298 Data Management courses in Nottingham delivered On Demand

Description Digital Curation Diploma The world of digital data is vast, intricate, and constantly evolving. To navigate and master this expanse, one requires a specialised set of skills and knowledge. Enter the Digital Curation Diploma, a comprehensive online course that equips participants with the tools, techniques, and strategies to effectively curate, preserve, and present digital information. The course begins with an 'Introduction to Digital Curation', setting the foundation for understanding the core principles and practices that govern the digital realm. From managing collections to interpreting vast amounts of data, the importance of curation becomes evident in a digital age where information overload is a common challenge. Next, the course explores the 'Tools and Technologies in Digital Curation'. Here, participants will gain hands-on experience with the software and platforms pivotal to the curation process. Mastery of these tools will empower learners to seamlessly handle and organise digital content. A deep understanding of 'Metadata and Its Significance' follows. As the backbone of digital information, metadata offers context, clarity, and structure. Through this unit, the significance of metadata will be thoroughly analysed, offering insights into its role in enhancing searchability and accessibility. Equally vital is the section on 'Digital Preservation Strategies'. In a world where technological obsolescence is rapid, preserving digital artefacts requires strategic thinking. This segment teaches the methodologies and best practices to ensure that digital content stands the test of time. As curators navigate the digital space, they must also be vigilant about 'Rights Management and Licensing'. This essential unit will elucidate the intricacies of intellectual property, offering guidelines on how to ethically and legally curate content. 'Curating Multimedia and Interactive Content' offers a fresh perspective. With the rise of multimedia content, from videos to interactive infographics, the need for competent curation in this area is paramount. This module ensures participants are adept at handling diverse forms of content with finesse. From individual pieces of content, the course then shifts to 'Building Digital Collections and Exhibitions'. Assembling digital archives and creating online exhibitions demands a keen eye for detail and narrative structure. This segment provides the techniques to achieve just that. The course also delves into 'Data Curation and Big Data Management'. In an era where data drives decisions, understanding how to manage and curate vast datasets is critical. This unit imparts knowledge on data storage, organisation, and interpretation. Furthermore, 'Ethical Considerations in Digital Curation' addresses the moral responsibilities of a digital curator. Navigating the fine line between access and privacy, this unit fosters a sense of integrity and responsibility. Lastly, 'The Future of Digital Curation' paints a picture of what lies ahead. As technologies evolve and new challenges arise, this module equips participants with the foresight to stay ahead of the curve. In conclusion, the Digital Curation Diploma is not just another online course. It's a journey into the depths of the digital universe, offering a beacon of knowledge and expertise. For those keen on harnessing the potential of digital curation, this diploma is the ideal starting point. Join the course and become part of the next generation of digital curators, shaping the future of digital content and its legacy. What you will learn 1:Introduction to Digital Curation 2:Tools and Technologies in Digital Curation 3:Metadata and Its Significance 4:Digital Preservation Strategies 5:Rights Management and Licensing 6:Curating Multimedia and Interactive Content 7:Building Digital Collections and Exhibitions 8:Data Curation and Big Data Management 9:Ethical Considerations in Digital Curation 10:The Future of Digital Curation Course Outcomes After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college. Assessment Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter. Accreditation Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.

