Duration 5 Days 30 CPD hours This course is intended for The skills covered in this course converge on four areas-software development, IT operations, applied math and statistics, and business analysis. Target students for this course should be looking to build upon their knowledge of the data science process so that they can apply AI systems, particularly machine learning models, to business problems. So, the target student is likely a data science practitioner, software developer, or business analyst looking to expand their knowledge of machine learning algorithms and how they can help create intelligent decisionmaking products that bring value to the business. A typical student in this course should have several years of experience with computing technology, including some aptitude in computer programming. This course is also designed to assist students in preparing for the CertNexus Certified Artificial Intelligence (AI) Practitioner (Exam AIP-210) certification Overview In this course, you will develop AI solutions for business problems. You will: Solve a given business problem using AI and ML. Prepare data for use in machine learning. Train, evaluate, and tune a machine learning model. Build linear regression models. Build forecasting models. Build classification models using logistic regression and k -nearest neighbor. Build clustering models. Build classification and regression models using decision trees and random forests. Build classification and regression models using support-vector machines (SVMs). Build artificial neural networks for deep learning. Put machine learning models into operation using automated processes. Maintain machine learning pipelines and models while they are in production Artificial intelligence (AI) and machine learning (ML) have become essential parts of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, all while following a methodical workflow for developing data-driven solutions. Solving Business Problems Using AI and ML Topic A: Identify AI and ML Solutions for Business Problems Topic B: Formulate a Machine Learning Problem Topic C: Select Approaches to Machine Learning Preparing Data Topic A: Collect Data Topic B: Transform Data Topic C: Engineer Features Topic D: Work with Unstructured Data Training, Evaluating, and Tuning a Machine Learning Model Topic A: Train a Machine Learning Model Topic B: Evaluate and Tune a Machine Learning Model Building Linear Regression Models Topic A: Build Regression Models Using Linear Algebra Topic B: Build Regularized Linear Regression Models Topic C: Build Iterative Linear Regression Models Building Forecasting Models Topic A: Build Univariate Time Series Models Topic B: Build Multivariate Time Series Models Building Classification Models Using Logistic Regression and k-Nearest Neighbor Topic A: Train Binary Classification Models Using Logistic Regression Topic B: Train Binary Classification Models Using k-Nearest Neighbor Topic C: Train Multi-Class Classification Models Topic D: Evaluate Classification Models Topic E: Tune Classification Models Building Clustering Models Topic A: Build k-Means Clustering Models Topic B: Build Hierarchical Clustering Models Building Decision Trees and Random Forests Topic A: Build Decision Tree Models Topic B: Build Random Forest Models Building Support-Vector Machines Topic A: Build SVM Models for Classification Topic B: Build SVM Models for Regression Building Artificial Neural Networks Topic A: Build Multi-Layer Perceptrons (MLP) Topic B: Build Convolutional Neural Networks (CNN) Topic C: Build Recurrent Neural Networks (RNN) Operationalizing Machine Learning Models Topic A: Deploy Machine Learning Models Topic B: Automate the Machine Learning Process with MLOps Topic C: Integrate Models into Machine Learning Systems Maintaining Machine Learning Operations Topic A: Secure Machine Learning Pipelines Topic B: Maintain Models in Production
Boost Your Career By Enrolling In This Criminology & Private Investigation Diploma Bundle To Overcome Your Challenges! 6 in 1 Criminology & Private Investigation Diploma Bundle Improve your knowledge and enhance your skills to succeed with this Criminology & Private Investigation Diploma bundle. This Criminology & Private Investigation Diploma bundle is designed to build your competent skill set and enable the best possible outcome for your future. Our Criminology bundle is ideal for those who aim to be the best in their fields and are always looking to grow. This Criminology & Private Investigation Diploma Bundle Contains 6 of Our Premium Courses for One Discounted Price: Course 01: Criminology & Profiling Course Course 02: Private Investigation Diploma Course 03: Accident Investigation Course 04: Crime Analysis Online Course Course 05: Forensic Investigator Fundamentals Course 06: Interrogations And Confessions Psychology All the courses under this Criminology & Private Investigation Diploma bundle are split into a number of expertly created modules to provide you with an in-depth and comprehensive learning experience. Upon successful completion of the Criminology & Private Investigation Diploma bundle, an instant e-certificate will be exhibited in your profile that you can order as proof of your new skills and knowledge. Stand out from the crowd and get trained for the job you want. Learning Outcomes of Criminology & Private Investigation Gain a deep understanding of criminal behaviour and profiling techniques. Develop expertise in private investigation methods and strategies. Master the principles of accident investigation and reconstruction. Acquire proficiency in crime analysis and data interpretation. Learn the fundamentals of forensic investigation and evidence collection. Understand the psychology of interrogations and confessions. With this comprehensive Criminology & Private Investigation Diploma bundle, you can achieve your dreams and train for your ideal career. This Criminology & Private Investigation Diploma bundle covers essential aspects in order to progress in your chosen career. Why Prefer