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This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms. Python Machine Learning 2-day Course Prerequisites: Basic knowledge of Python coding is a pre-requisite. Who Should Attend? This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn. Practical: We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms. Course Outline: Supervised Machine Learning: Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine Regression Algorithms: Linear, Polynomial Unsupervised Machine Learning: Clustering Algorithms: K-means clustering, Hierarchical Clustering Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA) Association Machine Learning Algorithms: Apriori, Euclat Other machine learning Algorithms: Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting Reinforcement learning Algorithms: Q-Learning Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN) Data Exploration and Preprocessing: The first part of a Machine Learning project understands the data and the problem at hand. Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy. What is included in this Python Machine Learning: Python Machine Learning Certificate on completion Python Machine Learning notes Practical Python Machine Learning exercises and code examples After the course, 1 free, online session for questions or revision Python Machine Learning. Max group size on this Python Machine Learning is 4. Refund Policy No Refunds

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Do you want to improve your knowledge of animal behaviour? With the Animal Behaviour and Psychology course, you may pick the brains of industry experts. Joining this animal psychology course will provide you access to a well-prepared curriculum as well as opportunities to enhance your career in Animal Behaviour. The bundle provides the core information required to analyse animal activities correctly and how they react to their surroundings. Our Animal Behaviour and Psychology course will offer you good certification for animal welfare or protection tasks. It will ensure that you are considered for meaningful employment in an animal shelter, conservation area, or training centre. Courses included in this Animal Behaviour and Psychology Complete Bundle are: Course 01: Animal Behaviour and Psychology Level 2 Course 02: Online Dog Training, Dog Health and Behaviour - Level 3 Course 03: Horse Care and Stable Management Course 04: Cat Behaviour and Healthcare Diploma Course 05: Veterinary Assistant Diploma Course 06: Dog Training - Natural Remedies for Health & Dog Training Course 07: Training for Puppies Course 08: Dog Training - Stop Dog Barking Course 09: Pet Business Course Course 10: Coronavirus (COVID-19) Awareness Course 11: Time Management Skills You Will Gain: After completing the bundle, you will be able to enrich your knowledge on- Understand animal psychology, food habits and behavioural patterns Learn how to deal with horses, dogs, cats, rabbits and other pet animals Develop horse care and management skills - know how to control a horse Acquire the knowledge to take proper care of dogs, horses, cats etc. Know your responsibilities as an animal carer and ultimate trainer Learn the way to communicate and better understand animal behaviour Provide dog training - be a puppy trainer, stop dog barking, etc. Understand the food and nutrition facts for domestic and exotic animals Gain career insights on animal care and pet business - start your own business 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 (Previously it was £10 * 11 = £110) 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 inside the U.K. is Free. International students have to pay a £3.99 postal charge. The bundle deliver the fundamental knowledge needed to successfully analyse the actions of animals and how they react to the environment around them. Our Animal Behaviour and Psychology course will provide excellent certification for roles involving animal welfare or protection and guarantee you consideration for meaningful work in an animal shelter, conservation area, or training centre. This course is divided into multiple modules, each covering a different aspect of animal behaviour. Starting with their basic animal health and nutrition to animal psychology. With this unique course, students can gain in-depth information on everything relevant to animal behaviour. Curriculum: Course 01: Animal Behaviour and Psychology Level 2 Module 01 Introduction to The Care and Animal Welfare of All Species Module 02 Basic Animal Health & Nutrition Module 03 Hygiene and First Aid for Animal Module 04 Getting to know the Dogs & Puppies Module 05 Getting to know the Kittens and Cats Module 06 Learning about Horses Module 07 Learning about Birds Module 08 Specific Information on Rabbits & Guinea-Pigs Module 09 Specific Information on Ornamental Fish Module 10 Specific Information on Reptiles Module 11 Animal Psychology Course 02: Online Dog Training, Dog Health and Behaviour - Level 3 Module 01: The Proof Is In The Pudding Module 02: Here's What You'll Get From This Course Module 03: Feeding Time - Aggression and Stealing Food Module 04: The Right Way To Greet A Dog And Stop Jumping Up Module 05: Separation Anxiety Module 06: Dog Language - What They're Really Saying! Module 07:The Answers To 10 Popular Dog Questions You Are Likely To Be