Imagine yourself being an expert in information management when the entire world is drowning in data. Indeed, it will give you an edge in multiple industries if you can gain concrete skills in this field. This information management course has been designed to equip you with all the basic knowledge to start your pathway to becoming an industry leader in the data sector. Picture the first module as your grand entry into the world of data. Here, you will be introduced to the fundamentals terminology. Plus, you will also get insights into how data is critical to business growth.  The second module 2 of this course will teach you about the strategies for managing information. Understanding this module will help you sync information and manage goals with the organisation's primary mission. Plus, you will learn strategic planning, creating a roadmap of data to action, and data governance.  In module 3, you will explore database systems, design, and data storage. Here, you will also have an idea about the NoSQL databases. Module 5 sheds light on auditing information systems. It will help you determine the tools and techniques to evaluate data reliability. Here, you will learn audit principles, planning, risk assessment, and procedures.  The final module of this course focuses on ethical considerations related to data management. The key concepts you will learn here are ethical framework, data privacy laws, data ethics, and data protection strategies. At the end of this module, you can ensure responsible data handling and robust data protection management. Enrol in this top-notch information systems management course to secure yourself in a job market with an average salary of £39,000 per year in the UK. Learning Outcome Gain proficiency in analysing and interpreting data for decision-making Build a strategic mindset to prepare an excellent information strategy Acquire skills to ensure efficient data storage plus retrieval Ability to use MIS to assist managerial decision-making Develop auditing skills to ensure compliance, security, data integrity Have a clear understanding of ethical awareness related to data Career path Data Analyst Information Security Specialist Database Administrator IT Project Manager Chief Information Officer Business intelligence analyst Course Curriculum Module 01: Introduction to Information Management Introduction to Information Management 00:32:00 Module 02: Information Management Strategy Information Management Strategy 00:17:00 Module 03: Databases and Information Management Databases and Information Management 00:29:00 Module 04: Management Information Systems (MIS) Management Information Systems (MIS) 00:16:00 Module 05: Auditing Information Systems Auditing Information Systems 00:16:00 Module 06: Ethical and Social Issues and Data Protection Ethical and Social Issues and Data Protection 00:27:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

An excellent career as Legal Secretary not only benefits you financially but also society. Learn about Contract and Business Law, Conflict and Conflict Resolution.

Step into the fascinating world of 'Geospatial Technology, Remote Sensing, and Web Mapping,' where learning becomes an exciting voyage. This course is not your typical academic roadmap; it's a dynamic adventure that plunges you into the intricate dance between technology and geography. From untangling the threads of Geographic Information Systems (GIS) Basics to harnessing the capabilities of Remote Sensing, each module unfolds as a thrilling chapter in your expedition toward spatial expertise. Envision not just absorbing knowledge but actively shaping the landscape of the future. This course isn't a lecture; it's an invitation to embark on a daring escapade, challenging you to lead the charge in spatial exploration. Join us and redefine the boundaries where data and vision collide. In this educational escapade, modules don't unfold; they reveal themselves like captivating tales, guiding you through the technological evolution. Traverse the landscapes of spatial data management, waltz through the artistry of web-based mapping, and immerse yourself in the wizardry of geospatial programming. This isn't just about accumulating information; it's about emerging as a pioneer, armed with skills that defy convention. Enlist now to navigate a future where every data point holds the promise of revelation, and every map transforms into a canvas of possibilities. Learning Outcomes Develop an in-depth understanding of Geospatial Technology, bridging the gap between theory and hands-on applications in real-world projects. Master the essentials of Geographic Information Systems (GIS), skillfully utilizing spatial data for insightful analysis and decision-making. Cultivate expertise in spatial data management, ensuring the efficient organization of geospatial information. Explore advanced spatial analysis techniques, extracting meaningful insights from intricate geographic datasets. Unleash the potential of Remote Sensing and Imagery, gaining heightened awareness of Earth's surface