326 Courses

Dive deep into the world of spreadsheet mastery with our 'Data Analysis, Automating and Visualisation in Excel' course. This comprehensive programme takes you on a transformative journey from the rudiments of worksheet modifications to the advanced arts of data forecasting. Within each module, you'll unveil the secrets behind efficient list management, compelling visualisations, and the magic of PivotTables, among many other features. Moreover, automation isn't left behind; it's the heart and soul, making your workbook a living entity that breathes efficiency. By the end, you'll not only be fluent in Excel's vast toolkit but also possess the flair to present data in engaging, insightful ways. Learning Outcomes: Master the art of efficient worksheet modification and effective list management. Harness the power of data analysis tools to make informed decisions. Craft compelling visuals using charts, Sparklines, and data mapping techniques. Implement PivotTables and PivotCharts to dissect complex data sets effortlessly. Automate workbook functionalities for optimised and streamlined processes.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Analysis-Automating-and-Visualisation-in-Excel.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Data Analysis, Automating and Visualisation in Excel? 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 Data Analysis, Automating and Visualisation in Excel 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 Data Analysis, Automating and Visualisation in Excel course for? Individuals looking to enhance their data visualisation and analysis prowess. Managers wanting a streamlined approach to handling large datasets. Academic researchers aiming to present their data in a more compelling format. Finance professionals seeking efficient ways to dissect and forecast financial data. Marketing strategists aiming to leverage data for improved decision-making. Career path Data Analyst: £30,000 - £50,000 per annum Financial Analyst: £35,000 - £55,000 per annum Market Research Analyst: £28,000 - £45,000 per annum Business Intelligence Analyst: £32,000 - £56,000 per annum Operations Analyst: £30,000 - £52,000 per annum Research Scientist (Data-oriented): £35,000 - £60,000 per annum Prerequisites This Data Analysis, Automating and Visualisation in Excel does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Data Analysis, Automating and Visualisation in Excel 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 Modifying a Worksheet Insert, Delete, and Adjust Cells, Columns, and Rows 00:10:00 Search for and Replace Data 00:09:00 Use Proofing and Research Tools 00:07:00 Working with Lists Sort Data 00:10:00 Filter Data 00:10:00 Query Data with Database Functions 00:09:00 Outline and Subtotal Data 00:09:00 Analyzing Data Apply Intermediate Conditional Formatting 00:07:00 Apply Advanced Conditional Formatting 00:05:00 Visualizing Data with Charts Create Charts 00:13:00 Modify and Format Charts 00:12:00 Use Advanced Chart Features 00:12:00 Using PivotTables and PivotCharts Create a PivotTable 00:13:00 Analyze PivotTable Data 00:12:00 Present Data with PivotCharts 00:07:00 Filter Data by Using Timelines and Slicers 00:11:00 Working with Multiple Worksheets and Workbooks Use Links and External References 00:12:00 Use 3-D References 00:06:00 Consolidate Data 00:05:00 Using Lookup Functions and Formula Auditing Use Lookup Functions 00:12:00 Trace Cells 00:09:00 Watch and Evaluate Formulas 00:08:00 Automating Workbook Functionality Apply Data Validation 00:13:00 Search for Invalid Data and Formulas with Errors 00:04:00 Work with Macros 00:18:00 Creating Sparklines and Mapping Data Create Sparklines 00:07:00 MapData 00:07:00 Forecasting Data Determine Potential Outcomes Using Data Tables 00:08:00 Determine Potential Outcomes Using Scenarios 00:09:00 Use the Goal Seek Feature 00:04:00 Forecasting Data Trends 00:05:00 Assignment Assignment - Data Analysis, Automating and Visualisation in Excel 00:00:00

