5011 Sciences courses in Cardiff delivered Online

Become a skilled Lab Technician with our Lab Technician Online Course. Master essential skills, laboratory techniques, and equipment operation to excel in medical lab services. Enrol now for hands-on training and earn a globally recognised CPD certificate!

Train to become a skilled Private Investigator (PI) with our comprehensive diploma. Learn essential investigative techniques, from surveillance to business setup, and start your career with confidence. Enrol today!

You are the luckiest person on earth if you haven't been subjected to bullying in your life. Almost everyone has at least once become a victim of bullying whether it be in person or online. Sometimes bullying takes things too far and it can leave a permanent scratch (trauma) in our mind. Don't you wish you knew how you could avoid being bullied or restrain the bullies? However, maybe now can do it. This course will teach you how to avoid being bullied and restrain the bullies for good. Knowing the definitions, laws, and the motives of the bullying will definitely make you more aware about it and thus you will be able to stop the bullying around you. Who is this course for? Anti-Bullying Course is suitable for anyone who want to gain extensive knowledge, potential experience, and professional skills in the related field. Requirements Our Anti-Bullying Course is open to all from all academic backgrounds and there is no specific requirements to attend this course. It is compatible and accessible from any device including Windows, Mac, Android, iOS, Tablets etc. 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 £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Anti-Bullying Course Overview 00:15:00 Defining Bullying 00:15:00 Why Bullies Do What They Do 00:15:00 Building a Shield Against Bullies 00:15:00 What to Do If It Happens to You 00:30:00 What to Do If You Witness Bullying 00:15:00 Creating an Anti-Bullying Workplace 00:15:00 The Law on Bullying 00:15:00 Mock Exam Mock Exam- Anti-Bullying Course 00:20:00 Final Exam Final Exam- Anti-Bullying Course 00:20:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Join our Horse Care - Equine Psychology course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Horse Care - Equine Psychology course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Horse Care - Equine Psychology course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! You will Learn The Following Things: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Horse Care - Equine Psychology. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-to-one support from a dedicated tutor throughout your course. Study online - whenever and wherever you want. Instant Digital/ PDF certificate 100% money back guarantee 12 months access Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement After completing the Horse Care - Equine Psychology course, you will receive your CPD-accredited Digital/PDF Certificate for £5.99. To get the hardcopy certificate for £12.99, you must also pay the shipping charge of just £3.99 (UK) and £10.99 (International). Who Is This Course for? This Horse Care - Equine Psychology is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements There is no prerequisite to enrol in this course. You don't need any educational qualification or experience to enrol in the Horse Care - Equine Psychology course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Horse Care - Equine Psychology Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Module 01: Introduction to Equine Psychology Introduction to Equine Behaviour and Psychology 00:29:00 Module 02: Equine Communicative Behaviour Equine Communicative Behaviour 00:23:00 Module 03: Reproduction and Stallion Behaviour Reproduction and Stallion Behaviour 00:36:00 Module 04: Behaviour of Foals and Ponies Behaviour of Foals and Ponies 00:23:00 Module 05: Training Horses Training Horses 00:26:00 Module 06: Horse-Human Relationships Horse-Human Relationships 00:19:00 Module 07: Equines Environmental and Social Behaviour Equines Environmental and Social Behaviour 00:22:00 Module 08: Equine Locomotive Behaviour Equine Locomotive Behaviour 00:25:00 Module 09: Unusual and Problematic Behaviour Unusual and Problematic Behaviour 00:31:00

Overview This Data Center Training Essentials: Power & Electrical course will unlock your full potential and will show you how to excel in a career in Data Center Training Essentials: Power & Electrical. So upskill now and reach your full potential. Everything you need to get started in Data Center Training Essentials: Power & Electrical is available in this course. Learning and progressing are the hallmarks of personal development. This Data Center Training Essentials: Power & Electrical will quickly teach you the must-have skills needed to start in the relevant industry. In This Data Center Training Essentials: Power & Electrical Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Data Center Training Essentials: Power & Electrical skills to help you advance your career. Acquire a comprehensive understanding of various Data Center Training Essentials: Power & Electrical topics and tips from industry experts. Learn in-demand Data Center Training Essentials: Power & Electrical skills that are in high demand among UK employers, which will help you to kickstart your career. This Data Center Training Essentials: Power & Electrical course covers everything you must know to stand against the tough competition in the Data Center Training Essentials: Power & Electrical field.  The future is truly yours to seize with this Data Center Training Essentials: Power & Electrical. Enrol today and complete the course to achieve a Data Center Training Essentials: Power & Electrical certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Data Center Training Essentials: Power & Electrical course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Data Center Training Essentials: Power & Electrical course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Data Center Training Essentials: Power & Electrical course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Data Center Training Essentials: Power & Electrical is suitable for anyone aspiring to start a career in Data Center Training Essentials: Power & Electrical; even if you are new to this and have no prior knowledge on Data Center Training Essentials: Power & Electrical, this course is going to be very easy for you to understand.  And if you are already working in the Data Center Training Essentials: Power & Electrical field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Data Center Training Essentials: Power & Electrical course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Data Center Training Essentials: Power & Electrical course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Data Center Training Essentials: Power & Electrical course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Data Center Training Essentials: Power & Electrical course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Data Center Training Essentials: Power & Electrical Course Promo 00:03:00 Module 01: Introduction to Data Center 01:04:00 Module 02: Data Center: Voltage and Components 01:26:00 Module 03: Data Center: UPS Systems 00:48:00 Module 04: Data Center: Power Distribution Units 00:53:00 Module 05: Data Center: Conductor, Conduits and Breakers 00:55:00

