1339 Scientist courses

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Recent advancements in medical technology have highlighted the crucial role of lab technicians in healthcare. According to the NHS, demand for qualified lab technicians has surged by 20% in the past two years, showcasing the vital need for skilled professionals in medical laboratories. Our "Diploma in Lab Technician at QLS Level 5" is designed to meet this growing demand, providing comprehensive theoretical knowledge essential for aspiring lab technicians. This Lab Technician diploma offers an in-depth understanding of various aspects of medical laboratory services, from handling laboratory equipment to mastering basic haematology. With a focus on theoretical concepts, this course ensures you gain the knowledge needed to excel as a lab technician, without the need for hands-on experience. Embark on this educational journey to become a proficient lab technician and contribute significantly to the healthcare sector. Learning Outcomes Gain a comprehensive understanding of medical laboratory services and their significance in healthcare. Become proficient in the use and function of various Lab Technician equipment. Develop proficiency in conducting a variety of laboratory tests, including urinalysis, basic clinical chemistry, and microbiology procedures (all theoretical). Grasp the fundamentals of haematology, haemostasis, immunology, and immunohematology. Apply best practices for laboratory safety and quality assurance procedures. Prepare for a rewarding career as a qualified Lab Technician. Why would you choose the Lab Technician course from Compliance Central: Lifetime access to Lab Technician course materials Full tutor support is available from Monday to Friday with the Lab Technician course Learn Lab Technician skills at your own pace from the comfort of your home Gain a complete understanding of Lab Technician course Accessible, informative Lab Technician learning modules designed by expert instructors Get 24/7 help or advice from our email and live chat teams with the Lab Technician bundle Study Lab Technician in your own time through your computer, tablet or mobile device. A 100% learning satisfaction guarantee with your Lab Technician Course Improve your chance of gaining in demand skills and better earning potential by completing the Lab Technician Lab Technician Curriculum Breakdown of the Lab Technician Course Module 01: Introduction to the Course: Overview of the Lab Technician diploma and its objectives. Module 02: Medical Laboratory Services: Insight into the operations and functions of medical laboratory services. Module 03: Laboratory Equipments (Part-01): Detailed study of essential laboratory equipment. Module 04: Laboratory Equipments (Part-02): Continued exploration of additional laboratory equipment. Module 05: Microscope and How to Use It: Comprehensive guide on the usage and maintenance of microscopes. Module 06: Solutions Used in Clinical Medical Laboratory: Study of various solutions and their applications in a clinical setting. Module 07: Sterilisation, Disinfection and Decontamination: Theoretical concepts of maintaining a sterile lab environment. Module 08: Basic Haematology: Introduction to the study of blood and related disorders. Module 09: Basic Haemostasis (Coagulation): Understanding the mechanisms of blood coagulation. Module 10: Basic Immunology and Immunohematology: Basics of immune system functioning and blood group serology. Module 11: Urinalysis: Examination of urine for diagnostic purposes. Module 12: Basic Clinical Chemistry: Introduction to the chemical analysis of bodily fluids. Module 13: Basic Clinical Microbiology: Study of microorganisms and their role in diseases. Module 14: Basic Parasitology: Examination of parasites and their impact on health. Module 15: Laboratory Accidents and Safety: Theoretical approach to safety protocols in the lab. Module 16: Quality Assurance: Ensuring the quality and reliability of laboratory results. Quality Licence Scheme Endorsed Certificate of Achievement: Upon successful completion of the course, you will be eligible to order an original hardcopy certificate of achievement. This prestigious certificate, endorsed by the Quality Licence Scheme, will be titled 'Diploma in Lab Technician at QLS Level 5'. Your certificate will be delivered directly to your home. The pricing scheme for the certificate is as follows: £109 GBP for addresses within the UK. Please note that delivery within the UK is free of charge. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Lab Technician course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Lab Technician. It is also great for professionals who are already working in Lab Technician and want to get promoted at work. Requirements To enrol in this Lab Technician course, all you need is a basic understanding of the English Language and an internet connection. Career path The Lab Technician course will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to Lab Technician. Medical Lab Technician. Research Assistant in Medical Labs. Clinical Lab Scientist. Diagnostic Technician. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate

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Overview Unlock the doors to a promising career in environmental stewardship with our Water Treatment Level 2 course. Our course provides comprehensive training in water treatment processes. It covers modules on water quality, wastewater sampling and analysis, preliminary treatment, coagulation, flocculation, clarification, sedimentation, filtration, flotation, removal of fats, oils, and grease, inorganic constituents removal, ion exchange, biological processes of water treatment, aerobic processes of biological treatment, and disinfection. Learning Outcomes: Understand the principles and techniques involved in water treatment processes. Gain knowledge of water quality assessment and the importance of monitoring. Learn about wastewater sampling and analysis methods for effective treatment. Acquire skills in preliminary treatment methods to remove large solids and debris. Understand coagulation, flocculation, and clarification processes to remove impurities. Learn about sedimentation and its role in separating solids from water. Explore filtration techniques to remove finer particles from water. Understand flotation as a method to separate substances from wastewater. Learn about the removal of fats, oils, and grease from water sources. Gain knowledge of inorganic constituents removal for safer water consumption. Understand ion exchange processes and their significance in water treatment. Explore biological processes and aerobic treatment methods for water purification. Acquire knowledge of disinfection techniques to eliminate harmful microorganisms from water. Why buy this Water Treatment Level 2? 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. Certification After studying the course materials of the Water Treatment Level 2 there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? Aspiring environmental scientists and engineers seeking a solid foundation in water treatment. Water quality control professionals looking to enhance their knowledge and career prospects. Students pursuing a career in environmental management and conservation. Individuals interested in contributing to cleaner and safer water supplies. Government and NGO employees involved in water resource management. Prerequisites This Water Treatment Level 2 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Water Treatment Level 2 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. Career path Water Quality Analyst: £25,000 - £35,000 Annually Environmental Engineer: £30,000 - £45,000 Annually Wastewater Treatment Operator: £20,000 - £30,000 Annually Water Resource Manager: £35,000 - £55,000 Annually Environmental Consultant: £25,000 - £45,000 Annually Research Scientist (Environmental): £30,000 - £50,000 Annually Course Curriculum Module 01: Overview of Water Treatment Overview of Water Treatment 00:11:00 Module 02: Water Quality Water Quality 00:29:00 Module 03: Wastewater Sampling and Analysis Wastewater Sampling and Analysis 00:14:00 Module 04: Preliminary Treatment Preliminary Treatment 00:28:00 Module 05: Coagulation, Flocculation and Clarification Coagulation, Flocculation and Clarification 00:23:00 Module 06: Sedimentation Sedimentation 00:14:00 Module 07: Filtration Filtration 00:20:00 Module 08: Flotation Flotation 00:19:00 Module 09: Removal of Fats, Oils and Grease Removal of Fats, Oils and Grease 00:30:00 Module 10: Inorganic Constituents Removal Inorganic Constituents Removal 00:28:00 Module 11: Ion Exchange Ion Exchange 00:13:00 Module 12: Biological Process of Water Treatment Biological Process of Water Treatment 00:29:00 Module 13: Aerobic Processes of Biological Treatment Aerobic Processes of Biological Treatment 00:25:00 Module 14: Disinfection Disinfection 00:19:00 Assignment Assignment - Water Treatment Level 2 00:00:00