Asked Module 08: The Answers To 10 Common Puppy Training Questions That You'll Likely To Be Asked Module 09: Dog Training Consultations With Clients Course 03: Horse Care and Stable Management Module 01: Introduction to Stable Management Module 02: Environment Module 03: Diet Module 04: The Healthy Horse Module 05: Nursing the Sick Horse Module 06: Tethering Module 07: Plants Poisonous to Horses Module 08: Zoonotic and Notifiable Diseases Module 09: Pre-purchase Vetting Module 10: Yard Work and Riding Out Module 11: Health and Safety Module 12: Manure Management Module 13: Travelling Horses Course 04: Cat Behaviour and Healthcare Diploma Introduction Cat Behavior Issue Module 1: Scratching Behavior Module 2: Interact Aggression Module 3: Attention Seeking Behavior Module 4: Petting Induced Aggression Module 5: Redirected Aggression Module 6: Separation Anxiety Module 7: Obsessive-Compulsive Disorder (OCD) Module 8: Urine Marking Module 9: Excessive Vocalisation Module 10: Spilling Water Module 11: Destructive Chewing Module 12: Fear in Cats Module 13: Play Aggression Cat Health Problem Module 1: Seizures Module 2: Obesity Module 3: Hearing Loss Module 4: Feline Cognitive Dysfunction (FCD) / Memory Loss Module 5: Urinary Incontinence Module 6: Arthritis / Joint Pain Module 7: Vision Loss Module 8: Diabetes Module 9: Cancer Module 10: Dental Diseases Module 11: Fatty Liver Disease Module 12: Heart Diseases Module 13: Hyperthyroidism Module 14: Kidney Diseases Module 15: Lactose Intolerance Module 16: Feline Distemper Disease (Vaccination) Module 17: Rabies Conclusion: Ways to Boost Immunity of your Cat Course 05: Veterinary Assistant Diploma Module 01: The Development of Veterinary Medicine Module 02: Naming And Classifying Animals Module 03: The Cell Module 04: Tissues Module 05: Connective Tissue Module 06: Muscle Tissue and Nervous Tissue Module 07: Tissue Healing And Repair Module 08: The Skin Module 09: Bone Module 10: The Skeleton Module 11: Describing Disease Occurrence Module 12: Cardiovascular System Module 13: Respiratory System and Lymphatic System Module 14: The Gut and Digestion Module 15: Urinary System and Reproductive System Module 16: Nervous System, Senses and Endocrine System Module 17: Nutrients Module 18: Metabolism Course 06: Dog Training - Natural Remedies for Health & Dog Training Meet Me And 'The Boys' This Is Where It All Started... This Is What You'll Get From This Course Important - Please Read This The Power Of Herbs - Top 10 Herbs For Dogs Homeopathic Remedies For Dogs Aromatherapy Remedies For Dogs Bach Flowers For Dogs Additional Goodies For Dogs Natural First Aid Kit For Dogs Finding A Local Homeopathic/Holistic Vet Near You Course 07: Training for Puppies Module 01: The Proof Is In The Pudding - This Is What People Say Module 02: Here's What You'll Get From This Course Module 03: How To Choose The Right Puppy For You And Getting Ready To Bring Them Home Module 04: The 4 Top Puppy Problems Answered Module 05: More Puppy Questions Answered Course 08: Dog Training - Stop Dog Barking The Proof Is In The Pudding - This Is What People Say Here's What You'll Get From This Course Front Door Barking Back Garden/Yard Barking Barking At Cats When Out Or In The Back Garden/Yard Dogs Who Bark At And Are Fearful Of Men (Or Women) Do You Need Help With Other Unwanted Behaviors? This Will Help. Course 09: Pet Business Course Module 01: Introduction Module 02: Legal Requirements Module 03: Running Your Own Business Module 04: Marketing Module 05: Setting Your Prices Module 06: Business Costs Module 07: Forms & Record Keeping Module 08: Pre-Service Visit Module 09: Difficulties & Challenges Course 10: 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 11: Time Management Module 01: Identifying Goals Module 02: Effective Energy Distribution Module 03: Working with Your Personal Style Module 04: Building Your Toolbox Module 05: Establishing Your Action Plan CPD 115 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Animals Behaviour and Psychology course is suitable for: Individuals who are interested in learning about animal behaviour and psychology Animal lovers and animal welfare advocates who want to understand how animals think, feel, and behave Professionals who work with animals, such as zookeepers, animal trainers, and pet groomers Veterinarians, veterinary nurses, and animal welfare officers Individuals who are interested in pursuing a career in animal behaviour and psychology Students who are studying biology, zoology, veterinary medicine, or a related field Pet owners who want to understand more about their pet's behaviour and improve their relationship with their pet Requirements This Animal Behaviour and Psychology course has been designed to be fully compatible with tablets and smartphones. Career path Animal Care Worker (£14,000 to £24,000) Animal Technician (£17,000 to £28,000) Veterinary Physiotherapist (£24,000 to £48,000) Vet (£30,000 to £50,000) RSPCA Inspector (£19,250 to £30,000) Certificates Certificate of completion Digital certificate - Included