What is this webinar about? (indicative) Phobias relate to intense fear or anxiety when exposed to specific objects or situations. They are very different to common childhood fears and can be a source of distress and restriction in adults. This workshop will look at specific techniques used in the contemporary treatment of specific phobias. Key Topics (indicative) Contexts DSM-5 and NICE frameworks Development of Phobias Treatment Exposure Based Treatments and Fear Hierarchies for Specific Phobia Safety Behaviours in Specific Phobias Particular Phobias Emetophobia Hemophobia Fear of Flying Summary and Review The workshop assumes no prior specialist knowledge of specific phobias What previous delegates have said about this workshop. A great overview of phobias. Very helpful to see a proposed treatment plan, learn about the processes involved with feared responses and have practical strategies also. I look forward to putting these into practice next week in CBT sessions! This is a fantastic workshop. Very practical. I now feel competent and confident working with clients who have different phobias and their treatment methods. Thank you Useful practical techniques for dealing with phobias in the therapy room Practical CBT lives up to its name again. Practical techniques and important facts you can put to use straightaway. Who is leading this webinar? Professor Patrick McGhee is a CBT therapist, psychologist and UK National Teaching Fellow. Educated at the universities of Glasgow and Oxford, he has completed CPD programmes at Harvard Business School and Ashridge. In 2017 he was a Visiting Fellow/Scholar at the universities of Cornell, Yale and MIT in the USA. He has taught, researched or practised in psychology and therapy for 30 years. His first post was a Research Fellow in Psychiatry and Psychology at St George's Hospital Medical School, University of London. He is the author of Thinking Psychologically (Palgrave) and co-editor of Accounting for Relationships (Methuen). He is an occasional columnist for the Guardian, the BBC and the Times Higher. He currently works in private practice in Greater Manchester. He has full accreditation from the British Association for Behavioural and Cognitive Psychotherapists.