and environmental dynamics. Why choose this Geospatial Technology, Remote Sensing and Web Mapping course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Geospatial Technology, Remote Sensing and Web Mapping course for? Tech enthusiasts eager to unravel the fusion of geography and cutting-edge technologies. Visionaries in environmental science, urban planning, or data analytics. GIS professionals hungry for skill enhancement and the latest industry insights. Aspiring geospatial programmers, ready to script the future. Urban planners and policymakers keen on integrating geospatial tools for strategic decision-making. Career path Geospatial Visionary: £25,000 - £35,000 per annum GIS Alchemist: £30,000 - £40,000 per annum Remote Sensing Maestro: £35,000 - £45,000 per annum Web Mapping Virtuoso: £28,000 - £38,000 per annum Geospatial Code Wizard: £26,000 - £36,000 per annum GIS Applications Guru: £30,000 - £40,000 per annum Prerequisites This Geospatial Technology, Remote Sensing and Web Mapping does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Geospatial Technology, Remote Sensing and Web Mapping was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Introduction to Geospatial Technology Introduction to Geospatial Technology 00:18:00 Module 02: Geographic Information Systems (GIS) Basics Geographic Information Systems (GIS) Basics 00:22:00 Module 03: Spatial Data Management Spatial Data Management 00:20:00 Module 04: Spatial Analysis Techniques Spatial Analysis Techniques 00:16:00 Module 05: Remote Sensing and Imagery Remote Sensing and Imagery 00:19:00 Module 06: Web-Based Mapping and Visualisation Web-Based Mapping and Visualisation 00:19:00 Module 07: Geospatial Programming and Automation Geospatial Programming and Automation 00:17:00 Module 08: GIS Applications and Real-World Projects GIS Applications and Real-World Projects 00:15:00

Course Overview Discover how to reach the next level of data management when you elevate your knowledge of Microsoft's primary information handling tool with this Access 365 Advanced course. The most current version of Microsoft Access is an integral part of the company's Office suite and allows for improved links and shared functions between each app. Using this training, you will learn how to gain the full benefits from this reliable and adaptable platform, empowering you to produce more advanced reports and calculations for business and personal use. This Microsoft Access 365 tutorial is the most progressive and complete way to ensure that you are fully aware of all of the functions and techniques that are available to you for data management and associated tasks. You will impress others as to the professional methods and outcomes you can utilise in your work, making you the 'go-to' person for using this tool and the functionality it holds. Everything you need to know about database maintenance, database configuration, and automating processes is presented here for you, all available in easy-to-follow online modules. Be the best with Access 365 by enrolling now. This best selling Access 365 Advanced has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Access 365 Advanced is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Access 365 Advanced is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Access 365 Advanced is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Access 365 Advanced, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Access 365 Advanced will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Access 365 Advanced to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

Are you ready to take your career to the next level? Our Diploma on Legal Secretary and Office Skills is designed to equip you with the comprehensive knowledge and practical skills needed to excel in the dynamic legal field. This program is perfect for those seeking a rewarding career as a legal secretary or paralegal, providing you with the expertise to support legal professionals effectively. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access The Diploma on Legal Secretary and Office Skills provides learners with comprehensive training to excel in a legal office environment. Students will learn about the various roles and responsibilities within a legal workplace, focusing on ethical conduct and professional behavior. The course covers essential skills such as customer service, telephone handling, and managing meetings, ensuring students can efficiently support legal professionals. Learners will also gain proficiency in data management, record-keeping, proofreading, and editing legal documents. Additionally, the course includes training in professional writing, understanding English law and legal systems, and specific areas of law such as family law, contract law, property law, and wills and probate. By the end of the course, students will be well-equipped with the necessary knowledge and practical skills to perform effectively as legal secretaries. Course Curriculum Module 01: Introduction to Legal Secretary Module 02: The Legal Workplace and