1297 Scientist courses in Cardiff delivered Online

Duration 2 Days 12 CPD hours This course is intended for If you are a data analyst, data scientist, or a business analyst who wants to get started with using Python and machine learning techniques to analyze data and predict outcomes, this book is for you. Basic knowledge of computer programming and data analytics is a must. Familiarity with mathematical concepts such as algebra and basic statistics will be useful. Overview By the end of this course, you will have the skills you need to confidently use various machine learning algorithms to perform detailed data analysis and extract meaningful insights from data. This course is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. The course will help you understand how you can use pandas and Matplotlib to critically examine a dataset with summary statistics and graphs, and extract the insights you seek to derive. You will continue to build on your knowledge as you learn how to prepare data and feed it to machine learning algorithms, such as regularized logistic regression and random forest, using the scikit-learn package. You?ll discover how to tune the algorithms to provide the best predictions on new and unseen data. As you delve into later sections, you?ll be able to understand the working and output of these algorithms and gain insight into not only the predictive capabilities of the models but also their reasons for making these predictions. Data Exploration and Cleaning Python and the Anaconda Package Management System Different Types of Data Science Problems Loading the Case Study Data with Jupyter and pandas Data Quality Assurance and Exploration Exploring the Financial History Features in the Dataset Activity 1: Exploring Remaining Financial Features in the Dataset Introduction to Scikit-Learn and Model Evaluation Introduction Model Performance Metrics for Binary Classification Activity 2: Performing Logistic Regression with a New Feature and Creating a Precision-Recall Curve Details of Logistic Regression and Feature Exploration Introduction Examining the Relationships between Features and the Response Univariate Feature Selection: What It Does and Doesn't Do Building Cloud-Native Applications Activity 3: Fitting a Logistic Regression Model and Directly Using the Coefficients The Bias-Variance Trade-off Introduction Estimating the Coefficients and Intercepts of Logistic Regression Cross Validation: Choosing the Regularization Parameter and Other Hyperparameters Activity 4: Cross-Validation and Feature Engineering with the Case Study Data Decision Trees and Random Forests Introduction Decision trees Random Forests: Ensembles of Decision Trees Activity 5: Cross-Validation Grid Search with Random Forest Imputation of Missing Data, Financial Analysis, and Delivery to Client Introduction Review of Modeling Results Dealing with Missing Data: Imputation Strategies Activity 6: Deriving Financial Insights Final Thoughts on Delivering the Predictive Model to the Client

Prepare for an exciting journey deep into the heart of life itself with our 'Cell Biology, Glycolysis, and Gluconeogenesis Diploma.' Envision yourself as a scientific explorer, delving into the inner workings of every living organism. This course isn't merely a passive experience; it's an active odyssey through the fascinating world of biology's building blocks. From exploring the tiniest cell components to orchestrating the grand symphony of energy production, get ready to be awestruck by the elegance of life's fundamental processes. Learning Outcomes Develop a comprehensive understanding of cell biology, exploring both structure and function. Investigate cell membranes, transport systems, and genetic material, delving into their intricacies. Uncover the mysteries surrounding cellular energy production, including glycolysis and gluconeogenesis. Navigate the fascinating realm of cell division, growth, and communication. Embrace the diversity found within cells and their specialized roles within organisms. Why choose this Cell Biology, Glycolysis and Gluconeogenesis Diploma? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Cell Biology, Glycolysis and Gluconeogenesis Diploma 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. Who is this Cell Biology, Glycolysis and Gluconeogenesis Diploma for? Science enthusiasts who yearn to unlock the secrets of life. Students in the field of biological sciences, looking to deepen their knowledge. Educators who seek to enhance their teaching of cell biology. Healthcare professionals aiming to grasp the intricacies of cellular processes. Anyone intrigued by the unseen world of cells and their vital functions. Career path Research Scientist in Cell Biology: £30,000 - £45,000 Biomedical Scientist: £24,000 - £36,000 Laboratory Technician: £19,000 - £26,000 Biology Teacher: £25,000 - £40,000 Medical Writer specializing in Cell Biology: £28,000 - £45,000 Pharmaceutical