Basic Python 3.9 has been designed by industry experts to provide learners with everything they need to enhance their skills and knowledge in their chosen area of study. Enrol on the course today, and learn from the very best the industry has to offer! This best selling Basic Python 3.9 has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth course is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Basic Python 3.9 is CPD-accredited, so you can be confident you're completing a quality training course which will boost your CV and enhance your career potential. This course is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Basic Python 3.9 , you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Basic Python 3.9 will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Basic Python 3.9 to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.

Higher Order Functions in Python Level 03 has been designed by industry experts to provide learners with everything they need to enhance their skills and knowledge in their chosen area of study. Enrol on the course today, and learn from the very best the industry has to offer! This best selling Higher Order Functions in Python Level 03 has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth course is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Higher Order Functions in Python Level 03 is CPD-accredited, so you can be confident you're completing a quality training course which will boost your CV and enhance your career potential. This course is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Higher Order Functions in Python Level 03, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Higher Order Functions in Python Level 03 will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Higher Order Functions in Python Level 03 to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.

Course Overview Are you looking to secure a career in Python programming or software engineering? The Python Programming course will take you from beginner to expert in this programming language in no time, with step-by-step instructor-led guidance. Through audiovisual training, you will develop your data analysis, programming and coding skills, learning how to perform a wide range of tasks. It will teach you how to get set up on Mac OS X, Linux, and Ubuntu, best practices for string formatting, handling exceptions, and much more. This course is open to anyone who wants to learn Python programming from the basics to an advanced level. Enrol as a part-time or full-time student today and gain the skills to become a Python programming pro. This best selling Python Programming has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Python Programming is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Python Programming is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Python Programming is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Python Programming, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Python Programming will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Python Programming to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

The innovative Python Programming Beginner to Expert Course has been compiled with the assistance and expertise of industry professionals. It has been carefully crafted to meet the business requirements needed for an outstanding contribution to this role and the career path beyond it. By enrolling in this tutorial, a significant advantage can be gained by the student for securing their dream job and building an excellent reputation in this sector.  This popular Python Programming Beginner to Expert Course has been designed to help dedicated individuals train to become the absolute best in this business field. Many other entrepreneurs and talented students have already completed this course, and others like it, empowering them to move onto satisfying and rewarding careers. This unique Python Programming Beginner to Expert Course course is perfectly suited for those dedicated and ambitious individuals who are committed to genuinely becoming the best in the business.  The Python Programming Beginner to Expert Course is recognised and accredited by CPD standards, so all contents are guaranteed to be accurate and reputable, adding valuable competencies and qualifications to a CV, making anyone stand out from other potential candidates or business rivals. For added convenience, the Python Programming Beginner to Expert Course consists of a range of educational modules that allow study sessions to be organised at any time and any place When the final assessment of the Python Programming Beginner to Expert Course has been completed, a certificate of completion is supplied to evidence newly acquired skills and knowledge. This will provide a significant boost for job-seeking or entry into a new and exciting career path. The valuable qualification from the Python Programming Beginner to Expert Course course can help to make all the difference in a dynamic employment sector and can also be validated on our website. We are aware that a student's lifestyles and work ethics may not allow much time for a dedicated study session, so the Python Programming Beginner to Expert Course has been specifically designed to be taken at a personally selected pace, and the hours that are suited to each individual. Full access is immediately available after registration, and this can be achieved via any online device, and at any global location you are sighted at. Our fully-trained tutors are committed to helping you throughout the course, and will instantly respond to any queries that are sent to them via email.