Professionals Module 03: Professional Conduct and Ethics of Paralegals Module 04: Customer Service and Telephone Handling Skills Module 05: Meeting Management & Minute Taking Module 06: Data Management and Record-Keeping Module 07: Document Proofreading and Editing Module 08: Professional Writing and Documents Module 09: English Law & Legal Systems Module 10: Family Law and Insurance Practice Module 11: Law of Contract & Law of Tort Module 12: Property Law & Conveyancing Practice Module 13: Wills, Probate, Estate Law Module 14: Other Essential Skills for Secretarial Role Learning Outcomes: Understand the role and duties of a legal secretary. Navigate the legal workplace and engage with professionals. Adhere to paralegal professional conduct and ethics standards. Deliver excellent customer service and manage telephone communications. Efficiently organise meetings and accurately take minutes. Manage data and maintain precise records. CPD 10 CPD hours / points Accredited by CPD Quality Standards Diploma on Legal Secretary and Office Skills 3:48:56 1: Module 01: Introduction to Legal Secretary 12:29 2: Module 02: The Legal Workplace and Professionals 28:03 3: Module 03: Professional Conduct and Ethics of Paralegals 15:01 4: Module 04: Customer Service and Telephone Handling Skills 13:22 5: Module 05: Meeting Management & Minute Taking 37:43 6: Module 06: Data Management and Record-Keeping 08:37 7: Module 07: Document Proofreading and Editing 12:55 8: Module 08: Professional Writing and Documents 16:41 9: Module 09: English Law & Legal Systems 22:55 10: Module 10: Family Law and Insurance Practice 12:29 11: Module 11: Law of Contract & Law of Tort 15:52 12: Module 12: Property Law & Conveyancing Practice 11:51 13: Module 13: Wills, Probate, Estate Law 07:57 14: Module 14: Other Essential Skills for Secretarial Role 12:01 15: CPD Certificate - Free 01:00 Who is this course for? Aspiring legal secretaries and administrative staff. Individuals seeking a career in law. Office staff needing legal office skills. Professionals transitioning to legal environments. Students interested in legal administrative roles. Career path Legal Secretary Paralegal Assistant Office Administrator in a legal setting Legal Receptionist Document Management Clerk Conveyancing Assistant Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

The Admin, Secretarial & PA - Mega Bundle online course is a comprehensive and tailored program designed to enhance your skills and knowledge in the field of administrative support. Whether you're aspiring to become a professional administrator, a skilled secretary, or a proficient personal assistant, this course provides you with the essential tools and techniques to excel in your role. This Mega Bundle course offers a wide range of modules that cover various aspects of administrative responsibilities. You'll delve into the fundamentals of office management, including organizing schedules, coordinating meetings, and maintaining effective communication channels. Additionally, you'll learn vital skills such as record-keeping, data management, and file organization, ensuring efficiency and productivity in your daily tasks. The course also focuses on honing your interpersonal and communication skills, as these are crucial in providing exceptional support to executives and teams. You'll gain insights into effective communication strategies, professional etiquette, and how to handle challenging situations with tact and diplomacy. Moreover, the Admin, Secretarial & PA - Mega Bundle online course goes beyond the traditional administrative roles by incorporating modules on project management, event planning, and even digital marketing. This allows you to expand your skill set and become a valuable asset in today's fast-paced and dynamic work environments. As an online course, it offers the flexibility to learn at your own pace and convenience. You can access the course materials from anywhere, at any time, making it ideal for busy professionals or individuals seeking to upgrade their skills while juggling other commitments. Upon completion of the Admin, Secretarial & PA - Mega Bundle online course, you'll have gained a comprehensive understanding of the administrative field, acquired practical skills, and developed the confidence to excel in your chosen career path. Whether you're looking to start a new career or enhance your existing role, this course provides the knowledge and tools necessary to thrive in the world of administration and support. Contains: Admin, PA and Secretarial Certification PA Telephone Skills Certification Touch Typing and Shorthand Executive Admin & PA Certification Level 3

Has the Computer System Validation Engineer left and you’ve been handed their responsibilities? Do the thoughts of your next audit fill you with dread? CSV can be frustrating but this program will show you how to manage electronic data in a regulated manufacturing/laboratory/clinical environment using the GAMP framework and ensure compliance with FDA’s 21 CFR Part 11, EU Annex 11 or other regulatory guidelines.

