensic Science Course Instant access to this Forensic Science Course Get FREE Tutor Support to this Forensic Science Course Forensic Science: Forensic Science Criminal investigations and the recoverable materials are included in forensic science. Along with these topics, this forensic science course covers DNA proofing, fingerprinting, and bodily fluid analysis. Furthermore, illicit drugs and forensic toxicology are explained in Forensic Science. In addition to fire facts, forensic science lessons will cover the UK accreditation procedure. Who is this course for? Forensic Science: Forensic Science Everyone is welcome to enrol in this Forensic Science course. Requirements Forensic Science: Forensic Science To enrol in this Forensic Science : Forensic Science Course, students must fulfil the following requirements. To join in our Forensic Science Course, you must have a strong command of the English language. To successfully complete our Forensic Science Course, you must be vivacious and self driven. To complete our Forensic Science Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Forensic Science Course. Career path Forensic Science: Forensic Science People will be helped to find new careers in a variety of industries by this Forensic Science course.

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24 Hours Left! Don't Let the Winter Deals Slip Away - Enrol Now! Start feeling in control and not controlled by your emotions with our Emotional Intelligence course. Build deeper connections, navigate challenges with grace, and empower your surroundings with this Emotional Intelligence course. Use our Emotional Intelligence course as a roadmap and unlock your full potential! This Emotional Intelligence course is perfectly constructed for your personal growth. So, start your journey with this Emotional Intelligence course today and watch your life transform, along with the lives of those you love! This Emotional Intelligence Bundle Includes 4 Exclusive Courses: Course 01: Emotional Intelligence Course 02: Behaviour Management Course 03: Resilience Training Course 04: Body Language Masterclass Skills You Will Gain in this Emotional Intelligence Course Develop the excellent ability to control impulse feelings Understanding how to regulate Emotional Intelligence Develop excellent social skills Excellent understanding of own thoughts, and behaviour Ability to implement emotional intelligence in the workplace Why Prefer This Emotional Intelligence Course? Emotional Intelligence FREE certificate on Emotional Intelligence accredited by CPDQS Get instant access to this Emotional Intelligence course. Learn Emotional Intelligence from anywhere in the world Emotional Intelligence is affordable and simple to understand Lifetime access to the Emotional Intelligence course materials Emotional Intelligence comes with 24/7 tutor support Free assessments available with Emotional Intelligence Get a free student ID card! (£10 postal charge will be applicable for international delivery) with Emotional Intelligence Course Key Topics to Be Covered by This Emotional Intelligence Course: Module 01: What is Emotional Intelligence? Introduces the concept of emotional intelligence (EI), its components, and its significance in personal and professional settings, emphasizing self-awareness, self-regulation, motivation, empathy, and social skills. Module 02: Skills Focuses on the key skills associated with emotional intelligence, including emotional awareness, accurate self-assessment, and self-confidence, essential for effective interpersonal interactions. Module 03: Verbal Communication Skills Enhances verbal communication skills, emphasizing the importance of clear, empathetic, and assertive communication in building strong relationships and managing emotions effectively. Module 04: Non-Verbal Communication Skills Explores the impact of non-verbal communication, such as body language, facial expressions, and gestures, on conveying emotions and understanding others' emotional states. Module 05: Social Management and Responsibility Covers the principles of social management and responsibility, including building positive relationships, social awareness, and managing social dynamics responsibly. Module 06: Tools to Regulate Your Emotions Provides practical tools and techniques for regulating emotions, such as mindfulness, stress management, and cognitive restructuring, to maintain emotional balance and resilience. Module 07: Gaining Control Focuses on strategies to gain control over one's emotions, including developing self-discipline, impulse control, and effective coping mechanisms for stressful situations. Module 08: Business Practices (I) Discusses the application of emotional intelligence in business practices, including leadership, teamwork, and customer relations, to enhance organizational effectiveness. Module 09: Business Practices (II) Continues exploring EI in business, focusing on conflict resolution, negotiation, and creating a positive workplace culture that fosters emotional well-being. Module 10: Making an Impact Teaches how to leverage emotional intelligence to make a significant impact in personal and professional environments, enhancing influence, decision-making, and leadership capabilities. The emotional intelligence course aims to equip individuals with a deep understanding of emotions, enabling them to enhance their communication skills & emotional intelligence. CPD 10 CPD hours / points Accredited by CPD Quality Standards Module 01: What is Emotional Intelligence? 09:19 1: What is Emotional Intelligence? Preview 09:19 Module 02: Skills 02:59 2: Skills in Emotional Intelligence 02:59 Module 03: Verbal Communication Skills 02:49 3: Verbal Communication Skills 02:49 Module 04: Non-Verbal Communication Skills 02:24 4: Non-Verbal Communication Skills 02:24 Module 05: Social Management and Responsibility 02:48 5: Social Management and Responsibility 02:48 Module 06: Tools to Regulate Your Emotions 02:58 6: Tools to Regulate Your Emotions 02:58 Module 07: Gaining Control 04:04 7: Gaining Control 04:04 Module 08: Business Practices (I) 03:30 8: Business Practices (I) 03:30 Module 09: Business Practices (II) 03:16 9: Business Practices (II) 03:16 Module 10: Making an Impact 04:35 10: Making an Impact 04:35 Order Your Certificate 02:00 11: Order Your CPD Certificate 01:00 12: Order Your QLS Endorsed Certificate 01:00 Who is this course for? Emotional Intelligence Anyone interested in learning more about the topic is advised to take this Emotional Intelligence course. Requirements Emotional Intelligence Career path Emotional Intelligence Certificates Cademy certificate of completion Digital certificate - Included Will be downloadable when all lectures have been completed Certificate of completion Digital certificate - £10 Certificate of completion Hard copy certificate - £29 CPD Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)