Dive into the world of organic chemistry with the Complete Organic Chemistry Demystified course. This course will provide you with an overall idea of organic chemistry. Within no time, you will be able to build a solid foundation in this area. Through this Complete Organic Chemistry Demystified course, you will learn how to draw organic molecules. The informative modules will educate you on acid-base reactions. You will develop an in-depth understanding of geometry, nomenclature, conformations and more. In addition, you will receive detailed lessons on substitute reactions and elimination reactions. This course will also educate you on synthetic techniques. This Complete Organic Chemistry Demystified course is the perfect place to explore different aspects of organic chemistry. If you aspire to pursue a career in the relevant fields, this course is the ideal training ground for you. Enrol now! Learning Objectives Get introduced to the basic steps of drawing organic molecules Enrich your knowledge of acid-base relations Learn the principles of geometry and nomenclature Develop a clear understanding of conformations Deepen your understanding of substitute reactions and elimination reactionsGain in-depth knowledge of synthetic techniques Who is this Course for? This Complete Organic Chemistry Demystified course is ideal for aspiring professionals or those who wish to gain the relevant skills and knowledge to fast track their careers. It is for those who have little or no knowledge of the principles of organic chemistry or those who are new to the field and want to test their skills and knowledge. There are no entry requirements for this course; however, an eye for detail and a creative mind is essential. Entry Requirement This course is available to all learners of all academic backgrounds. A good understanding of the English language, numeracy, and ICT are required to attend this course. 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 £4.99 and the hard copy for £9.99. Also, you can order both PDF and hardcopy certificates for £12.99. Career path Upon successfully completing the Complete Organic Chemistry Demystified course, learners can progress to a more advanced program from our course list. Career opportunities in this field include freelancing or working in-house, within a range of professional settings, with the opportunity to earn a high salary. Related professions in this industry include: Chemistry teacher Food scientist Forensic analyst Environmental scientist Materials scientist Analytical chemist Pharmacologist Course Curriculum Module 01: About the Course Introduction 00:02:00 Module 02: Drawing Organic Molecules How to read bond-line drawings 00:18:00 How to draw bond-line drawings 00:18:00 Identifying formal charges 00:22:00 Finding lone pairs that are not drawn 00:23:00 Module 03: Resonance What is resonance? 00:05:00 Drawing resonance structures (part 1) 00:40:00 Formal charges in resonance structures 00:19:00 Drawing resonance structures (part 2) 00:25:00 Recognizing patterns 00:30:00 The relative importance of resonance structures 00:19:00 Module 04: Acid-Base Reactions Introduction to acid - base 00:03:00 Charged atoms 00:08:00 Resonance 00:11:00 Induction 00:09:00 Orbitals 00:03:00 Charged atoms - Resonance - Induction - Orbitals 00:07:00 Showing an acid-base mechanism 00:14:00 Acid-Base equilibrium position 00:06:00 Module 05: Geometry Orbitals 00:15:00 Goemetry of orbitals 00:15:00 Impact of resonance on geometry 00:01:00 Module 06: Nomenclature Introduction to nomenclature 00:03:00 Functional group 00:07:00 Unsaturation 00:04:00 Parent 00:09:00 Substituents 00:10:00 'cis' - 'trans' stereoisomerism 00:04:00 'E' - 'Z' stereoisomerism 00:04:00 Localizing substituents in parent chain 00:12:00 From structure to name 00:20:00 Module 07: Conformations Introduction to conformations 00:02:00 Newman projection 00:10:00 Relative stability of Newman projections 00:08:00 Drawing chair conformations 00:02:00 Drawing substituents in chair conformations 00:11:00 Ring flipping 00:10:00 Comparing stability of chair conformations 00:10:00 Module 08: Configurations Introduction to configurations 00:01:00 Locating stereocenters 00:04:00 Determining the configuration of a