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80 Scratch courses in Nottingham delivered Live Online

How to create healing stories for distressed children

By Human Givens College

A masterclass in devising therapeutic metaphors This inspiring online training day gives you powerful, non-intrusive ways to help distressed young people – and others – overcome difficulties in their lives – the skills you will learn can also be used with adults Accredited CPD: 6 hours Length: 1 day (9.15am - 4.00pm GMT) LIVE ONLINE – Join Pamela Woodford live online on Tuesday 18th June 2024 for this enjoyable, experiential CPD accredited training day – you will have plenty of opportunities to ask questions, take part in exercises to practice the steps involved, come up with pertinent metaphors and create your own story. Limited numbers. BONUS RECORDING – you will also get a recording of the tutor sessions for a limited time afterwards to maximise your learning. >> If you can’t make this date please register your interest below and we’ll let you know as soon as a new date is available. Fantastic online training, engaging and thought-provoking throughout. The confidence Pamela has given me will impact positively on my everyday practice, I am truly inspired...PSYCHOTHERAPIST Why take this course Children’s natural affinity with stories gives us an incredibly powerful, non-directive way to help emotionally distressed and abused young people, who can sometimes be hard to reach in any other way. On this practical live training event you will learn how to tap into your own metaphorical brain to create therapeutic stories and metaphors ‘in the moment’ that are appropriate to each individual’s circumstances and experiences. Throughout the day Pamela – a master storyteller and highly experienced psychotherapist – draws on her own case histories, metaphor and story examples as she guides you through the steps involved in ‘thinking on your feet’ and creating a story yourself in the moment. By the end of the day you will have lots of new, innovative ways to engage with and help distressed children deal with the experiences they have had – whilst also offering them hope, understanding, and new ways of thinking and feeling about life and themselves. Indeed, you may well be surprised at how quickly positive psychological changes occur as a result of the stories you will create and tell ‘in the moment’. Stories also play a crucial role in child development – through the ways the different characters think, act and overcome difficulties, children gain important templates for understanding the world and dealing with the challenges and situations they will meet in life – both now and in the future. They are a wonderful way to help build resilience. Storytelling and the careful use of therapeutic metaphor are crucial elements of successful counselling and psychotherapy – they help bypass assumptions and rigid thinking to offer a new, broader way of looking at things, awaken innate resources and offer crucial hope – just what struggling children need… Wonderful, interactive online course. Pamela is a joy to listen to – I learnt so muchCOUNSELLOR What will you learn A clear understanding of how to address emotional issues in children Simple ways to calm and relax children – “it’s the way you tell ‘em” Tips for igniting your own imagination and creativity How to ‘think metaphor’ to find the right one for each situation A step-by-step guide to creating your own stories – the 6 steps for creating short stories with metaphors specifically tailored to quickly bring about positive psychological changes in children and young people Breathing life into inanimate objects and taking inspiration from nature – how to tune into your metaphorical mind Valuable experience in creating your own therapeutic story from scratch How to use your stories and metaphors The importance of paying attention to the words children use when telling you something Case histories which illustrate the effectiveness and flexibility of stories – and show why they are such powerful therapeutic tools, even with difficult cases How to find your own metaphors and connect them emotionally to distressing situations Using embedded suggestions in stories – exercise Different ways to use therapeutic stories, such as those in Pamela’s acclaimed Brighter Little Minds series, to develop emotional literacy The importance of incorporating all of our senses How to adapt stories to use with adolescents and adults Tips for thinking creatively ‘on your feet’ to come up with suitable metaphors and ideas there and then in the moment Flexible skills that can easily be adapted to working with adults Why subtly entwining a child’s interests into a story makes its impact stronger How to introduce a story or therapeutic metaphor naturally into your conversation Feedback on the story you create and time to ask questions of the tutor – a highly experienced and creative psychotherapist who has spent decades working therapeutically with distressed children and young people A greater appreciation of the subtle power of metaphor, imagination and embedded suggestions and how to use them to help the young people you care for Increased confidence in creating and telling therapeutic stories yourself A variety of story examples and ‘scripts’ Lots of new ideas from Pamela Woodford’s ‘treasure chest of healing spells’ to spark your own creativity Tips for improving your own storytelling abilities Such a helpful live online training day – the use of metaphor via story form is a powerful toolHEAD OF BEHAVIOUR SUPPORT SERVICE – EDUCATION Course Programme The ‘How to create healing stories for distressed children’ live online workshop starts at 9.15am and runs until 4.00pm. (GMT). 9.15am Join the Zoom meeting 9.30am What can go wrong for children? How stories can help 11.00am Comfort break and discussion 11.10am Using metaphor, relaxation, imagination and embedded suggestions 1.00pm Lunch break 1.40pm Setting the scene and creating the story 3.10pm Comfort break and discussion 3.20pm Sharing the stories you have created 4.00pm Day ends Who is this course suitable for? Anyone working with emotionally distressed children or young people, including: Psychotherapists, therapists and counsellors Teachers and educational professionals Childcare and healthcare professionals (and students) Foster carers Adoptive parents – and perspective adoptive parents Social workers Parents and carers Interested friends or family who wish to help a young person they know And anyone who would like to attend for personal reasons 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.