48-Hour Knowledge Knockdown! Prices Reduced Like Never Before! Discover the truth behind popular crime dramas and the real-world skills that are needed to stop law-breakers in their tracks when you take our popular Criminal Investigator course. Media entertainment often glamorises the work of police officers and detectives, but the fact remains that thousands of hard-working and talented people devote their careers to solving crime and catching perpetrators. This Advanced Diploma in Criminal Investigator at QLS Level 7 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 180 CPD points) to make your skill development and career progression related to Criminal Investigation substantial and easier than ever! You can find out exactly how professionals perform this role by studying the contents of this tutorial. Written with the aid of industry experts, each module explains the methods and principles of investigating a crime scene and acting on criminal intelligence. You will be shown the total learning curve for expert investigation work, from collecting physical evidence to DNA analysis and understanding criminal psychology. The contents even cover the requirements for operating as a private detective and how to ensure that you adhere to the UK criminal justice system during the proceedings. Upon successful completion of the Criminal Investigation course, you will receive an instant e-certificate as proof of the comprehensive skill development and competency. Add these amazing new skills to your resume and boost your employability by simply enrolling on this Criminal Investigation course. With this comprehensive Criminal Investigation course, you can achieve your dreams and train for your ideal career. The Criminal Investigation course provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. You'll get a Free Student ID card by enrolling in this Criminal Investigation course. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. Enrolling on the Criminal Investigation course will ensure that you land your dream career faster than you thought possible. Stand out from the crowd and train for the job you want with the Criminal Investigation program. Key Topics to Be Covered by Criminal Investigation Fundamental requirements for crime investigation and detection Collecting the evidence and analysing the crime scene Understanding the use of psychology and intelligence gathering Working with the victim and learning about criminal motives Advance forensics and the UK criminal justice system Why Prefer this Criminal Investigation Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPDQS after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standards-aligned 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 *** Course Curriculum *** Here is the curriculum breakdown of this course: Module 01: Required Skills to Become a Criminal Investigation Definition of a Crime Investigator Roles and Responsibilities of a Criminal Investigation Necessary Skills of a Criminal Investigation Thinking ProcessDecision MakingThe Investigative MindsetThe Code of Ethics The Pathway to Becoming a Criminal Investigation Career as a Criminal Investigation Module 02: An Introduction to a Private Detective What is a Private Detective? Roles and Responsibilities of a Private Detective Duties of a Private Investigator Skills and Characteristics Required to be a Good Private Detective Need and Scope of Private Detective Dangers faced by Private Detective Career as a Private Detective Module 03: Criminal Intelligence An Introduction to Intelligence The intelligence process National Intelligence Model: the United Kingdom Analysis and analytical Process Module 04: Crime Scene Investigation Introduction Policy Goals and Objectives Evidence Collection Actions of the Initial Responding Officer Processing Methodology Narrative Descriptions Crime Scene Photography Module 05: Collecting and Packaging Physical Evidence Locating Physical Evidence Collecting and Packaging Physical Evidence Handling Evidence Packaging Evidence Biological Materials DNA Evidence Maintaining The Chain of Custody Obtaining Standard/Reference Samples Submitting Evidence To The Laboratory Ensuring Crime Scene Safety Module 06: Fingerprints: Your Signature Getting a Grip on Fingerprints Developing The Science: A Trip Through Fingerprint History Measuring bodies: A precursor to fingerprinting Using Ridge Patterns Grouping by arches, loops, and whorls Developing the Henry System Using Chemistry to Expose Prints Cleaning up the Print: Digital Techniques Module 07: DNA Analysis Overview The Function and Structure Of DNA DNA Identification Collection And