5494 Sciences courses

Are you ready to embark on an enlightening journey of wisdom with the Civil Engineering bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Civil Engineering Training. Delve into eight immersive CPD Accredited courses, each a standalone course: Construction Management Read Construction & Structural Drawing Like Expert Building Surveyor Training LEED V4 - Building Design and Construction Finite Element Analysis Using Solidworks Intermediate Solidworks Course Solidworks Foundation Training Construction Safety Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Civil Engineering Training bundle illuminate your path to wisdom. The Civil Engineering Training bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Civil Engineering Training package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Civil Engineering bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Civil Engineering Training community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Civil Engineering bundle. Establish robust bases across each course nestled within the Civil Engineering bundle. Decipher intricate concepts through the articulate content of the Civil Engineering bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Civil Engineering bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Civil Engineering bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Civil Engineering bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Civil Engineering bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Civil Engineering bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Civil Engineering journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Career path Armed with the Civil Engineering bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Civil Engineering bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

Are you ready to embark on an enlightening journey of wisdom with the Computer Maintenance bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Computer Maintenance & Networks Security Level 3 Advanced Diploma. Delve into eight immersive CPD Accredited courses, each a standalone course: Building Your Own Computer Course Advance Windows 10 Troubleshooting for IT HelpDesk PAT Training Course Electronic & Electrical Devices Maintenance & Troubleshooting Computer Networks Security from Scratch to Advanced Computer Hacking Forensic Investigator Encryption Internet of Things Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Computer Maintenance & Networks Security Level 3 Advanced Diploma bundle illuminate your path to wisdom. The Computer Maintenance & Networks Security Level 3 Advanced Diploma bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Computer Maintenance & Networks Security Level 3 Advanced Diploma package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Computer Maintenance bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Computer Maintenance & Networks Security Level 3 Advanced Diploma community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Computer Maintenance bundle. Establish robust bases across each course nestled within the Computer Maintenance bundle. Decipher intricate concepts through the articulate content of the Computer Maintenance bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Computer Maintenance bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Computer Maintenance bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Computer Maintenance bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Computer Maintenance bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Computer Maintenance bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Computer Maintenance journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Career path Armed with the Computer Maintenance bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Computer Maintenance bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript: £9.99

Are you ready to embark on an enlightening journey of wisdom with the Child Psychology bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our bundle - Child Psychology, Cognitive and Social Development. Delve into eight immersive CPD Accredited courses, each a standalone course: Course 1: Child Psychology Diploma Course 2: Child Development and Care Course 3: CBT for Children and Adults with Role Playing Course 4: Childhood Moral, Personality and Sexual Development in Young Children Course 5: Cognitive and Social Development at Early Childhood Course 6: Social and Emotional Development for Early Childhood Course 7: Creating Children's Room Course 8: Child Playwork Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Child Psychology, Cognitive and Social Development bundle illuminate your path to wisdom. The Child Psychology, Cognitive and Social Development bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across five carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Child Psychology, Cognitive and Social Development package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Child Psychology bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Child Psychology, Cognitive and Social Development community today and let your voyage of discovery begin! Learning Outcomes: Upon completion of the Child Psychology, Cognitive and Social Development Bundle, you will be able to: Attain a holistic understanding in the designated areas of study with the Child Psychology bundle. Establish robust bases across each course nestled within the Child Psychology bundle. Decipher intricate concepts through the articulate content of the Child Psychology bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Child Psychology, Cognitive and Social Development bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Child Psychology bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Child Psychology, Cognitive and Social Development bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Child Psychology bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Child Psychology bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Child Psychology journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Requirements Without any formal requirements, you can delightfully enrol in this Child Psychology, Cognitive and Social Development Bundle. Career path Armed with the Child Psychology, Cognitive and Social Development bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Child Psychology bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript: £9.99