In the intricate world of healthcare, clinical research is a beacon, shining light on innovations and advancements. Dive into 'Clinical Research Administration: Navigating the Healthcare Landscape', an expertly curated journey that marries in-depth knowledge with actionable strategies. This course will guide you from the foundations of clinical research to its evolving future. You'll traverse trial designs, the imperatives of ethics, data intricacies, and quality controls, ensuring you're equipped to lead, innovate, and make pivotal decisions within the clinical research realm. Learning Outcomes Gain a robust understanding of the clinical research ecosystem and its administration. Design and plan effective clinical trials while ensuring ethical and regulatory compliance. Master the art of data management, ensuring accuracy and reliability. Oversee trial monitoring, auditing, and meticulous safety reporting. Analyse clinical data proficiently and forecast the future trends in clinical research. Why choose this Clinical Research Administration: Navigating the Healthcare Landscape course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Clinical Research Associate: Administration & Navigating the Healthcare Landscape 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 Clinical Research Administration: Navigating the Healthcare Landscape course for? Aspiring clinical researchers poised to shape the future of healthcare. Healthcare administrators seeking specialised knowledge in research. Medical students aiming to bolster their understanding of clinical trials. Ethics committee members desiring a broader perspective. Quality assurance professionals in the healthcare sector. Career path Clinical Research Coordinator: £25,000 - £40,000 Clinical Data Manager: £35,000 - £60,000 Clinical Research Associate: £30,000 - £50,000 Regulatory Affairs Specialist: £40,000 - £70,000 Clinical Trials Auditor: £40,000 - £65,000 Clinical Research Manager: £50,000 - £80,000 Prerequisites This Clinical Research Associate: Administration & Navigating the Healthcare Landscape does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Clinical Research Associate: Administration & Navigating the Healthcare Landscape was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Introduction to Clinical Research Administration Introduction to Clinical Research Administration 00:15:00 Module 02: Clinical Trial Design and Planning Ethics and Regulatory Compliance 00:11:00 Module 03: Ethics and Regulatory Compliance Ethics and Regulatory Compliance 00:13:00 Module 04: Institutional Review Boards (IRBs) and Ethics Committees Institutional Review Boards (IRBs) and Ethics Committees 00:10:00 Module 05: Data Management and Recordkeeping Data Management and Recordkeeping 00:12:00 Module 06: Safety Reporting and Adverse Events Safety Reporting and Adverse Events 00:10:00 Module 07: Clinical Trial Monitoring and Auditing Clinical Trial Monitoring and Auditing 00:09:00 Module 08: Study Site Management and Quality Control Study Site Management and Quality Control 00:17:00 Module 09: Data Analysis and Reporting Data Analysis and Reporting 00:09:00 Module 10: The Future of Clinical Research The Future of Clinical Research 00:10:00

Dive deep into the vast realm of Python data science with our meticulously crafted course: 'Python Data Science with Numpy, Pandas and Matplotlib'. Explore the intricate details of Python, setting the stage with Pandas and Numpy, before delving into the power of Python data structures. With topics ranging from Python Strings to Matplotlib Histograms, you'll gain a holistic insight, ensuring that every dataset you touch unveils its story compellingly. So, if you're keen on transmuting raw data into visual masterpieces or insights, this journey is tailor-made for you. Learning Outcomes Grasp foundational knowledge of Python and its data structures like strings, lists, and dictionaries. Understand the potential of NumPy, from basic array operations to handling multi-dimensional arrays. Master the versatility of Pandas, encompassing everything from dataframe conversions to intricate operations like aggregation and binning. Efficiently manage, manipulate, and transform data using Pandas' diverse functionalities. Create visually striking and informative graphs using the power of Matplotlib. Why buy this Python Data Science with Numpy, Pandas and Matplotlib course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Python Data Science with Numpy, Pandas and Matplotlib 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 Python Data Science with Numpy, Pandas and Matplotlib course for? Beginners eager