*** Limited Time Exclusive Bundle *** Tired of browsing and searching for the course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this 14-in-1 extensive bundle that has everything you need to succeed in Health and Safety and other relevant fields! After surveying thousands of learners just like you and considering their valuable feedback, this all in one bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand course that will enhance your skills and prepare you for the competitive job market. Also, our experts are available for answering your queries and help you along your learning journey. Advanced audiovisual learning modules of these courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in Health and Safety, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Health and Safety Bundle Consists of the following Premium courses: Course 01: Workplace Health and Safety Diploma Course 02: Compliance & Business Risk Management Course 03: Mental Health Laws and Awareness - Level 2 Course 04: Human Rights Course 05: Coronavirus (COVID-19) Awareness Course 06: Driver Safety Awareness Certificate Course 07: Manual Handling Level 2 Course 08: Level 2 Food Hygiene and Safety Course Course 09: Diploma in Substance Misuse Course 10: RIDDOR Training Course 11: Motivation Skills Course 12: Personal Hygiene Course 13: First Aid Training Course 14: Positive Psychology Masterclass Benefits you'll get choosing Apex Learning: One payment, but lifetime access to 14 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Gain valuable experience without leaving your home How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. Curriculum of Health and Safety Bundle Course 01: Workplace Health and Safety Diploma Module 01 : Health and Safety at Work and the Laws Module 02 : Managing for Health and Safety Module 03 : Risk Assessment and Common Risks Module 04 : Workplace Health, Safety and Welfare Module 05 : Accidents and Ill Health at Work Module 06 : Electrical, Fire and Gas Safety Module 07 : Safety in Different Work Settings Module 08 : Work Equipment Hazards and Risk Control Module 09 : Other Health and Safety Hazards at Work Course 02: Compliance & Business Risk Management Module 1: Introduction to Compliance Module 2: Five basic elements of compliance Module 3: Compliance Management System (CMS) Module 4: Compliance Audit Module 5: Compliance and Ethics Module 6: Risk and Types of Risk Module 7: Introduction to Risk Management Module 8: Risk Management Process Course 03: Mental Health Laws and Awareness - Level 2 Module 01: The Mental Capacity Act Module 02: Interface with Legislation, Policy and Procedures Module 03: Deprivation of Liberty Safeguards Module 04: The Mental Capacity Act (2005) and Deprivation of Liberty Safeguards During a Pandemic Module 05: Mental Health Legislation and Services Module 06: Liberty Protection Safeguards (LPS) Course 04: Human Rights Module 1: Basic Concept of Freedom and Human Rights Module 2: Classification of Human Rights Module 3: Women's and Children's Right Module 4: Various Aspects of Freedom Module 5: Various International Human Rights Organisations Course 05: Coronavirus (COVID-19) Awareness Introduction to COVID-19 Understanding of Covid-19 as a Pandemic and How It Is Related to Zoonotic Diseases Like SARS and MERS The Strike of Pandemic Around the World and Great Britain Effects of Covid-19 on Human Life Diagnosis and Treatment Preventions and Social Measures to Be Taken Artificial Intelligence, Data Science and Technological Solutions against Covid-19 Course 06: Driver Safety Awareness Certificate Introduction to Safe Driving Reading the Signals and Marks on the Road Pre-Journey Safety Check (Vehicle and Driver) Safe Driving Tactics for Driving in the UK Driving in Poor Condition Driving and Human Health In the Events of Accidents and Breakdowns Laws and Policies Involving Road Safety Course 07: Manual Handling Level 2 Introduction, Legislation and Guidance Manual Handling Hazards and Injuries Manual Handling Risk Assessments Controlling and Reducing the Risks Safe Lifting Techniques Course 08: Level 2 Food Hygiene and Safety Course Introduction to Food Hygiene Legislation and Food-borne Illness Types of Food Safety Hazards Hazard Control Measures and Refrigeration Food Handlers Personal Hygiene Cleaning and Disinfection Course 09: Diploma in Substance Misuse Module 1: Substance Misuse and Outreach Worker Module 2: Substances: Drugs, Alcohol and Others Module 3: Abuses of Substance Misuse Module 4: Why People Use Drug and Alcohol? Module 5: The Nature of Substance Misuse: Biological, Psychological and Social Perspectives Module 6: Understand Possible Causes of Substance and Drug Abuse Module 7: Implementing Substance Use Policy Module 8: Effects of Drugs on the Body and Mind Module 9: Enhancing Assessment and Treatment of Substance Misuse Module 10: Health Consideration Module 11: Specific Treatment Situations Module 12: Substance Misusers: Children Module 13: Risk Factors Module 14: Pharmacological Agents Used in the Management of Substance Misuse Problems Module 15: Planning and Implementing a Practice Improvement Subject Module 16: Prevention and Awareness Module 17: Substance Use Capabilities Across All Level of Social Work Module 18: Career Consultancy Course 10: RIDDOR Training Module 1: Health and Safety at Work and the Laws Module 2: Managing for Health and Safety Module 3: Risk Assessment and Common Risks Module 4: RIDDOR Course 11: Motivation Skills Introduction Motivational Skills Motivational Strategies Conclusion Course 12: Personal Hygiene Module 01: Introduction to Personal Hygiene and a Brief History Module 02: Looking Clean, Smelling Clean Module 03: Improving and Maintaining Oral Health Module 04: Care of the Eyes Module 05: Ear Care Secrets Module 06: Foot & Nail Care in Personal Hygiene Module 07: Hair Care Hygienic Ways Module 08: Hygienic Approach to Skin Care Module 09: Maintain Good Toilet Hygiene Module 10: Potential Hygiene Guidelines Module 11: Personal Hygiene During Coronavirus Pandemic Course 13: First Aid Training Introduction to Workplace First Aid Legal Framework for Workplace First Aid Incident Management at Work Primary Survey Secondary Survey Basic First-Aid Techniques Dealing with Minor Injuries at the Workplace Secondary Illness Loss of Responsiveness and CPR Secondary Illness Breathing Problems Secondary Illnesses and Injuries Dealing With Fractures and Dislocations Call for an Emergency Course 14: Positive Psychology Masterclass Section 01: Turn Negativity into Positivity Section 02: Turn Anxiety & Frustrations into Positivity Section 03: Turn Surviving Into Thriving Section 04: Create a Positive Mental Aptitude Section 05: Master the Top Six Positivity Traits Section 06: Turn Adversity into Resilience Section 07: Master Your Grit Scale Section 08: Turn Physical Dexterity into Positive Psychology Section 09: Set Positive Boundaries Section 10: Become More Genuine and Authentic Section 11: Live Out Giving First Section 12: Detach Yourself from the End Result CPD 140 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Health and Safety bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Health and Safety 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 Having these various expertise will increase the value in your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included