Researcher: £27,000 - £42,000 Prerequisites This Cell Biology, Glycolysis and Gluconeogenesis Diploma does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Cell Biology, Glycolysis and Gluconeogenesis Diploma 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. Course Curriculum Module 01: Introduction to Cell Biology Introduction to Cell Biology 00:28:00 Module 02: Cell Membrane and Transport Cell Membrane and Transport 00:18:00 Module 03: Cell Nucleus and Genetic Material Cell Nucleus and Genetic Material 00:22:00 Module 04: Cellular Energy Production Cellular Energy Production 00:21:00 Module 05: Cell Cycle and Cell Division Cell Cycle and Cell Division 00:24:00 Module 06: Cell Communication and Signalling Cell Communication and Signalling 00:21:00 Module 07: Cell Diversity and Specialisation Cell Diversity and Specialisation 00:23:00 Module 08: Advanced Topics in Cell Biology Advanced Topics in Cell Biology 00:18:00

Embark on an intriguing journey into the world of life sciences with our Basic Biology course. From understanding the fundamental principles of biology to unraveling the mysteries of evolution and ecology, this course is designed to ignite your curiosity and deepen your knowledge. Whether you're a student, an enthusiast, or someone seeking a foundation in biology, this course offers an engaging exploration of life and its intricate processes. With the guidance of expert instructors, you'll delve into the classification of living organisms, the delicate balance of the biosphere, the intricacies of the human body, and the remarkable world of plants. This course is your gateway to unlocking the wonders of the natural world. Learning Outcomes Gain a solid understanding of the core principles and concepts in biology. Explore the characteristics and organization of living organisms. Comprehend the profound connections between the biosphere and human existence. Unravel the mysteries of evolution and its impact on life. Dive into the fascinating field of ecology and understand the dynamics of our natural world. Why choose this Basic Biology 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 Basic Biology course for? Students aiming to build a strong foundation in biology. Enthusiasts eager to explore the wonders of the natural world. Individuals curious about the intricacies of life and living organisms. Those seeking to complement their science education with biology knowledge. Anyone interested in the fundamental principles of biology and its real-world applications. Career path Biomedical Scientist: £25,000 - £50,000 Environmental Consultant: £20,000 - £40,000 Pharmacologist: £30,000 - £60,000 Wildlife Biologist: £25,000 - £45,000 Science Communicator: £20,000 - £40,000 Research Scientist: £30,000 - £60,000 Prerequisites This Basic Biology does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Basic Biology 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. Course Curriculum Module 01: Introduction to Biology Introduction to Biology 00:24:00 Module 02: Characteristics, Classification and Organisation of Living Organisms Characteristics, Classification and Organisation of Living Organisms 00:23:00 Module 03: The Biosphere and Humans The Biosphere and Humans 00:28:00 Module 04: The Evolution of Life The Evolution of Life 00:21:00 Module 05: The Ecology The Ecology 00:26:00 Module 06: Cells to Organs and Function of Organs Cells to Organs and Function of Organs 00:28:00 Module 07: Human Body Human Body 00:27:00 Module 08: The Plants The Plants 00:25:00 Assignment Assignment - Basic Biology 00:00:00

48-Hour Knowledge Knockdown! Prices Reduced Like Never Before! Biotechnology experts are highly employable, and their employability increases with experience. The job market is promising, and there are many possibilities available. This Diploma in Biotechnology at QLS Level 4 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 120 CPD points) to make your skill development & career progression more accessible than ever! The right rules and a certain skill set can only help you advance your career in this field. In this case, we have made available the Biotechnology course that has practically all the information you need to start a career in the industry In this course, you will get an overview of biotechnology from the ground up. You will learn in-depth molecular biology, cellular biology, genetic engineering, and industrial biotechnology. In addition, we will discuss biotechnology in the health sector and in a business perspective. You will have a wide range of job opportunities in the UK if you choose to study biotechnology. The job market is booming, especially in the current start-up environment. You can choose from a variety of career routes, including genetics, plant, animal, and food technologies. This course was created exclusively with the professional abilities needed in the biotechnology sector in mind. This is an all-in-one opportunity. Don't miss out. Enrol Now! Learning Outcomes Upon successful completion of the Biotechnology course, you will be able to, Discover the foundations and concepts of biomedical engineering. Learn the fundamentals of biochemistry. Determine the laws and foundations of microbiology. Learn about process development scientists. Understand the responsibilities of a business development manager. Improve your understanding of medical laboratory technologists and clinical support specialists. Why Prefer Us? Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPDQS. Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and Engaging Content. Free Assessments 24/7 Tutor Support. Take a step toward a brighter future! *** Course Curriculum of Biotechnology Diploma*** Here is the curriculum breakdown of the course: Module 1: Introduction Module 2: Biotechnology in the Realm of History Module 3: Molecular and Cellular Biology Module 4: Biotechnology versus Molecular Biology Module 5: Genetic Engineering Module 6: Biotechnology in Health Sector Module 7: Industrial Biotechnology Module 8: Biotechnology in a Business Perspective Assessment Process 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. After passing the Diploma in Biotechnology at QLS Level 4 exam, you will be able to request a certificate at an additional cost that has been endorsed by the Quality Licence Scheme. CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone with a knack for biotechnology. Professionals who want to improve their knowledge of biotechnology. Career path This Biotechnology course is extensively designed and will be beneficial to the following career options. Biomedical Engineer Clinical Technician Microbiologist Process Development Scientist Medical Lab Technologist Microbiologist In the United Kingdom, these professions earn an average salary of £35,000 to £45,000 per annum. Certificates CPDQS Accredited Certificate Digital certificate - £10 Diploma in Biotechnology at QLS Level 4 Hard copy certificate - £99 After successfully completing the Diploma in Biotechnology at QLS Level 4course, 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 - 99 GBP inside the UK 109 GBP (including postal fees) for international delivery CPDQS Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)

Looking to bring your AI knowledge to life in a visually powerful way? Our Hands-on Machine Learning Project – Auto Image Captioning for Social Media Course takes you deep into the fascinating world of machine-generated descriptions. With social media driving more engagement through visuals than ever, this course helps you grasp how AI can generate captions that not only describe but also engage, contextualise, and communicate effectively. The focus is sharply tuned to image captioning technology and its role in today’s media-driven, attention-tight landscape. Expect to work your way through a structured learning journey where you’ll explore the building blocks of machine learning and how these elements are applied in automated image captioning. Whether you're aiming to polish your ML project portfolio or understand how AI is quietly shaping the way content is created and consumed online, this course gives you just the right amount of edge — no gimmicks, no fluff, just what matters. All content is delivered fully online, making it a flexible and accessible way to deepen your understanding of AI-powered communication tools used across social media platforms. Learning Outcomes: Develop an auto image captioning system using machine learning. Preprocess image and caption data. Define and evaluate the model. Deploy your machine learning app on AWS EC2 instance.Gain real-world experience in machine learning app development. The Hands-on Machine Learning Project - Auto Image Captioning for Social Media Platform course is designed to give you a comprehensive understanding of how to develop an auto image captioning system using machine learning. The course covers topics such as importing libraries, preprocessing text and image data, defining and evaluating the model, and deploying your machine learning app on AWS EC2 instance. You'll have access to the caption dataset and image dataset for training and test purposes, providing you with hands-on experience in machine learning app development. This course is perfect for aspiring data scientists, machine learning engineers, and developers who want to gain real-world experience in machine learning app development. With the skills and knowledge gained from this course, you'll be able to create your own auto image captioning system and start a career in the exciting field of machine learning. Hands on Machine Learning Project - Auto Image Captioning for Social Media Course Curriculum Section 01: Introduction Introduction to Course Section 02: Building the Auto Image Captioning Import the Libraries Accessing the Caption Dataset for Training Accessing the Image DataSet for Training Preprocessing the Text Data Pre-Process and Load Captions Data Loading the Captions for Training and Test Data Preprocessing of Image Data Loading Features for Train and Test Dataset Text Tokenization and Sequence Text Data Generators Define the Model Evaluation of Model Test the Model Section 03: Deployment of Machine Learning App Create Streamlit App Streamlit Prediction Test Streamlit App Deploy Streamlit on AWS EC2 Instance How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring data scientists. Machine learning engineers. Developers interested in machine learning app development. Anyone interested in the field of machine learning. Professionals looking to upskill in the latest technology. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Data Scientist: £40,000 to £80,000 per year. Machine Learning Engineer: £55,000 to £90,000 per year. Software Developer: £30,000 to £60,000 per year. Artificial Intelligence Developer: £40,000 to £80,000 per year. Computer Vision Engineer: £45,000 to £85,000 per year. Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

Delve into the fascinating world of medical laboratory science and clinical chemistry with a course tailored for those eager to explore the processes behind diagnostic testing and biochemical analysis. This online course is designed to introduce learners to the principles of laboratory operations, quality assurance, and the interpretation of clinical data—all from a structured, theory-based perspective. Whether you're starting out or expanding your understanding of this vital healthcare sector, this course provides clarity on the methods used to assess bodily fluids, monitor patient health, and support accurate medical decision-making. Learners will gain insight into the core topics of clinical chemistry, including enzymology, electrolyte balance, and metabolic profiling. With a focus on scientific accuracy and regulatory awareness, the content is thoughtfully arranged to offer a strong academic foundation for anyone interested in pursuing knowledge in laboratory-based disciplines. This course suits those who appreciate analytical detail and are curious about the scientific reasoning behind medical diagnostics—without needing to attend a lab in person. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum Module 01: Introduction to Laboratory Technician Module 02: Medical Laboratory Services Module 03: Laboratory Equipment and Instrumentation Module 04: Microscopy Techniques and Applications Module 05: Clinical Chemistry Analysis Module 06: Haematology and Haemostasis Module 07: Immunology and Immunohaematology Module 08: Urinalysis and Body Fluid Analysis Module 09: Clinical Microbiology Module 10: Parasitology and Mycology Module 11: Laboratory Safety and Biohazard Management Module 12: Quality Assurance and Laboratory Accreditation Module 13: Laboratory Information Management Systems (LIMS) Learning Outcomes: Analyse clinical chemistry data to support medical diagnoses. Perform haematological and haemostasis tests accurately and efficiently. Apply immunological techniques in laboratory settings for diagnostic purposes. Demonstrate proficiency in microscopy techniques and their diverse applications. Execute precise urinalysis and body fluid analyses for diagnostic insights. Employ microbiological techniques to identify and manage infectious diseases. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certificate After completing this course, you will get a FREE Digital Certificate from Training Express. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring laboratory technicians Healthcare professionals seeking advanced skills Individuals aiming for a career in clinical chemistry Science graduates interested in medical laboratory services Current laboratory staff looking to enhance their expertise Those pursuing roles in immunology and haematology Microbiology enthusiasts keen on diagnostic applications Individuals passionate about quality assurance in healthcare. Career path Medical Laboratory Technician Clinical Scientist (Clinical Chemistry) Haematology Specialist Immunology Laboratory Analyst Microbiology Technician Quality Assurance Officer in Healthcare. Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Dive into the fascinating world of genetics with our comprehensive online course, designed to equip you with essential knowledge and skills in genetic science. Whether you're a student, healthcare professional, or simply curious about how genes shape life, this course offers invaluable insights and practical applications. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In the "Fundamentals of Genetics" course, learners delve into the core principles and applications of genetics. They begin by understanding foundational genetic concepts, exploring how genes work and their role in inheritance. Moving forward, learners explore genetics in the context of genomics, studying how entire genomes contribute to traits and diseases. They then examine genetic disorders, learning about various conditions caused by genetic mutations and their implications. The course highlights practical applications of genetic knowledge, showing learners how genetics is used in fields like medicine, agriculture, and forensics. Finally, learners delve into genetic counseling, understanding how professionals help individuals and families understand and cope with genetic conditions. Throughout the course, learners gain a comprehensive understanding of genetics, from basic principles to real-world applications, preparing them to grasp the impact of genetics on both scientific advancements and everyday life. Course Curriculum Module 01: Fundamental Genetic Concept Module 02: Genetics and Genomics Module 03: Genetic Disorders Module 04: Application of Genetics Knowledge Module 05: Genetic Counselling Learning Outcomes: Understand fundamental genetic concepts and their practical applications. Analyse the role of genetics and genomics in modern research. Identify various genetic disorders and their underlying genetic mechanisms. Apply genetic knowledge to real-world scenarios and case studies. Explain the principles and processes involved in genetic counselling. Evaluate ethical and social implications related to genetic information. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Students pursuing biology or related sciences degrees. Healthcare professionals seeking genetics knowledge enhancement. Researchers exploring genetic aspects in their field. Educators teaching genetics at secondary or tertiary levels. Individuals interested in genetic counselling careers. Career path Geneticist Research Scientist Clinical Geneticist Genetic Counsellor Biomedical Scientist Pharmaceutical Geneticist Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Earn your Criminology Diploma with our comprehensive course. Explore topics such as crime classification, violent crimes, criminal psychology, forensic science, profiling, victimology, and the criminal justice system in England and Wales. Ideal for aspiring criminologists and law enforcement professionals.

Welcome to the Bootcamp course. You will obtain a firm understanding of machine learning with this course. By doing so, you will be able to develop machine learning solutions for various challenges you might encounter and be prepared to start using machine learning at work or in technical interviews.

Venture into the world of data interpretation with our illuminating 'Applied Statistics' course. In an era where every decision is data-driven, the art of statistics becomes an indispensable tool. This course masterfully unfolds the complexities of statistical analysis, from the basics to advanced methodologies. Whether it's understanding central tendencies, charting out data, or avoiding common pitfalls, we've got it all covered. Set yourself on a path to make informed decisions and discern patterns like never before. Learning Outcomes Understand the core concepts and fundamentals of statistics. Master methods of measuring central tendencies and dispersion in datasets. Dive deep into correlation, regression, and hypothesis testing techniques. Attain proficiency in data visualisation using charts and graphs. Identify and rectify ten prevalent statistical mistakes. Why choose this Applied Statistics course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Applied Statistics 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. Who is this Applied Statistics course for? Students embarking on a journey in data science or related fields. Business analysts seeking to enhance their data interpretation skills. Researchers keen to strengthen their statistical analysis techniques. Professionals in various industries aiming to make data-backed decisions. Educators looking to teach statistical methods more effectively. Career path Data Analyst - £25,000 - £40,000 Statistical Consultant - £30,000 - £50,000 Research Scientist (Statistics) - £35,000 - £55,000 Econometrician - £40,000 - £60,000 Quantitative Analyst - £45,000 - £70,000 Biostatistician - £30,000 - £50,000 Prerequisites This Applied Statistics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Applied Statistics 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. Course Curriculum Module 01: Introduction to Statistics Introduction to Statistics 00:18:00 Module 02: Measuring Central Tendency Measuring Central Tendency 00:18:00 Module 03: Measures of Dispersion Measures of Dispersion 00:11:00 Module 04: Correlation and Regression Analysis Correlation and Regression Analysis 00:35:00 Module 05: Probability Probability 00:16:00 Module 06: Sampling Sampling 00:11:00 Module 07: Charts and Graphs Charts and Graphs 00:21:00 Module 08: Hypothesis Testing Hypothesis Testing 00:25:00 Module 09: Ten Common Statistical Mistakes Ten Common Statistical Mistakes 00:30:00 Assignment Assignment - Applied Statistics 00:00:00