Preservation of DNA Evidence Preparing DNA Samples For Fingerprinting Summary Module 08: Criminology and Criminal Psychology Criminology Definition of Crime Types of Crime Classification of Crime Psychology and Criminal Psychology Open Source of Information Module 09: Violent Crimes and Cyber Criminology Violence and Conflicts Crime and Social Media Why Cybercrime Occurs The Dark Web Detecting cyber attackers Threat Analysis and Prediction Module 10: Business Theft and fraud Major Types of Fraud and Corruption Identify Theft Crime in the Corporate Sector Corruption and Fraud in Policing Fraud and Corruption in Times of Disaster Module 11: Domestic Investigation and Types Defining Domestic Abuse Role of Investigators in Domestic Abuses Marital cases Divorce cases Child Abuse Elder Abuse Asset investigation Module 12: Victimology Introduction to Victimology A Constructive View Expectations of the Victim Communication of Victimisation Module 13: Dealing with Crime Overview The Investigative Function Supporting Activities Conducting Investigations Organization and Management Module 14: Tracing and Surveillance Techniques Overview Smart Visual Surveillance Gait Recognition Attribute Analysis Surveillance for Security and Defense Module 15: Effective Interrogation Techniques The Search for Truth Psychophysiological Basis of Forensic Assessment Interview vs Interrogation Question Formulation Nonverbal Behavioral Assessment Module 16: Basic Operations of Firearms Introduction Types of Firearms Ammunition Laser Sights Quality Practice Dry Practice GPS of Personal Defense Module 17: Firearms Examination Characteristics of Firearms Ammunition Firearms Evidence Gunshot Residue (GSR) Analysis Collecting Firearms Evidence Handling of Firearms Cartridge Cases Bullets Test Firing Powder Pattern Examination Module 18: Forensic Psychology Introduction Ethical Principles Forensic Science Module 19: The Criminal Justice System in England and Wales Overview What is Criminal Justice Criminal Justice: Functions and Form Criminal Justice In England and Wales Serious and Organized Crime Agency (SOCA) Aims of the Criminal Justice System Assessment Process We offer an integrated assessment framework to make the process of evaluation and accreditation for learners easier. 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 exams. CPD 180 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course does not require you to have any prior qualifications or experience. So you can enrol and start learning at your convenience. However, this could be a perfect match for, Anyone interested in this area People interested in Criminology and Criminal Science Students who have recently graduated and are looking for work Intern Lawyer planning to start practice in the criminal law court Those who want to get professional expertise in this field Existing professionals looking for a certificate Requirements This course does not require any prior knowledge; everyone may participate! This course is open to anyone interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. This 100% online course can be accessed from any internet-connected device, such as a computer, tablet, or smartphone. This Criminal Investigation course allows you to study at your own speed and grow a quality skillset. Career path The Criminal Investigation course aims to help you get the job-required know-how or even the long-awaited promotion of your dreams. With the support and proper guidance, you will learn the skills and knowledge that will help you secure a job as: Private Investigator Criminology External Fraud Analyst Internal Fraud Analyst Criminal Psychologist Certificates CPD Accredited Certificate Digital certificate - £10 Advanced Diploma in Criminal Investigator at QLS Level 7 Hard copy certificate - £139 After successfully completing the Advanced Diploma in Criminal Investigator at QLS Level 7 course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 139 GBP inside the UK 149 GBP (including postal fees) for international delivery CPD Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)

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

Unlock the dynamics of human society with Spark Generation! Dive into the realms of culture, identity, and social change. Gain a comprehensive understanding of how societies function thanks to this AS Level self-paced course provided by Spark Generation. :)

Unlock the dynamics of human society with Spark Generation! Dive into the realms of culture, identity, and social change. Gain a comprehensive understanding of how societies function thanks to this AS Level self-paced course provided by Spark Generation. :)