Overview Gain a fascinating insight into the mind of a criminal and learn to harness your knowledge to create a lucrative career out of Criminal Psychology. This Criminal Psychology Course Level 2 course will teach you how to explore and anticipate illegal activity and use that skills to prevent or solve criminal acts. The comprehensive course delivers a wealth of information about the origins of illicit behaviour and the different types of crime that can result from it. You will also be taught how mental illness can contribute to lawlessness and why violence is so prevalent in some areas. It could launch you into a new career or obsession. ** Completing this course does not imply that you are qualified to work as a Practitioner Psychologist. If you are seeking a course that fits the HCPC's standards, please contact the HCPC or the RCSLT. ** 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 Criminal Psychology Course Level 2. It is available to all students, of all academic backgrounds. Requirements Our Criminal Psychology Course Level 2 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 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 Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 2 sections • 7 lectures • 02:17:00 total length •Module 01: Understanding Criminal Psychology: 00:28:00 •Module 02: Influence of Mental Disorders: 00:23:00 •Module 03: Classification of Crime: 00:15:00 •Module 04: Forensic Science: 00:30:00 •Module 5: Victimology: 00:20:00 •Module 6: The Criminal Justice System in England and Wales: 00:16:00 •Assignment - Criminal Psychology Course Level 2: 00:05:00

Overview This comprehensive course on Data Science & Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with Python 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 Data Science & Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with Python 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 2 sections • 90 lectures • 10:24:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:08:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:07:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00