Essential skills for successfully treating a wide range of conditions – such as trauma, addictions, anxiety and depression – as well as making long-lasting behaviour changes and much more… Accredited CPD Certificate : 6 hours Length 1 day (9.30am - 4.00pm) This has been a priceless experience. Life-changing. Brilliant, simply brilliant!COUNSELLOR / EX IT SERVICE MANAGER Why take this course Strong emotions focus and lock attention – keeping people trapped in problem behaviours. Therapeutic change cannot happen until the emotional arousal is reduced. This is why all health and welfare professionals need to know how to induce the relaxation response in their clients. Guided imagery and visualisation not only reduce emotional arousal quickly but can be used to reframe life circumstances through metaphor and to rehearse in the imagination any required changed behaviours and/or feelings, which dramatically increases the likelihood of those changes taking place in ‘real life’. If you want to be able to help people effectively, this is a key course to attend – guided imagery is an essential skill required for removing phobias, curing PTSD, lifting depression and overcoming addictions or self-harm, and is also useful for raising self-confidence and increasing motivation. When you become confident in using these skills, you can begin to bring patients out of the emotionally-driven trance states of a wide range of conditions such as anxiety disorders, addiction, anger, stress overload, trauma, depression, chronic pain and much more. That is why guided imagery is one of the most powerful psychotherapeutic tools available to us – and one you need in your ‘toolkit’. Fascinating way of working with clients – relaxation techniques very powerful. Extremely relevant to practice. Good techniques and strategies learnt to use with clients to help them problem solve and move forward.HEALTH VISITOR What will you learn Powerful new ways to improve treatment outcomes Training and practice in using one of the most effective psycho- therapeutic tools available for treating a wide range of emotional and physical conditions Invaluable ways to motivate people, reframe life circumstances and instigate changes in behaviour Insight into how the mind/body communication system works Greater confidence when working with a wide variety of conditions Supervised practise in generating healing trances The core skills you need to acquire for the rewind technique for treating PTSD and phobias A variety of ways to help people relax Ways to reduce pain, including in childbirth Increased understanding of trance states and their role in everyday life Effective skills for helping people improve their performance – sports, public speaking etc. The opportunity to experience relaxation, guided imagery and visualisation yourself A scientifically-sound knowledge of why the various techniques and skills you will gain are so valuable And much more Good to know The skills you will learn on this course are an essential pre-requisite for taking the The Rewind Technique – Effective treatment for trauma (PTSD) and phobias course. You will also need them for the following courses too: Brief Therapy for Stopping Addictions How to Lift Depression Overcoming Self-harm Further guided imagery techniques can be learnt and practised on our NEW workshop: Guided Imagery 2 – essential techniques Course Programme The ‘Guided imagery and visualisation for therapeutic change’ course starts at 9.30am and runs until 4.00pm. From 8.30am Registration (Tea and coffee served until 9.25am) 9.30am What guided imagery is and why it works 11.00am Discussion over tea/coffee 11.30am The essence of all relaxation inductions: an easy way to start 1.00pm Lunch (included) 1.45pm Why it is important to be flexible: a range of techniques 2.45pm Discussion over tea/coffee 3.00pm Guided imagery and counselling: the essential steps 4.00pm Day ends Who is this course suitable for? Anyone who wants to help people effectively and for the long-term, particularly those involved in mental and physical healthcare would benefit from attending Psychotherapists, counsellors and mental health workers – these skills are essential to have to work with a wide range of conditions and for ensuring long-term behaviour change (see list below) Trained hypnotherapists looking to extend and build on their existing skillset and understanding The information and skills taught are extremely useful for dealing with: Stress; addictions; agoraphobia; allergies; anorexia; anger; asthma; bed wetting; blood pressure; bulimia; depression; lack of confidence; chronic pain; eczema; frustration; guilt; grief; hay fever; inhibition; insomnia; irritable bowel (IBS); relationship/marital difficulties; migraine; nightmares; obsessions (OCD); pain control; panic attacks; phobias (all kinds); sexual difficulties (impotence, premature ejaculation and vaginismus); shyness; skin disorders and trauma (PTSD); flashbacks; ulcers; warts and worrying. You can also control blood pressure, stimulate the immune system, promote healing of damaged skin tissue and bones and give birth easier using guided imagery and visualisation. This course has been independently accredited by the internationally recognised CPD Standards Office for 6 hours of CPD training. On completion of this training you’ll receive CPD certificates from the College and the CPD Standards Office.