stereocenter 00:18:00 Nomenclature 00:12:00 Enantiomers 00:08:00 Diastereomers 00:05:00 Meso compounds 00:04:00 Fischer projections 00:11:00 Module 09: Mechanisms Introduction to mechanisms 00:02:00 Nucleophiles and electrophiles 00:09:00 Arrows used for mechanisms 00:14:00 Carbocation 00:15:00 Module 10: Substitution Reactions SN1 SN2 mechanisms 00:10:00 Factor #1: the electrophile 00:06:00 Factor #2: the nucleophile 00:04:00 Factor #3: the leaving group 00:05:00 Factor #4: the solvent 00:05:00 Combining all 4 factors 00:09:00 Module 11: Elimination Reactions Introduction to elimination reactions 00:02:00 E1 mechanism 00:08:00 E2 mechanism 00:20:00 Module 12: Substitution vs Elimination Introduction to substitution vs elimination 00:03:00 Determining the function of the reagent 00:04:00 Identifying the mechanism(s) 00:11:00 Predicting regiochemical and stereochemical outcomes 00:16:00 Module 13: Addition Reactions Introduction to addition reactions 00:01:00 Regiochemistry 00:05:00 Stereochemistry 00:18:00 Hydrogenation: adding H-H 00:07:00 Hydrohalogenation: adding hydrogen halide, H-X 00:09:00 Hydrobromination : adding H-Br 00:09:00 Hydration: adding H-OH 00:12:00 Adding Br and Br 00:05:00 Halohydrin formation: adding Br and OH 00:08:00 'Anti' dihydroxylation: adding OH and OH 00:07:00 'syn' dihydroxylation : adding OH and OH 00:04:00 Ozonolysis 00:03:00 Reactions summary 00:01:00 Module 14: Synthesis Techniques One-step synthesis 00:03:00 Combining reactions: changing the position of a leaving group 00:03:00 Combining reactions: changing the position of a double bond 00:02:00 Combining reactions: introducing functionality 00:03:00 Module 15: Wrapping Up and Bonus Thank you for enrolling and announcing part 2 00:01:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Step into the realm of nature's wonders and agricultural innovation with our captivating bundle: Forestry, Botany, and Agricultural Science. Unleash your passion for the environment and embark on a journey where you can make a lasting impact on our planet. In the United Kingdom, professionals in these fields can enjoy rewarding careers with salaries ranging from £20,000 to £45,000 per year, depending on experience and qualifications. Our bundle offers three comprehensive courses to equip you with the knowledge and skills to excel in these dynamic domains. From understanding the complexities of forest ecosystems to exploring the vast diversity of plant species and mastering the principles of crop production to discovering innovative farming techniques, you'll develop a comprehensive skill set that will set you apart in these exciting fields. Each course in this Forestry, Botany & Agricultural Science bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This Forestry, Botany & Agricultural Science bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Immerse yourself in these diverse, enthralling subjects, each designed to fuel your curiosity and enhance your knowledge. Dive in now! The courses in this bundle include: Forestry Botany Agricultural Science Learning Outcomes: Develop a comprehensive understanding of the principles, concepts, and practices involved in forestry, botany, and agricultural science. Acquire knowledge of forest ecosystems, plant classification, and agricultural systems and their ecological significance. Learn practical skills in forest management, including sustainable forestry practices, tree identification, and conservation strategies. Gain expertise in plant biology, including plant anatomy, physiology, growth patterns, and reproductive processes. Explore innovative agricultural techniques, such as precision farming, sustainable crop production, and soil management practices. Develop critical thinking and problem-solving skills applicable to forestry, botany, and agricultural science, and understand the importance of environmental stewardship and sustainability. Our unique bundle, Forestry, Botany, and Agricultural Science, invites you on a transformative educational journey. Suppose you have a passion for nature, a curiosity about the intricate workings of plant life, and a desire to contribute to sustainable food production. In that case, this bundle is your gateway to a fulfilling and impactful career. Let's explore the course descriptions and discover the knowledge and skills that await you. Forestry: Immerse yourself in the enchanting realm of forests as you