to jumpstart their journey in Python data science. Analysts looking to enhance their data manipulation skills using Python. Statisticians keen on expanding their toolset with Python-based libraries. Data enthusiasts desiring a deep dive into Python's data libraries and structures. Professionals aiming to upgrade their data visualisation techniques. Prerequisites This Python Data Science with Numpy, Pandas and Matplotlib does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Python Data Science with Numpy, Pandas and Matplotlib 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 Data Scientist: £40,000 - £80,000 Python Developer: £35,000 - £70,000 Data Analyst: £30,000 - £55,000 Business Intelligence Analyst: £32,000 - £60,000 Research Analyst: £28,000 - £52,000 Data Visualization Engineer: £33,000 - £65,000 Course Curriculum Course Introduction and Table of Contents Course Introduction and Table of Contents 00:09:00 Introduction to Python, Pandas and Numpy Introduction to Python, Pandas and Numpy 00:07:00 System and Environment Setup System and Environment Setup 00:08:00 Python Strings Python Strings - Part 1 00:11:00 Python Strings - Part 2 00:09:00 Python Numbers and Operators Python Numbers and Operators - Part 1 00:06:00 Python Numbers and Operators - Part 2 00:07:00 Python Lists Python Lists - Part 1 00:05:00 Python Lists - Part 2 00:06:00 Python Lists - Part 3 00:05:00 Python Lists - Part 4 00:07:00 Python Lists - Part 5 00:07:00 Tuples in Python Tuples in Python 00:06:00 Sets in Python Sets in Python - Part 1 00:05:00 Sets in Python - Part 2 00:04:00 Python Dictionary Python Dictionary - Part 1 00:07:00 Python Dictionary - Part 2 00:07:00 NumPy Library - Introduction NumPy Library Intro - Part 1 00:05:00 NumPy Library Intro - Part 2 00:05:00 NumPy Library Intro - Part 3 00:06:00 NumPy Array Operations and Indexing NumPy Array Operations and Indexing - Part 1 00:04:00 NumPy Array Operations and Indexing - Part 2 00:06:00 NumPy Multi-Dimensional Arrays NumPy Multi-Dimensional Arrays - Part 1 00:07:00 NumPy Multi-Dimensional Arrays - Part 2 00:06:00 NumPy Multi-Dimensional Arrays - Part 3 00:05:00 Introduction to Pandas Series Introduction to Pandas Series 00:08:00 Introduction to Pandas Dataframes Introduction to Pandas Dataframes 00:07:00 Pandas Dataframe conversion and drop Pandas Dataframe conversion and drop - Part 1 00:06:00 Pandas Dataframe conversion and drop - Part 2 00:06:00 Pandas Dataframe conversion and drop - Part 3 00:07:00 Pandas Dataframe summary and selection Pandas Dataframe summary and selection - Part 1 00:06:00 Pandas Dataframe summary and selection - Part 2 00:06:00 Pandas Dataframe summary and selection - Part 3 00:07:00 Pandas Missing Data Management and Sorting Pandas Missing Data Management and Sorting - Part 1 00:07:00 Pandas Missing Data Management and Sorting - Part 2 00:07:00 Pandas Hierarchical-Multi Indexing Pandas Hierarchical-Multi Indexing 00:06:00 Pandas CSV File Read Write Pandas CSV File Read Write - Part 1 00:05:00 Pandas CSV File Read Write - Part 2 00:07:00 Pandas JSON File Read Write Pandas JSON File Read Write Operations 00:07:00 Pandas Concatenation Merging and Joining Pandas Concatenation Merging and Joining - Part 1 00:05:00 Pandas Concatenation Merging and Joining - Part 2 00:04:00 Pandas Concatenation Merging and Joining - Part 3 00:04:00 Pandas Stacking and Pivoting Pandas Stacking and Pivoting - Part 1 00:06:00 Pandas Stacking and Pivoting - Part 2 00:05:00 Pandas Duplicate Data Management Pandas Duplicate Data Management 00:07:00 Pandas Mapping Pandas Mapping 00:04:00 Pandas Grouping Pandas Groupby 00:06:00 Pandas Aggregation Pandas Aggregation 00:09:00 Pandas Binning or Bucketing Pandas Binning or Bucketing 00:08:00 Pandas Re-index and Rename Pandas Re-index and Rename - Part 1 00:04:00 Pandas Re-index and Rename - Part 2 00:05:00 Pandas Replace Values Pandas Replace Values 00:05:00 Pandas Dataframe Metrics Pandas Dataframe Metrics 00:07:00 Pandas Random Permutation Pandas Random Permutation 00:08:00 Pandas Excel sheet Import Pandas Excel sheet Import 00:07:00 Pandas Condition Selection and Lambda Function Pandas Condition Selection and Lambda Function - Part 1 00:05:00 Pandas Condition Selection and Lambda Function - Part 2 00:05:00 Pandas Ranks Min Max Pandas Ranks Min Max 00:06:00 Pandas Cross Tabulation Pandas Cross Tabulation 00:07:00 Matplotlib Graphs and plots Graphs and plots using Matplotlib - Part 1 00:06:00 Graphs and plots using Matplotlib - Part 2 00:02:00 Matplotlib Histograms Matplotlib Histograms 00:03:00 Resource File Resource File - Python Data Science with Numpy, Pandas and Matplotlib 00:00:00