Us for Criminology & Private Investigation Diploma? Get a Free CPD Accredited Certificate upon completion of Criminology & Private Investigation Get a free student ID card with Criminology & Private Investigation Training program (£10 postal charge will be applicable for international delivery) The Criminology & Private Investigation is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Get Lifetime access to the Criminology & Private Investigation course materials The Criminology & Private Investigation comes with 24/7 tutor support Start your learning journey straightaway with Criminology & Private Investigation! This Criminology & Private Investigation Diploma's curriculum has been designed by Criminology & Private Investigation Diploma experts with years of Criminology & Private Investigation Diploma experience behind them. The Criminology & Private Investigation Diploma course is extremely dynamic and well-paced to help you understand Criminology & Private Investigation Diploma with ease. You'll discover how to master the Criminology & Private Investigation Diploma skill while exploring relevant and essential topics. *** Curriculum of Criminology & Private Investigation *** Module 01: Introduction to Criminology and Profiling Module 02: Classification of Crime Module 03: Violent Crimes Module 04: The Crime Scene Module 05: Dealing with Crime Module 06: Understanding Criminal Psychology Module 07: Forensic Science Module 08: Phases of Profiling Module 09: Criminal Profiling: Science, Logic and Metacognition Module 10: Offender Profiling: Pragmatic Solution and Behavioural Investigative Advice Module 11: Victimology Module 12: The Criminal Justice System in England and Wales Assessment Process of Criminology & Private Investigation Once you have completed all the courses in the Criminology & Private Investigation Diploma bundle, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards. CPD 60 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Criminology & Private Investigation Diploma bundle is suitable for everyone. This Criminology & Private Investigation bundle is also suitable for: Aspiring criminologists Private investigators Law enforcement professionals Forensic scientists Requirements You will not need any prior background or expertise in this Criminology & Private Investigation. Career path This Criminology & Private Investigation Diploma bundle will allow you to kickstart or take your career in the related sector to the next stage. Detective Private investigator Forensic analyst Criminologist Certificates Digital certificate Digital certificate - Included Hard copy certificate Hard copy certificate - £29 If you are an international student, you will be required to pay an additional fee of 10 GBP for international delivery, and 4.99 GBP for delivery within the UK, for each certificate
Apache NiFi, a robust, open-source data ingestion/distribution framework, is the core of Hortonworks DataFlow (HDF)
Climate change is one of the most pressing issues facing our planet today. The Climate Science Fundamentals Course is your gateway to understanding the science behind climate change, its impacts, and the urgent need for global action. Designed for those looking to get a clear grasp on climate science, this course covers essential concepts such as greenhouse gases, global warming, and climate models. By exploring the science behind the environment's delicate balance, you'll gain insight into how human activity influences the planet and why sustainability matters now more than ever. As the world faces escalating challenges, understanding the science behind climate change becomes more critical. This course breaks down complex scientific principles into clear, easy-to-understand content, ensuring you're equipped to engage in the ongoing conversation about our changing climate. With the knowledge gained, you'll not only appreciate the nuances of climate science but also be prepared to discuss the importance of global cooperation in addressing environmental challenges. Dive into the world of climate science and build a solid foundation for understanding the pivotal issues that shape our future. 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 Climate Science Module 02: Anthropocene and Historical Context of Climate Change Module 03: The Greenhouse Effect and Global Warming Module 04: Climate Change and Extreme Weather Events Module 05: Ocean and Climate Interactions Module 06: Climate Change and Energy Systems Module 07: Climate Change and Agriculture Module 08: Climate Change and Health Module 09: Climate Change Mitigation and Adaptation Strategies Module 10: Climate Change Communication and Advocacy Module 11: Climate Policy and International Cooperation Module 12: Climate Science and Future Scenarios Learning Outcomes Analyse historical factors influencing contemporary climate challenges. Evaluate the impact of human activities on the greenhouse effect. Examine the intricate relationship between climate change and extreme weather. Investigate the consequences of climate change on global energy systems. Assess the implications of climate change on agriculture and food security. Develop effective communication strategies for climate advocacy. 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? Environmental enthusiasts seeking in-depth climate knowledge. Scientists and researchers exploring climate complexities. Policy-makers aiming to comprehend climate science intricacies. Students pursuing degrees in environmental sciences or related fields. Professionals in energy sectors adapting to climate challenges. Agricultural professionals addressing climate-related impacts. Health professionals keen on understanding climate-health dynamics. Advocates and communicators striving for effective climate dialogue. Career path Climate Researcher Environmental Policy Analyst Renewable Energy Consultant Agricultural Sustainability Specialist Climate Change Advocate International Environmental Diplomat 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.