comprehensively understand forest ecosystems and sustainable management practices. This course equips you with the knowledge and practical skills to make informed decisions regarding timber production, biodiversity conservation, and ecosystem restoration. You will learn to manage and conserve forest resources, from tree identification to forest inventory techniques, while balancing economic and environmental considerations. Botany: Delve into the captivating world of plants as you explore their classification, morphology, and ecological roles. Through this course, you will develop a deep appreciation for the diversity and significance of plant life. From studying plant anatomy to understanding their growth patterns and adaptations, you will acquire the skills to identify plant species and appreciate their ecological roles within ecosystems. Unlock the secrets of the plant kingdom and become a knowledgeable steward of botanical research and conservation efforts. Agricultural Science: Discover the cutting-edge practices and techniques that drive sustainable agriculture forward in this course. Explore innovative farming methods, precision agriculture, and crop management strategies to maximise productivity while minimising environmental impact. From understanding soil health and fertility management to incorporating technological advancements, you will gain the knowledge and skills to contribute to the sustainable development of the agricultural sector. Embark on this enlightening journey, where you will gain the expertise needed to positively impact the environment, preserve natural resources, and foster sustainable food production. Enrol in our Forestry, Botany, and Agricultural Science bundle today and become a champion for the harmonious coexistence of nature and agriculture. CPD 15 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Bundle is Suitable for: Aspiring foresters or individuals interested in conservation and forest management. Botany enthusiasts are eager to deepen their understanding of plant life and its ecological significance. Those passionate about sustainable agriculture and seeking to enhance their knowledge of crop production and farming techniques. Environmentalists or individuals interested in a career in ecological conservation and resource management. Professionals in related fields who wish to expand their expertise and explore new career opportunities. Career path People tend to pursue these career paths in this sector: Forester: £25,000 to £40,000 per year Plant Scientist: £30,000 to £45,000 per year Agricultural Consultant: £25,000 to £45,000 per year Ecologist: £20,000 to £40,000 per year Conservation Officer: £20,000 to £35,000 per year Horticulturist: £20,000 to £35,000 per year Farm Manager: £25,000 to £50,000 per year Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - £9.99 Unlock your potential and showcase your accomplishments with our CPD Quality Standards certificates! Upon successful completion of the course, learners can obtain a CPD Quality Standards PDF certificate for Forestry absolutely free! Upon finishing Botany and Agricultural Science, you'll have the opportunity to obtain valuable proof of your achievement. For just £4.99, we'll send you a CPD Quality Standards PDF Certificate via email, or if you prefer, you can get a beautifully printed hardcopy certificate for £9.99 in the UK. If you're located internationally, don't worry! We offer a printed hardcopy certificate for £14.99, ensuring your success knows no boundaries. Grab your certificate and celebrate your success today!

Level 4 QLS Endorsed Course | CPD Accredited | Audio Visual Training | Free PDF Certificate | Lifetime Access

ThisCriminal Psychology and Forensic Psychiatry course is for SPANISH Speaking People This Spanish Criminal Psychology and Forensic Psychiatry course is perfect for anyone from Criminal Psychologist to Intelligence Analysts. Criminal psychology isn't just about profiling criminals; it's about understanding the underlying motivations, behaviours, and thought processes that drive individuals to commit crimes. Our course offers a comprehensive exploration of the psychological theories and principles behind criminal behaviour, shedding light on the inner workings of the most perplexing criminal minds. According to Prospects a Criminal Psychologist can roughly earn from £30,000 to £50,000 in a year depending on experience, location