Overview This comprehensive course on Computer Science With Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Computer Science With Python 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 Computer Science With Python. It is available to all students, of all academic backgrounds. Requirements Our Computer Science With Python 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 5 sections • 152 lectures • 04:54:00 total length •Introduction: 00:03:00 •Quiz 1: 00:02:00 •Quiz 1 Solution: 00:01:00 •What is Programming: 00:03:00 •Quiz 2: 00:01:00 •Quiz 2 Solution: 00:01:00 •Meeting the interpreter and Problem Quiz 3: 00:01:00 •Quiz 3 solution: 00:01:00 •Congratulations: 00:01:00 •Why programming and Quiz 4: 00:02:00 •Quiz 4 Solution: 00:03:00 •Grammar and Python Rules: 00:04:00 •Backus Naur Form: 00:03:00 •Quiz 4 part 2: 00:01:00 •Quiz 4 part 2 Solution: 00:01:00 •Python Grammar and Quiz 5: 00:05:00 •Quiz 5 Solution: 00:03:00 •Quiz 6: 00:01:00 •Quiz 6 Solution: 00:02:00 •Processors: 00:02:00 •Introducing Variables: 00:05:00 •Variables Quiz 7: 00:02:00 •Variables Can Vary: 00:03:00 •Variables Quiz 8: 00:01:00 •Quiz 8 Solution: 00:01:00 •Variables Quiz 9: 00:01:00 •Quiz 9 Solution: 00:01:00 •Variables Quiz 10: 00:01:00 •Quiz 10 Solution: 00:03:00 •Introducing Strings: 00:04:00 •Using Strings Quiz 11: 00:01:00 •Quiz 11 Solution: 00:03:00 •Strings and Numbers - String Concatenation Quiz Solution: 00:03:00 •String indexing: 00:02:00 •Quiz 13: 00:01:00 •Quiz 13 Solution: 00:03:00 •String subsequences: 00:04:00 •String subsequences quiz 14: 00:01:00 •Quiz 14 solution: 00:02:00 •Understanding selection quiz 15: 00:01:00 •Quiz 15 solution: 00:04:00 •Finding string in string quiz 16: 00:04:00 •Quiz 16 solution: 00:02:00 •Testing and quiz 17: 00:02:00 •Quiz 17 solution: 00:03:00 •Find With Parameter Quiz 18: 00:02:00 •Quiz 18 solution: 00:01:00 •Extracting links from a web page Quiz 19: 00:03:00 •Extracting links from a web page Quiz 19 Solution: 00:02:00 •Final Quiz: 00:01:00 •Final Quiz Solution: 00:02:00 •Congratulations: 00:01:00 •Unit Overview: 00:03:00 •Procedural Abstraction: 00:03:00 •Introducing Procedures: 00:04:00 •Procedure code quiz 1: 00:04:00 •Quiz 1 Solution: 00:01:00 •Output and quiz 2: 00:01:00 •Quiz 2 Solution: 00:02:00 •Return Statement and Quiz 3: 00:03:00 •Quiz 3 solution: 00:02:00 •Inc Procedure Quiz 4: 00:01:00 •Quiz 4 Solution: 00:01:00 •Sum Procedure and Quiz 5: 00:01:00 •Quiz 5 Solution: 00:02:00 •Sum procedure with a return statement: 00:02:00 •Square procedure quiz 6: 00:01:00 •Quiz 6 Solution: 00:02:00 •Sum 3 Quiz 7: 00:01:00 •Quiz 7 Solution: 00:02:00 •Double string procedure quiz 8: 00:01:00 •Quiz 8 Solution: 00:01:00 •Find second quiz 9: 00:02:00 •Quiz 9 Solution: 00:02:00 •Equality Comparison Quiz 10: 00:04:00 •Quiz 10 Solution: 00:01:00 •If statement quiz 11: 00:03:00 •Quiz 11 Solution: 00:03:00 •Is friend quiz 12: 00:02:00 •Quiz 12 solution: 00:02:00 •Is friend quiz 13: 00:02:00 •Quiz 13 Solution: 00:02:00 •The Or construct: 00:03:00 •Quiz 14 solution: 00:06:00 •While loop quiz 15: 00:05:00 •Quiz 15 solution: 00:03:00 •While loop quiz 16: 00:01:00 •Quiz 16 solution: 00:02:00 •Print numbers quiz 17: 00:01:00 •Quiz 17 solution: 00:02:00 •Factorial quiz 18: 00:02:00 •Quiz 18 solution: 00:02:00 •Break quiz 19: 00:04:00 •Quiz 19 solution: 00:03:00 •Quiz 20: 00:05:00 •Quiz 20 Solution: 00:01:00 •No links quiz 21: 00:01:00 •Print all links quiz 21 solution: 00:03:00 •Final Quiz: 00:01:00 •Final Quiz Solution: 00:02:00 •Unit Overview: 00:03:00 •Stooges and quiz 1: 00:01:00 •Quiz 1 Solution: 00:01:00 •Countries quiz: 00:01:00 •Quiz 3 solution: 00:01:00 •Relative Size Quiz: 00:01:00 •Quiz 4 Solution: 00:01:00 •Lists Mutation: 00:01:00 •Different Stooges quiz: 00:01:00 •Quiz 5 Solution: 00:01:00 •Secret Agent Man Quiz: 00:01:00 •Replace Spy Quiz: 00:01:00 •Quiz 7 Solution: 00:03:00 •Python List Addition and Length: 00:02:00 •List Operations In Python: 00:02:00 •Python lists length quiz: 00:01:00 •Quiz 8 Solution: 00:01:00 •Append Quiz: 00:01:00 •Hard drive quiz: 00:01:00 •Quiz 11 Solution: 00:01:00 •Python Loops on Lists Quiz: 00:02:00 •Quiz 12 solution: 00:02:00 •Python For loops: 00:03:00 •Sum List Quiz: 00:01:00 •Measure a String Quiz: 00:01:00 •Find Element Quiz: 00:02:00 •Quiz 15 solution: 00:04:00 •Quiz 16 solution: 00:01:00 •Python Union Procedure Quiz: 00:01:00 •Quiz 17 solution: 00:01:00 •Pop in Python Quiz 18: 00:02:00 •Quiz 18 solution: 00:03:00 •Collecting Links: 00:01:00 •Get All Links: 00:02:00 •Starting Get All Links Quiz: 00:01:00 •Quiz 19 solution: 00:01:00 •Updating Links Quiz: 00:01:00 •Quiz 20 Solution: 00:01:00 •Finishing Get All Links Quiz: 00:01:00 •Quiz 21 Solution: 00:01:00 •Finishing the Python Web Crawler: 00:03:00 •Crawling Process Quiz: 00:01:00 •Quiz 22 Solution: 00:01:00 •Crawl Web Quiz: 00:01:00 •Quiz 23 Solution: 00:01:00 •Crawl Web Loop Quiz: 00:01:00 •Quiz 24 Solution: 00:02:00 •Crawl If Quiz: 00:01:00 •Quiz 25 Solution: 00:01:00 •Finishing Crawl Web and Final Quiz: 00:02:00 •Final Quiz Solution & Conclusion: 00:03:00 •Assignment - Computer Science With Python: 00:00:00