Be a real master of the C programming language, and the art of problem solving using effective approaches of programming
Overview Acquire the language of databases with this SQL Programming Complete Bundlecourse. In this data-driven world, data is used to make strategies, find solutions and do a thousand other tasks. Businesses across the world are using big and related data, which makes a basic knowledge of SQL a remarkable skill not only for data scientists but for everyone. This SQL Programming Complete Bundlecourse will teach you the language of databases, SQL, and help you gain proficiency in SQL tools. How will I get my certificate? At the end of the course there will be a written assignment test which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is this course for? There is no experience or previous qualifications required for enrolment on this SQL Programming Complete Bundle. It is available to all students, of all academic backgrounds. Requirements Our SQL Programming Complete Bundle 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 9 sections • 53 lectures • 07:50:00 total length •Introduction: 00:04:00 •Course Curriculum Overview: 00:05:00 •Overview of Databases: 00:10:00 •MySQL Installation: 00:16:00 •MySQL Workbench Installation: 00:09:00 •Connecting to MySQL using Console: 00:09:00 •Overview of Challenges: 00:04:00 •SQL Statement Basic: 00:16:00 •SELECT Statement: 00:09:00 •SELECT DISTINCT: 00:05:00 •Column AS Statement: 00:12:00 •COUNT built-in Method usage: 00:11:00 •SELECT WHERE Clause - Part One: 00:05:00 •SELECT WHERE Clause - Part Two: 00:11:00 •SQL Statement Basic: 00:16:00 •SQL Limit Clause Statement: 00:09:00 •SQL Using BETWEEN with Same Column Data: 00:11:00 •How to Apply IN Operator: 00:11:00 •Wildcard Characters with LIKE and ILIKE: 00:11:00 •Overview of GROUP BY: 00:06:00 •Aggregation function SUM(): 00:09:00 •Aggregation MIN() and MAX(): 00:05:00 •GROUP BY - One: 00:09:00 •GROUP BY - Two: 00:12:00 •HAVING Clause: 00:05:00 •Overview of JOINS: 00:04:00 •Introduction to JOINS: 00:04:00 •AS Statement table: 00:03:00 •INNER Joins: 00:14:00 •FULL Outer Join: 00:11:00 •LEFT Outer JOIN: 00:08:00 •RIGHT JOIN: 00:08:00 •Union: 00:07:00 •Timestamps: 00:12:00 •EXTRACT from timestamp: 00:10:00 •Mathematical Functions: 00:12:00 •String Functions: 00:22:00 •SUBQUERY: 00:13:00 •Basic of Database and Tables: 00:06:00 •DataTypes: 00:10:00 •Primarykey and Foreignkey: 00:06:00 •Create Table in SQL Script: 00:13:00 •Insert: 00:11:00 •Update: 00:07:00 •Delete: 00:04:00 •Alter Table: 00:09:00 •Drop Table: 00:05:00 •NOT NULL Constraint: 00:08:00 •UNIQUE Constraint: 00:09:00 •Creating a Database backup: 00:12:00 •10a Overview of Databases and Tables: 00:05:00 •10c Restoring a Database: 00:07:00 •Assignment - SQL Programming Complete Bundle: 00:00:00
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Ever wondered how your body knows how to fight off invaders without you lifting a finger? That’s the magic of immunology – the quiet superhero of health sciences. The Principles of Immunology Course takes you through the inner workings of the immune system, how it detects threats, launches responses, and sometimes gets a bit confused (hello allergies and autoimmunity). From the basics of immune cells to the complexity of antibodies, you'll get a solid grasp on what’s happening behind the scenes when your body says, “Not today, virus.” Whether you're aiming to understand immunity for personal interest or planning to apply this knowledge in a healthcare, biology or biomedical field, this course gives you the groundwork in a clear and structured way. No fluff, no jargon overload – just straight-to-the-point lessons with a healthy dose of scientific curiosity. This course is fully online and built for flexible learning, so you can dive into the world of immune responses from the comfort of your own space, pyjamas optional. 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 Immunology Module 02 : Immunity System Module 03 : Autoimmune Diseases Module 04 : Immunodeficiency Module 05 : Viral Immunology Module 06 : Tumour Immunology Module 07 : Vaccines Module 08 : Transplantation Learning Outcomes: Gain a comprehensive understanding of immunology principles. Comprehend the intricacies of the human immune system. Explore the mechanisms and implications of autoimmune diseases. Understand immunodeficiency and its impact on health. Study viral and tumour immunology in the context of disease. Learn about the development and importance of vaccines. 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. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Medical and healthcare students. Researchers and scientists in the field of immunology. Physicians and healthcare professionals. Biology and life sciences students. Those interested in understanding the human immune system. Individuals seeking knowledge in medical sciences. Anyone with a passion for immunology. Career path Immunologist Medical Researcher Immunology Professor Clinical Immunologist Immunology Technician Public Health Specialist 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.