In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This Flourish Studio Masterclass : Create Animated Visualisation will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The Flourish Studio Masterclass : Create Animated Visualisation will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to Flourish Studio Masterclass : Create Animated Visualisation and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited Flourish Studio Masterclass : Create Animated Visualisation is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this Flourish Studio Masterclass : Create Animated Visualisation. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. 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 £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path The Flourish Studio Masterclass : Create Animated Visualisation will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum Introduction to Flourish Studio Welcome 00:04:00 Flourish Studio Background Story 00:01:00 Features of Flourish Studio 00:02:00 Flourish Studio Plans (Free, Business, Enterprise) 00:02:00 Getting Started with Flourish Signing up 00:02:00 Home Page Interface Walkthrough 00:06:00 Creating our First Flourish Visualisation 00:04:00 Adding and Managing Data in Flourish Templates Managing Data in Visualisations 00:08:00 Column Bindings 00:06:00 Merge Datasets 00:07:00 Creating Visualisations in Flourish Studio from scratch Creating a Bar or Line Chart in Flourish Studio - First Steps 00:08:00 Changing Settings to update Chart's look and feel - 1 00:21:00 Changing Settings to update Chart's look and feel - 2 00:10:00 Changing Settings to update Chart's look and feel - 3 00:12:00 More Visualisation Templates in Flourish Studio Table Charts (including mini visualisations) 00:09:00 Creating a Hierarchy Visualisation 00:05:00 Scatter Plot 00:06:00 More interesting variations of Scatter Plot 00:04:00 Map & Projection Charts + 3D Maps 00:08:00 Survey Charts 00:07:00 Gantt Chart 00:06:00 Radar Chart in Flourish Studio 00:06:00 Creating a Story and other Options How to create a Story in Flourish 00:13:00 Exporting, Publishing and Sharing 00:05:00 Flourish's Embed Options 00:06:00 How to Delete Projects 00:02:00 Other Exciting and Important Features Controlling access to Visualisations and stories with different Account Types 00:03:00 How to create a video or GIF from Flourish Visualisation/Story 00:04:00 How to generate the thumbnail of your visualisation 00:02:00 Customise colours in Flourish palettes 00:02:00 How to show published projects on your profile page 00:03:00 How to colour parts of your text with custom HTML 00:03:00 Add Social icons in Footer 00:02:00 Data Visualisation Tips & Resources How to select the right Visualisation Template 00:05:00 Dashboard Development Best Practices 00:04:00 Sources to get Datasets to use in Visualisations 00:02:00 Useful Resources to get Help & Continue Learning 00:06:00 Congratulations Congratulations on Course Completion 00:01:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Webinar - Full Recording This webinar will provide an interactive overview on the use of experiential imagery and visualisation techniques in the treatment of anxiety, depression, trauma and suicide management. OVERVIEW Imagery and Thinking Activation and Consolidation TREATMENT Basic imagery techniques for all clients Imagery Techniques for anxiety, depression and anger Imagery Techniques for PTSD Imagery techniques for Compassion Focused Therapy Imagery Techniques in Suicide prevention Implementation for your practice. Imagery techniques applied to ourselves as therapists Summary What is the workshop about? This workshop will cover the the role of imagery in maintaining psychological distress and the use of visualisation-based techniques in therapeutic practice. There will be practical demonstrations and the opportunity to apply key techniques to therapists ourselves. Who should attend? This workshop is aimed at therapists, counsellors, advisers, educationalists, health care workers, social workers and students in these areas. It is particularly useful for counsellors who do not normally work within a cognitive or behavioural model but want to explore tried and tested techniques. Similarly, counsellors and therapists working within this tradition are likely to find this workshop a useful refresher in the latest approaches. It is also suitable for anyone with an interest in contemporary practice in this area. What have previous delegates said about this workshop? Particularly interesting to apply visualisation techniques to ourselves as therapists. Excellent . Very interesting .Thank you . I am newly qualified and though I have used imagery before, my experience is not that broad, so this was very helpful to understand how useful it can be across different disorders and also for me as a therapist. Excellent pacing, very resourceful and easy to understand. Lots of practical ideas to use for practice. Thank you! I loved this workshop, it was informative and give me more ideas as to how to use imagery. I feel more confident about using imagery in my role Informative, good ideas Engaging, well paced and informative. I'm a qualified CBT therapist and found this really increased my knowledge giving particular