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Artificial Intelligence isn’t science fiction anymore — it’s shaping the way we search, shop, scroll, and sometimes even spill the tea. This course lays the groundwork for understanding how AI actually works — minus the jargon and dramatic movie scenes. You’ll explore essential concepts such as algorithms, data patterns, logic systems, and machine-based learning models, all presented in a format that makes sense even if your only prior experience with AI is arguing with your phone's voice assistant. Perfect for curious minds across industries, this foundational course covers the key principles that drive AI technologies, from basic neural networks to the role of big data in decision-making. Whether you're brushing up for academic reasons or looking to speak AI without sounding like a tech cliché, you’ll find this course insightful, neatly organised, and refreshingly down-to-earth. All content is delivered online, allowing you to study at your own pace — no awkward group projects or lab goggles required. 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 Artificial Intelligence Module 02 : Mathematics for AI Module 03 : Knowledge Representation in AI - Part 1 Module 04 : Knowledge Representation in AI - Part 2 Module 05 : Machine Learning - Part 1 Module 06 : Machine Learning - Part 2 Module 07 : Deep Learning Module 08 : Natural Language Processing Module 09 : Computer Vision Module 10 : Robotics Module 11 : Building AI Applications Learning Outcomes: Grasp the fundamentals of artificial intelligence and its applications. Develop a strong mathematical foundation for AI algorithms. Master knowledge representation techniques in AI. Explore the principles and applications of machine learning. Dive into the world of deep learning and its use in AI. Understand the core concepts of natural language processing and computer vision. 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? Technology enthusiasts eager to delve into AI. Students pursuing a career in AI and machine learning. Professionals seeking to upskill in the AI domain. Engineers and programmers interested in AI development. Entrepreneurs exploring AI for business solutions. Anyone with a curiosity about the future of artificial intelligence. Graduates looking to enhance their tech-related knowledge. Innovators with an interest in robotics and AI applications. Career path AI Research Scientist Machine Learning Engineer Data Scientist Natural Language Processing Engineer Computer Vision Specialist Robotics Software Engineer 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.

International Development is more than aid and charity—it’s about understanding the forces that shape our world. This course gives you the essential building blocks of global development, from poverty and inequality to education, health, and economic growth. You’ll explore how international organisations, governments, and communities interact to tackle global challenges, while also looking at the political and social threads that hold the system together—or pull it apart. It’s a look behind the scenes at the decisions, debates and dynamics that influence progress across borders. Whether you’re interested in policy, research, humanitarian work or global affairs, this course offers a clear, down-to-earth introduction. With a growing demand for people who can analyse development efforts critically and communicate clearly about global issues, it’s an ideal first step for those aiming to work in NGOs, charities, public service or international sectors. If you’ve ever wondered how the global system really works—and what happens when it doesn’t—this course is your chance to find out. All online, all at your own pace. No jargon, no fluff. Just the essentials of International Development, clearly explained. 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: Understanding Development Concepts Module 02: Actors and Institutions in International Development Module 03: Economic Approaches to Development Module 04: Social Dimensions of Development Module 05: Political and Governance Perspectives Module 06: Environmental Sustainability and Development Module 07: Globalisation, Inequality, and Development Ethics Learning Outcomes: Analyse diverse development concepts shaping global transformation. Recognise the multifaceted roles of actors and institutions in international development. Evaluate economic approaches employed for fostering global development. Explore the social dimensions that contribute to the dynamics of development. Examine political and governance perspectives influencing international development. Assess the intricate relationship between environmental sustainability and global development. 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? Students with an interest in global affairs and societal transformation. Professionals in NGOs or governmental organisations seeking a deeper understanding. Individuals aiming to broaden their knowledge of international development principles. Graduates with a focus on economics, politics, or environmental studies. Aspiring policymakers eager to comprehend the intricacies of global governance. Scholars wishing to explore the ethical dimensions of development issues. Anyone with a passion for social justice and environmental sustainability. Global citizens keen to engage with the complexities of our interconnected world. Career path International Development Officer Policy Analyst in Global Affairs Environmental Consultant NGO Program Coordinator Social Researcher Political Analyst in International Relations 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.