Data-Informed Decision Making in Projects: On-Demand Project management professionals constantly need to make project decisions that could be decisive for the outcome of their projects but often do not have sufficient information available to confidently make decisions. As a result, projects are increasingly falling short of delivering on their promises, requiring, more than ever, a data-informed approach to decision-making in the area of project delivery and management. The rapid growth of data comes with various challenges though, which consequently needs consideration of various critical factors for a successful implementation of a data-informed decision-making process in organizations and projects. What You Will Learn At the end of this program, you will be able to: Describe and understand the relevant methods and techniques to identify, acquire, and analyze relevant data points for decision making in projects Articulate analytical questions to focus on the real problems Identify potential shortfalls and gaps in project decision-making and apply actions to mitigate them Introduction to Data-Informed Decision Making The different types of decisions in projects Data-informed decision-making framework Shortcomings with traditional decision-making models Understanding the value of data for project delivery Issues in project management and how data can help solve them The DIKW Pyramid (Data, information, knowledge, wisdom) Types of data in projects Applying Data Analytics Understanding Data Analytics Levels of Data Analytics Data-Informed vs. Data-Driven Challenges and How to Address Them Project data availability and collection Data quality Behavioral blockers and bias Skills and Techniques Data literacy and data fluency Communicating for informed decision-making Monitoring and evaluating project decisions Implementing Data-Informed Decision Making Decision-making strategy and governance Project data culture Continuously improving decision quality Future Outlook for Decision-Making in Projects Data and AI Digital Decisioning

Data-Informed Decision Making in Projects: On-Demand Project management professionals constantly need to make project decisions that could be decisive for the outcome of their projects but often do not have sufficient information available to confidently make decisions. As a result, projects are increasingly falling short of delivering on their promises, requiring, more than ever, a data-informed approach to decision-making in the area of project delivery and management. The rapid growth of data comes with various challenges though, which consequently needs consideration of various critical factors for a successful implementation of a data-informed decision-making process in organizations and projects. What You Will Learn At the end of this program, you will be able to: Describe and understand the relevant methods and techniques to identify, acquire, and analyze relevant data points for decision making in projects Articulate analytical questions to focus on the real problems Identify potential shortfalls and gaps in project decision-making and apply actions to mitigate them Introduction to Data-Informed Decision Making The different types of decisions in projects Data-informed decision-making framework Shortcomings with traditional decision-making models Understanding the value of data for project delivery Issues in project management and how data can help solve them The DIKW Pyramid (Data, information, knowledge, wisdom) Types of data in projects Applying Data Analytics Understanding Data Analytics Levels of Data Analytics Data-Informed vs. Data-Driven Challenges and How to Address Them Project data availability and collection Data quality Behavioral blockers and bias Skills and Techniques Data literacy and data fluency Communicating for informed decision-making Monitoring and evaluating project decisions Implementing Data-Informed Decision Making Decision-making strategy and governance Project data culture Continuously improving decision quality Future Outlook for Decision-Making in Projects Data and AI Digital Decisioning

Learning Outcomes Get an introduction to Python programming Know how to do conditional branching with Python Deepen your knowledge of importing external/internal libraries in Python Learn about project rock, paper and scissors as well as strings operation, time and date in Python Acquire more knowledge about data storage structures, tuples, lists and dictionary Enhance your understanding of import tricks, import operating systems and platforms and exception handling in Python Learn how to instal Packages and Scheduling in Python Description Python is a highly multi-purposeful still easy-to-understand programming language, which is why it is more adaptable all over the world. Whether to make a web application in data science, software