skills and ways of delivering. Very enjoyable and informative. I got new ideas for use of visualisation work with clients and also for my own self reflection. Thank you! This was a very informative workshop. I will use it in my practice I found it great, and I have used visualisation in a small way but feel I can approach with more confidence. Resources A full set of slides with extensive clickable links to online resources, is sent free to all delegates after the event. This also includes references to key sources. Who is leading this webinar? Professor Patrick McGhee is a CBT therapist, psychologist and UK National Teaching Fellow. Educated at the universities of Glasgow and Oxford, he has completed CPD programmes at Harvard Business School and Ashridge. In 2017 he was a Visiting Fellow/Scholar at the universities of Cornell, Yale and MIT in the USA. He has taught, researched or practised in psychology and therapy for 30 years. His first post was a Research Fellow in Psychiatry and Psychology at St George's Hospital Medical School, University of London. He is the author of Thinking Psychologically (Palgrave) and co-editor of Accounting for Relationships (Methuen). He is an occasional columnist for the Guardian, the BBC and the Times Higher. He currently works in private practice in Greater Manchester. He has full accreditation from the British Association for Behavioural and Cognitive Psychotherapists.

Are you ready to embark on an enlightening journey of wisdom with the Big Data 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 - Big Data : Data Science, Data Analytics & Data Visualisation. Delve into eight immersive CPD Accredited courses, each a standalone course: Big Data Analytics with PySpark Power BI and MongoDB Big Data Analytics with PySpark Tableau Desktop and MongoDB Building Big Data Pipelines with PySpark MongoDB and Bokeh Develop Big Data Pipelines with R & Sparklyr & Tableau Develop Big Data Pipelines with R, Sparklyr & Power BI Basic Data Analysis SQL for Data Science, Data Analytics and Data Visualization Complete Python Machine Learning & Data Science Fundamentals Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Big Data : Data Science, Data Analytics & Data Visualisation bundle illuminate your path to wisdom. The Big Data : Data Science, Data Analytics & Data Visualisation 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 Big Data : Data Science, Data Analytics & Data Visualisation 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 Big Data 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 Big Data : Data Science, Data Analytics & Data Visualisation community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Big Data bundle. Establish robust bases across each course nestled within the Big Data bundle. Decipher intricate concepts through the articulate content of the Big Data 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 Big Data 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 Big Data 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 Big Data bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Big Data 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 Big Data bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Big Data journey and let knowledge guide you towards a brighter future. CPD 85 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 Big Data 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 Big Data 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 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

Reduce Stress - Meditation and Visualisation Certification Figuring out how to decrease pressure utilizing reflection and perception is significant for everybody today. As the speed of present day life increments, so does our pressure, and figuring out how to manage it appropriately makes you more joyful and more profitable. This course gives a complete knowledge into both the reflection and perception methods you need, to lessen your feelings of anxiety; why they work, how they work and, in particular, how you can utilize them for your potential benefit. From the full definition and advantages of perception and reflection to incredible methods for you to accomplish full unwinding, this course covers all you require to think about lessening pressure through contemplation and representation. You will Learn The full definitions and advantages of both representation and contemplation; Successful thoughtful procedures and styles to assist you with lessening pressure; Step by step instructions to effectively utilize perception to accomplish unwinding; Step by step instructions to outfit the de-focusing on force of Mettā Meditation, which joins contemplation and representation; Every one of the means you need to take, to effectively utilize reflection and representation, to lessen pressure. Advantages of taking this Course You will actually want to deal with a distressing circumstance; You will improve your connections at home and at work; You will figure out how to be more beneficial, because of managing pressure; You will figure out how to apply incredible and flexible reflection and representation procedures; You will be more joyful, more loose and totally settled in your life;