and other factors. Enroll now and take on a fascinating exploration of the human psyche and the world of crime. Your journey into the depths of criminal psychology and forensic psychiatry awaits! Translated in Spanish: Este curso de Psicolog��a Criminal y Psiquiatr��a Forense en espa��ol es perfecto para cualquier persona, desde psic��logos criminales hasta analistas de inteligencia. La psicolog��a criminal no se trata s��lo de perfilar a los delincuentes; se trata de comprender las motivaciones, comportamientos y procesos de pensamiento subyacentes que llevan a las personas a cometer delitos. Nuestro curso ofrece una exploraci��n integral de las teor��as y principios psicol��gicos detr��s del comportamiento criminal, arrojando luz sobre el funcionamiento interno de las mentes criminales m��s desconcertantes. Seg��n las Prospects, un psic��logo criminalista puede ganar aproximadamente entre £30.000 y £50.000 al a��o, dependiendo de la experiencia, la ubicaci��n y otros factores. Inscr��base ahora y emprenda una exploraci��n fascinante de la psique humana y el mundo del crimen. ��Tu viaje a las profundidades de la psicolog��a criminal y la psiquiatr��a forense te espera! Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access Course Curriculum Module 01: Comprensi��n de la psicolog��a criminal Module 02: Influencia de los trastornos mentales Module 03: Neuroticismo y psicosis Module 04: Trastorno de identidad disocial Module 05: Trastornos de estr��s y ansiedad Module 06: Trastornos de la personalidad Module 07: Psiquiatr��a forense Module 08: Vigilancia basada en inteligencia Module 09: An��lisis de inteligencia criminal y contraterrorismo Module 10: Ciencias forenses Module 11: Clasificaci��n de delitos Module 12: Delitos violentos Module 13: Perfiles criminales ciencia, l��gica y metacognici��n Module 14: Perfiles del delincuente Learning Outcomes: Analyse criminal behaviour using psychological theories and methodologies. Evaluate the impact of mental disorders on criminal behaviour. Explain the relationship between neuroticism, psychosis, and criminal actions. Identify traits and behaviours associated with dissocial identity disorder. Assess the role of stress and anxiety disorders in criminality. Recognize and classify different personality disorders in criminal contexts. CPD 10 CPD hours / points Accredited by CPD Quality Standards Criminal Psychology and Forensic Psychiatry (In Spanish) 3:30:48 1: Module 01: Comprensi��n de la psicolog��a criminal 17:12 2: Module 02: Influencia de los trastornos mentales 11:53 3: Module 03: Neuroticismo y psicosis 16:47 4: Module 04: Trastorno de identidad disocial 12:03 5: Module 05: Trastornos de estr��s y ansiedad 17:19 6: Module 06: Trastornos de la personalidad 26:02 7: Module 07: Psiquiatr��a forense 10:59 8: Module 08: Vigilancia basada en inteligencia 11:16 9: Module 09: An��lisis de inteligencia criminal y contraterrorismo 11:10 10: Module 10: Ciencias forenses 22:06 11: Module 11: Clasificaci��n de delitos 10:11 12: Module 12: Delitos violentos 15:18 13: Module 13: Perfiles criminales ciencia, l��gica y metacognici��n 17:07 14: Module 14: Perfiles del delincuente 10:25 15: CPD Certificate - Free 01:00 Who is this course for? Psychology graduates seeking specialisation in criminal psychology. Psychiatry professionals interested in forensic applications of their field. Law enforcement personnel aiming to enhance their understanding of criminal behaviour. Students pursuing careers in intelligence analysis within security agencies. Individuals with an academic interest in the intersection of psychology and law enforcement. Career path Criminal Psychologist Forensic Psychiatrist Intelligence Analyst Counterterrorism Analyst Forensic Scientist Criminal Profiler Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? 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 Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 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 Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials Python data types Part 1 00:21:00 Python Data Types Part 2 00:15:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) 00:16:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) 00:20:00 Python Essentials Exercises Overview 00:02:00 Python Essentials Exercises Solutions 00:22:00 Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. 