engineering, mobile app development, or artificial intelligence - every industry uses Python to accomplish its work. Therefore, if you are planning to pursue a career in these sectors, develop your Python skills with the Diploma In Python Programming course. We made this course with an aim of enhancing your programming language skills in Python and making you job ready. Therefore, this course includes some easy-to-digest modules on topics such as - conditional branching with Python, writing user functions in Python, file handling, reading and writing using Python and many more. Moreover, we will introduce you to the procedure of data storage structures, tuples, lists and dictionaries through Python. Further topics will be discussed in the modules for which you need to enrol in our comprehensive course. So, join this course now to acquire the exclusive knowledge of Python and a CPD certificate of achievement after completing this course. Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post. Method of Assessment After completing this course, you will be provided with some assessment questions. To pass that assessment you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. Career path After finishing this course you will get the expertise to aim for a career in the following positions: Web Developer Software Engineer Data Scientist Machine Learning Engineer Data Analyst Course Content Unit 01: Introduction to Python Programming Module 01: Course Introduction 00:02:00 Unit 02: Getting Started with Python Module 01: Software Installation 00:02:00 Module 02: Hello World Program 00:06:00 Module 03: Input and Output 00:07:00 Module 04: Calculating Average of 5 Numbers 00:03:00 Unit 03: Conditional Branching with Python Module 01: If Loop In Python 00:06:00 Module 02: Program Using If Else part 1 00:03:00 Module 03: Program Using If Else part 2 00:08:00 Module 04: Program for Calculator 00:02:00 Module 05: Program Using For Loop 00:08:00 Module 06: For Table 00:05:00 Module 07: For loop and Mathematical Operator in Python 00:04:00 Module 08: Factorial of Number Using Python 00:06:00 Module 09: Program Using While 00:05:00 Module 10: While Loop Example 00:07:00 Module 11: Tasks for Practice 00:02:00 Unit 04: Importing external/internal library in python Module 01: Importing Library in Python 00:07:00 Unit 05: Project Rock Paper and Scissors Module 01: Rock Paper and Scissor Game 00:06:00 Unit 06: Strings Operation in Python Module 01: Program Using String part 1 00:05:00 Module 02: Program using String 2 00:06:00 Module 03: Program Using String 3 00:06:00 Module 04: Program Using String part 4 00:03:00 Unit 07: Date and time in Python Module 01: Use of Date and Time part 1 00:05:00 Module 02: Use of Date and Time part 2 00:05:00 Unit 08: File Handling, read and write using Python Module 01: File Handling Part 1 00:08:00 Module 02: File Handling Part 2 00:07:00 Unit 09: Data Storage Structures, Tuple, List and Dictionary Module 01: Tuple in Python Part 1 00:10:00 Module 02: Tuple in Python Part 2 00:07:00 Module 03: Using Lists part 1 00:07:00 Module 04: Using List part 2 00:12:00 Module 05: Using Lists part 3 mm 00:06:00 Module 06: Using Lists part 4 00:08:00 Module 07: Using Lists part 5 00:02:00 Module 08: Use of Dictionary Part 1 00:04:00 Module 09: Use of Dictionary Part 2 00:05:00 Module 10: Use of Dictionary Part 3 00:08:00 Module 11: Use of Dictionary Part 4 00:07:00 Unit 10: Writing user functions in Python Module 01: Function in Python Part 1 00:06:00 Module 02: Function in Python Part 2 00:05:00 Module 03: Function in Python Part 3 00:04:00 Module 04: Function in Python Part 4 00:07:00 Module 05: Function in Python Part 5 00:08:00 Unit 11: Sending mail Module 01: Send Email 00:09:00 Unit 12: Import Tricks in Python Module 01: Import Study part 1 00:07:00 Module 02: Import Study part 2 00:03:00 Unit 13: Import Operating System and Platform Module 01: Importing OS 00:06:00 Module 02: Import Platform 00:05:00 Unit 14: Exceptions handling in python Module 01: Exception in Python part 1 00:11:00 Module 02: Exception in Python part 2 00:07:00 Module 03: Exception in Python part 3 00:05:00 Unit 15: Installing Packages and Scheduling In Python Module 01: Installing Packages using built in package manager 00:08:00 Module 02: Scheduler in Python 00:05:00 Unit 16: Data Base In Python using sqlite Module 01: Data Base 1 00:08:00 Module 02: Data Base 2 00:09:00 Module 03: Data Base 3 00:08:00 Module 04: Data base 4 00:07:00 Module 05: Data Base 5 00:06:00 Unit 17: Running Program from Command Prompt and jupyter Notebook Module 01: IDE_1 00:05:00 Module 02: IDE_2 00:07:00 Unit 18: Conclusion Module 01: Conclusion 00:02:00 Resources Resources - Diploma in Python Programming 00:00:00 Recommended Materials Workbook - Diploma in Python Programming 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00