Respiratory protection is essential for maintaining a safe and healthy environment in various industries, and this Respiratory Protection and Safety Training Course offers a thorough understanding of how to effectively manage and use respiratory protective equipment. Whether you're working in construction, healthcare, or industrial sectors, this course will provide you with the knowledge to minimise health risks associated with inhaling harmful substances. You’ll gain insight into the types of respirators available, their specific uses, and the correct way to maintain and care for them to ensure long-lasting protection. This training also highlights the importance of recognising the signs of exposure to hazardous particles and gases. By mastering safety protocols, you can confidently safeguard yourself and others from respiratory dangers. From understanding fit-testing methods to learning about the selection process of the appropriate respiratory equipment, this course will prepare you for all the critical aspects of respiratory safety. The course is perfect for anyone looking to boost their workplace safety knowledge, with a focus on ensuring that everyone in your environment is properly protected and informed. 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 Respiratory Protection Module 02: Selecting the Right Respirator Module 03: Proper Use of Respirators Module 04: Respirator Maintenance Module 05: Respiratory Protection Program Module 06: Regulatory Compliance Module 07: Respiratory Protection in Special Cases Learning Outcomes: Understand respiratory protection principles for enhanced safety. Demonstrate proficiency in selecting appropriate respirators. Apply correct techniques for the optimal use of respirators. Implement effective maintenance practices for respiratory equipment. Develop and execute respiratory protection programmes. Ensure regulatory compliance in diverse laboratory scenarios. 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? Laboratory technicians Safety officers Environmental scientists Researchers Health and safety professionals Students in related fields Industrial hygienists Compliance officers Career path Laboratory Safety Officer Environmental Health and Safety Specialist Research Assistant Compliance Analyst Industrial Hygiene Technician Safety Coordinator 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 beneath the waves — not literally, of course — and explore a world where history sleeps beneath the sea. The Basics of Marine Archaeology Course offers a clear, well-explained introduction to the underwater clues that help us piece together the story of humankind. From sunken ships to forgotten harbours, this course walks you through the key methods and concepts used to study submerged heritage, all from the comfort of dry land. Whether you’re fascinated by shipwrecks, ancient coastlines or submerged cities, this course blends storytelling with science to keep things interesting. You'll learn how experts analyse underwater finds, what tools are used, and how discoveries are recorded and preserved. There’s no need for diving suits or flippers – just curiosity, an internet connection, and a desire to understand the world beneath the surface. 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 Marine Archaeology Module 02: Tools and Techniques Module 03: Types of Underwater Sites Module 04: Prehistoric Marine Archaeology Module 05: Legal and Ethical Considerations Module 06: Advanced Technologies in Marine Archaeology Module 07: Current Trends and Future Prospects Learning Outcomes: Analyse underwater sites to identify historical significance. Apply advanced technologies for efficient marine archaeological exploration. Navigate legal frameworks and adhere to ethical standards in underwater excavation. Classify prehistoric artefacts to reconstruct ancient marine cultures. Evaluate current trends shaping the field of marine archaeology. Demonstrate practical skills in underwater excavation methodologies. 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? History enthusiasts seeking a unique exploration avenue. Archaeology students aiming to specialise in marine environments. Maritime professionals interested in historical preservation. Environmental scientists intrigued by submerged ecosystems. Technology enthusiasts keen on advanced archaeological tools. Researchers looking to contribute to the field of underwater history. Museum curators interested in expanding their knowledge base. Adventure seekers yearning to unravel the mysteries of the deep. Career path Maritime Archaeologist Underwater Cultural Heritage Manager Environmental Consultant (Marine Focus) Museum Exhibit Curator (Marine Artefacts) Heritage Officer (Maritime Preservation) Researcher in Marine Archaeology 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.