00:03:00 NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes. 00:28:00 NumPy Essentials - Indexing, slicing, broadcasting & boolean masking 00:26:00 NumPy Essentials - Arithmetic Operations & Universal Functions 00:07:00 NumPy Essentials Exercises Overview 00:02:00 NumPy Essentials Exercises Solutions 00:25:00 Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. 00:02:00 Pandas Introduction 00:02:00 Pandas Essentials - Pandas Data Structures - Series 00:20:00 Pandas Essentials - Pandas Data Structures - DataFrame 00:30:00 Pandas Essentials - Handling Missing Data 00:12:00 Pandas Essentials - Data Wrangling - Combining, merging, joining 00:20:00 Pandas Essentials - Groupby 00:10:00 Pandas Essentials - Useful Methods and Operations 00:26:00 Pandas Essentials - Project 1 (Overview) Customer Purchases Data 00:08:00 Pandas Essentials - Project 1 (Solutions) Customer Purchases Data 00:31:00 Pandas Essentials - Project 2 (Overview) Chicago Payroll Data 00:04:00 Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data 00:18:00 Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach 00:13:00 Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials - Exercises Overview 00:06:00 Matplotlib Essentials - Exercises Solutions 00:21:00 Python for Data Visualization using Seaborn Seaborn - Introduction & Installation 00:04:00 Seaborn - Distribution Plots 00:25:00 Seaborn - Categorical Plots (Part 1) 00:21:00 Seaborn - Categorical Plots (Part 2) 00:16:00 Seborn-Axis Grids 00:25:00 Seaborn - Matrix Plots 00:13:00 Seaborn - Regression Plots 00:11:00 Seaborn - Controlling Figure Aesthetics 00:10:00 Seaborn - Exercises Overview 00:04:00 Seaborn - Exercise Solutions 00:19:00 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) 00:15:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) 00:17:00 Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) 00:03:00 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types.. 00:15:00 Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff 00:15:00 scikit-learn - Linear Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Linear Regression Model Hands-on (Part 2) 00:19:00 Good to know! How to save and load your trained Machine Learning Model! 00:01:00 scikit-learn - Linear Regression Model (Insurance Data Project Overview) 00:08:00 scikit-learn - Linear Regression Model (Insurance Data Project Solutions) 00:30:00 Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc. 00:10:00 scikit-learn - Logistic Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Logistic Regression Model - Hands-on (Part 2) 00:20:00 scikit-learn - Logistic Regression Model - Hands-on (Part 3) 00:11:00 scikit-learn - Logistic Regression Model - Hands-on (Project Overview) 00:05:00 scikit-learn - Logistic Regression Model - Hands-on (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality . 00:08:00 scikit-learn - K Nearest Neighbors - Hands-on 00:25:00 scikt-learn - K Nearest Neighbors (Project Overview) 00:04:00 scikit-learn - K Nearest Neighbors (Project Solutions) 00:14:00 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging. 00:18:00 scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1) 00:19:00 scikit-learn - Decision Tree and Random Forests (Project Overview) 00:05:00 scikit-learn - Decision Tree and Random Forests (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) 00:07:00 scikit-learn - Support Vector Machines - Hands-on (SVMs) 00:30:00 scikit-learn - Support Vector Machines (Project 1 Overview) 00:07:00 scikit-learn - Support Vector Machines (Project 1 Solutions) 00:20:00 scikit-learn - Support Vector Machines (Optional Project 2 - Overview) 00:02:00 Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method .. 00:11:00 scikit-learn - K Means Clustering - Hands-on 00:23:00 scikit-learn - K Means Clustering (Project Overview) 00:07:00 scikit-learn - K Means Clustering (Project Solutions) 00:22:00 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) 00:09:00 scikit-learn - Principal Component Analysis (PCA) - Hands-on 00:22:00 scikit-learn - Principal Component Analysis (PCA) - (Project Overview) 00:02:00 scikit-learn - Principal Component Analysis (PCA) - (Project Solutions) 00:17:00 Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance 00:06:00 Python for Recommender Systems - Hands-on (Part 1) 00:18:00 Python for Recommender Systems - - Hands-on (Part 2) 00:19:00 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

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