Lab Analyst Training course teaches you everything on the topic thoroughly from scratch so you can claim a certificate of achievement for free to showcase your achievement in professional life. This Lab Analyst Training course is a comprehensive, instructor-guided course, designed to provide a detailed understanding of the nature of the related sector and your key roles within it. To become successful in your profession, you must have a specific set of skills to succeed in today's competitive world. In this in-depth training course, you will develop the most in-demand skills to kickstart your career, as well as upgrade your existing knowledge & skills. The training materials of this course are available online for you to learn at your own pace and fast-track your career with ease. Key Features of the Lab Technician Course Instant e-certificate Fully online, interactive course with audio voiceover Course material developed by qualified professionals Self-paced learning accessible via laptop, tablet and smartphone 24/7 Learning assistance and tutor support Discounts on bulk purchases *** Additional Gifts *** Free Life coaching Course *** (Offer Ends Soon) *** Course Curriculum The detailed curriculum outline of our Lab Analyst Training course is as follows: ***Lab Technician Training*** Module 01: Introduction to the Course Module 02: Medical Laboratory Services Module 03: Laboratory Equipments (Part-01) Module 04: Laboratory Equipments (Part-02) Module 05: Microscope and How to Use It Module 06: Solutions Used in Clinical/Medical Laboratory Module 07: Sterilisation, Disinfection and Decontamination Module 08: Basic HaematologyLab Analyst Training Module 09: Basic Haemostasis (Coagulation) Module 10: Basic Immunology and Immunohematology Module 11: Urinalysis Module 12: Basic Clinical Chemistry Module 13: Basic Clinical Microbiology Module 14: Basic Parasitology Module 15: Laboratory Accidents and Safety Module 16: Quality Assurance Accreditation All of our courses, including this Lab Technician course, are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certification Once you've successfully completed your Lab Technician course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). Our certifications have no expiry dates, although we do recommend that you renew them every 12 months. Assessment At the end of the Lab Technician course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven't, there's no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone with a knack for learning new skills can take this Lab Technician course. While this comprehensive training is popular for preparing people for job opportunities in the relevant fields, it also helps to advance your career for promotions. Requirements Learners do not require any prior qualifications to enrol on this course. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the hard copy certificates for Free! The delivery charge of the hard copy certificate inside the UK is £3.99 each.