Advanced Kibana training course description This training course is aimed at users who already have some experience with Kibana, who are looking to further their knowledge. What will you learn Lens Timelion Maps Custom Visualisations with Vega Canvas Filters and Controls Drilldown and Dashboards KQSL and ElasticQueries Scripted and RunTime Fields Alerts and Alarms Advanced Kibana training course details Who will benefit: Users who already have some experience with Kibana, who are looking to further their knowledge. Prerequisites: None Duration 1 day Advanced Kibana training course contents Topics Lens Visualisation types (tables,bars,charts) Category breakdown Adding multiple metrics Using formulas in metrics Labels Adding reference layer Limitations Visualise Library Timeseries, Metrics Different types of aggregations Maps GeoMapping Heat Maps Using ES index as data source Visualisation, tool tips Custom Visualisations with Vega Introduction to vega scripting Canvas Widgets and Texts Elasticsearch SQL Canvas Expressions Filters and Controls Dropdown filters Ad-hoc filters Searchbar filters Drilldown Dashboards Linking one dashboard to another KQSL and ElasticQueries Bool Query AND/OR Phrase Part match vs keyword search Wildcard search Scripted and RunTime Fields Creating ad-hoc calculated fields using scripts Performance issues Alerts and Alarms Query Based Formatting output Connector types(email,index,teams etc)

The guided imagery and visualisation techniques you will learn on this workshop are essential for helping people successfully overcome depression, addictions, anxiety and more…. Accredited CPD Certificate : 6 hours Length 1 day (9.30am - 4.00pm) Why take this course This new workshop delves deeper into this essential therapeutic skill’s power and flexibility – you will learn a variety of guided imagery techniques that are highly effective at helping people move on from problem behaviours, reframe life circumstances, lower emotional arousal, make therapeutic lifestyle changes, increase resilience and more. Building on the skills learnt on Guided Imagery and Visualisation for therapeutic change (‘Day 1’), this second workshop focuses specifically on the techniques that allow clients to move forward from depression, overcome anxiety and combat addiction. We also look at how to introduce helpful new understandings to clients in a way that overcomes resistance. Strong emotions focus and lock attention keeping people trapped or stuck – so this hands-on training also gives you the opportunity to further develop your therapeutic abilities to help people rehearse in their imagination any desired change to their behaviours and/or feelings, which dramatically increases the likelihood of those changes taking place in ‘real life’, and then being maintained in the future. Guided imagery, as taught on Day 1 is one of the most powerful psychotherapeutic tools available to us; Day 2 will allow you to develop your ability to use it flexibly and successfully in a range of different client presentations. These are essential skills to have in your therapeutic ‘toolkit’. * Please Note: counter-conditioning was previously taught on our pre-2023 Stopping Addictions workshop. Ros has a lovely delivery style that’s very inspiring and left me with so many ideas going forward...MARY FLYNN, GUIDED IMAGERY AND VISUALISATION FOR THERAPEUTIC CHANGE What will you learn How to use the brain’s powerful internal ‘reality generator’ to enable clients to make desired change in their lives Invaluable ways to enable a client to approach situations with confidence and overcome situational anxiety Powerful ways of using this skill to help a client take the ‘first steps’ out of depression An effective technique (counter-conditioning*) which increases likelihood of success when working with clients struggling with addiction Understanding of how to use guided imagery effectively when supporting a client with behaviour change of any kind The use of metaphor within guided imagery; how to craft powerful extended metaphors which take into account a client’s individual model of reality Training and practice in using these techniques Greater confidence in working flexibly with this technique so as to respect each individual client’s model of reality Powerful ways to introduce helpful ideas to a resistant client without breaking rapport Supervised practice in specific techniques for work with a range of presentations How to use healing trance states to reframe difficult life circumstances and build hope using the client’s own resources Specific techniques that can be used to manage pain, or work with anxiety or any other strong state of distress Increased understanding of trance states and their role in everyday life A scientifically-sound knowledge of why the various techniques and skills you will gain are so valuable A range of ways to help people improve their performance – sports, public speaking etc. The opportunity to experience for yourself specific new techniques within guided imagery and visualisation Dates and venues Good to know To attend this course you need to have plenty of experience in using guided imagery and visualisation for relaxing clients or to have completed our Guided Imagery and visualisation for therapeutic change (Day 1) course. (If you are taking the HG Diploma, you will need to attend both days, as both count towards Part 1 of the Human Givens Diploma.) The additional skills you will learn on this second day are introduced on the following courses as integral to effective treatment for the conditions they cover: Stopping Addictions: effective treatment and recovery How to Lift Depression Overcoming Self-harm Please note: The counter-conditioning technique was previously taught on our ‘Stopping Addictions’ workshop. This changed from January 2023. Course Programme The ‘Guided Imagery and Visualisation Additional Techniques’ course starts at 9.30am and runs until 4.00pm. From 8.30am Registration (Tea and coffee served until 9.25am) 9.30am Reality Generator: a powerful way of rehearsing new behaviours and feelings 11.00am Discussion over tea/coffee 11.30am Introducing new, more helpful patterns and overcoming resistance 1.00pm Lunch (included) 1.45pm Working with addiction and behaviour change 2.45pm Discussion over tea/coffee 3.00pm Working with addiction and behaviour change – continued 4.00pm Day ends Who is this course suitable for? Anyone who has already attended Guided Imagery and Visualisation for Therapeutic Change (Day 1) or who has experience in using guided imagery and visualisation to induce a relaxed state in their clients Anyone, with the above skills, who wants to help people effectively and for the long-term, particularly those working in mental and physical healthcare, or with addictions or self harm Psychotherapists, counsellors and mental health workers (who also have the above skills) who work with a wide range of conditions and would like to ensure long-term behaviour change Trained hypnotherapists looking to add these techniques to their existing skillset. This course has been independently accredited by the internationally recognised CPD Standards Office for 6 hours of CPD training. On completion of this training you’ll receive CPD certificates from the College and the CPD Standards Office.

Data dashboards provide key information to stakeholders so that they can make informed decisions. While there are plenty of software solutions for building these essential data products, there is much less guidance on how to design dashboards to meet the diverse needs of users.  This course is for anyone who is building or implementing dashboards, and wants to know more about design principles and best practice. You could be using business intelligence software (such as Power BI or Tableau), or implementing bespoke solutions.  The course will give your team the ability to evaluate user needs and levels of understanding, make informed decisions about chart selections, and make effective use of interactivity dynamic data.  We’ll work with you before the course to ensure that we understand your organisation and what you’re hoping to achieve.  Sample learning content  Session 1: Data with a purpose Understanding the different types of dashboard. Information overload and other common dashboard pitfalls. Assessing user needs and levels of data fluency. Session 2: Planning a dashboard Assessing diverse user needs and levels of data fluency. Taking a User Experience (UX) approach to design and navigation. Applying an interative and collaborative approach to onboarding. Session 3: Graphs, charts and dials  Understanding how graphical perception informs chart choices. Making intelligent design choices to help users explore. Design principles for layout and navigation. Session 4: Using interactivity  Making effective use of filters to slice and dice data sets. Using layers of information to enable drilldown data exploration. Complenting dashboards with automated alerts and queries. Delivery We deliver our courses over Zoom, to maximise flexibility. The training can be delivered in a single day, or across multiple sessions. All of our courses are live and interactive – every session includes a mix of formal tuition and hands-on exercises. To ensure this is possible, the number of attendees is capped at 16 people.  Tutor Alan Rutter is the founder of Fire Plus Algebra. He is a specialist in communicating complex subjects through data visualisation, writing and design. He teaches for General Assembly and runs in-house training for public sector clients including the Home Office, the Department of Transport, the Biotechnology and Biological Sciences Research Council, the Health Foundation, and numerous local government and emergency services teams. He previously worked with Guardian Masterclasses on curating and delivering new course strands, including developing and teaching their B2B data visualisation courses. He oversaw the iPad edition launches of Wired, GQ, Vanity Fair and Vogue in the UK, and has worked with Condé Nast International as product owner on a bespoke digital asset management system for their 11 global markets. Testimonial “Alan was great to work with, he took us through the concepts behind data visualisation which means our team is now equipped for the future. He has a wide range of experience across the topic that is delivered in a clear, concise and friendly manner. We look forward to working with Alan again in the future.” John Masterson | Chief Product Officer | ImproveWell