Overview This comprehensive course on Functional Skills IT will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Functional Skills IT comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Functional Skills IT. It is available to all students, of all academic backgrounds. Requirements Our Functional Skills IT is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 15 sections • 64 lectures • 04:55:00 total length •Introduction to IT Fundamentals: 00:03:00 •The Case for Computer Literacy: 00:03:00 •Features Common to Every Computing Device: 00:02:00 •Common General-Purpose Computing Devices: 00:02:00 •Networks of Computing Devices: 00:04:00 •Remotely-Accessed Computer Systems: 00:04:00 •Specialized Computer Systems: 00:02:00 •Specialty I/O Devices: 00:01:00 •CPUs: 00:03:00 •Passive and Active Cooling: 00:03:00 •RAM and Active Memory: 00:05:00 •Motherboards: 00:03:00 •Power Supplies: 00:03:00 •AMA - Ask Me Anything about System Hardware: 00:07:00 •Ports and Connectors: 00:03:00 •General Use I/O Devices: 00:02:00 •AMA - Ask Me Anything about I/O, Ports and Peripherals: 00:07:00 •Basics of Binary: 00:04:00 •Storage Technologies: 00:04:00 •Mass Storage Variation: 00:03:00 •AMA - Ask Me Anything about Data Storage and Sharing: 00:07:00 •Operating System Functions: 00:04:00 •Operating System Interfaces: 00:05:00 •AMA - Ask Me Anything about Understanding OS's: 00:05:00 •Preparing the Work Area: 00:02:00 •Setting up a Desktop PC: 00:01:00 •Completing PC Setup: 00:04:00 •AMA - Ask Me Anything about Setting up and Configuring a PC: 00:09:00 •Personalizing a Tablet: 00:08:00 •AMA - Ask Me Anything about Mobile Devices Part 1: 00:07:00 •AMA - Ask Me Anything about Mobile Devices Part 2: 00:07:00 •File Management Tools: 00:02:00 •File Manipulation: 00:06:00 •Backups: 00:03:00 •AMA - Ask Me Anything about Managing Files: 00:08:00 •Walking Survey of Applications: 00:03:00 •Managing Applications: 00:03:00 •Applications and Extensions: 00:04:00 •AMA - Ask Me Anything about Working with Applications: 00:07:00 •Wi-Fi Setup: 00:06:00 •Going High Speed: 00:03:00 •Setting Up and Sharing Printers: 00:05:00 •AMA - Ask Me Anything about Networks and Internet Connectivity Part 1: 00:07:00 •AMA - Ask Me Anything about Networks and Internet Connectivity Part 2: 00:05:00 •Physical Security: 00:05:00 •Dealing with Malware: 00:03:00 •Password Management: 00:03:00 •Clickworthy: 00:03:00 •Perils of Public Internet: 00:02:00 •AMA - Ask Me Anything about IT Threat Mitigation Part 1: 00:07:00 •AMA - Ask Me Anything about IT Threat Mitigation Part 2: 00:08:00 •Power Management: 00:02:00 •Cleaning and Maintaining Computers: 00:02:00 •Trash it or Stash it?: 00:02:00 •AMA - Ask Me Anything about Computer Maintenance and Management: 00:11:00 •Troubleshooting 101: 00:03:00 •AMA - Ask Me Anything about Troubleshooting Computers Part 1: 00:10:00 •AMA - Ask Me Anything about Troubleshooting Computers Part 2: 00:11:00 •Introduction to Databases: 00:06:00 •Database Details: 00:06:00 •AMA - Ask Me Anything about Databases: 00:06:00 •Introduction to Programming: 00:04:00 •Programming with a PBJ Sandwich: 00:08:00 •AMA - Ask Me Anything about Programming: 00:04:00

Overview This comprehensive course on Develop Big Data Pipelines with R & Sparklyr & Tableau will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Develop Big Data Pipelines with R & Sparklyr & Tableau comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast-track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Develop Big Data Pipelines with R & Sparklyr & Tableau. It is available to all students, of all academic backgrounds. Requirements Our Develop Big Data Pipelines with R & Sparklyr & Tableau is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 6 sections • 20 lectures • 02:59:00 total length •Introduction: 00:12:00 •R Installation: 00:05:00 •Installing Apache Spark: 00:12:00 •Installing Java (Optional): 00:05:00 •Testing Apache Spark Installation: 00:03:00 •Installing Sparklyr: 00:07:00 •Data Extraction: 00:06:00 •Data Transformation: 00:18:00 •Data Exporting: 00:07:00 •Data Pre-processing: 00:18:00 •Building the Predictive Model: 00:10:00 •Creating the Prediction Dataset: 00:10:00 •Installing Tableau: 00:02:00 •Loading the Data Sources: 00:05:00 •Creating a Geo Map: 00:12:00 •Creating a Bar Chart: 00:08:00 •Creating a Donut Chart: 00:15:00 •Creating the Magnitude Chart: 00:09:00 •Creating the Dashboard: 00:15:00 •Source Code: 00:00:00

Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various 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 19 sections • 99 lectures • 00:08:00 total length •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 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 •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 •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 •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 •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 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •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 •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 •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 •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 •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 •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 •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 •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 •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 •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 •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- Python for Data Analysis: 00:00:00