How to create healing stories for distressed children
Delivered OnlineFlexible Dates
£145

Certified Kubernetes Administrator (CKA)

By Nexus Human

Duration 5 Days 30 CPD hours This course is intended for Professionals who need to maintain or set up a Kubernetes cluster Container Orchestration Engineers DevOps Professionals Overview Cluster architecture, installation, and configuration Rolling out and rolling back applications in production Scaling clusters and applications to best use How to create robust, self-healing deployments Networking configuration on cluster nodes, services, and CoreDNS Persistent and intelligent storage for applications Troubleshooting cluster, application, and user errors Vendor-agnostic cloud provider-based Kubernetes Kubernetes is a Cloud Orchestration Platform providing reliability, replication, and stability while maximizing resource utilization for applications and services. By the conclusion of this hands-on, vendor agnostic training you will go back to work with the knowledge, skills, and abilities to design, implement, and maintain a production-grade Kubernetes cluster. We prioritize covering all objectives and concepts necessary for passing the Certified Kubernetes Administrator (CKA) exam. You will be provided the components necessary to assemble your own high availability Kubernetes environment and configure, expand, and control it to meet the demands made of cluster administrators. Your week of intensive, hands-on training will conclude with a mock CKA exam that simulates the real exam. Cluster Architecture, Installation & Configuration Each student will be given an environment that allows them to build a Kubernetes cluster from scratch. After a detailed discussion on key architectural components and primitives, students will install and compare two production grade Kubernetes clusters. Review: Kubernetes Fundamentals After successfully instantiating their own Kubernetes Cluster, students will be guided through foundational concepts of deploying and managing applications in a production environment. Workloads & Scheduling After establishing a solid Kubernetes command line foundation, students will be led through discussion and hands-on labs which focus on effectively creating applications that are easy to configure, simple to manage, quick to scale, and able to heal themselves. Services & Networking Thoroughly understanding the underlying physical and network infrastructure of a Kubernetes cluster is an essential skill for a Certified Kubernetes Administrator. After an in-depth discussion of the Kubernetes Networking Model, students explore the networking of their cluster?s Control Plane, Workers, Pods, and Services. Storage Certified Kubernetes Administrators are often in charge of designing and implementing the storage architecture for their clusters. After discussing many common cluster storage solutions and how to best use each, students practice incorporating stateful storage into their applications. Troubleshooting A Certified Kubernetes Administrator is expected to be an effective troubleshooter for their cluster. The lecture covers a variety of ways to evaluate and optimize available log information for efficient troubleshooting, and the labs have students practice diagnosing and resolving several typical issues within their Kubernetes Cluster. Certified Kubernetes Administrator Practice Exam Just like the Cloud Native Computing Foundation CKA Exam, the students will be given two hours to complete hands-on tasks in their own Kubernetes environment. Unlike the certification exam, students taking the Alta3 CKA Practice Exam will have scoring and documented answers available immediately after the exam is complete, and will have built-in class time to re-examine topics that they wish to discuss in greater depth.

Certified Kubernetes Administrator (CKA)
Delivered OnlineFlexible Dates
Price on Enquiry

Jazz singing courses

By LondonSinging

We invite all jazz lovers, from all levels and abilities, to benefit from the highest jazz instruction in London. Learn how to swing under the guidance of excellent singing jazz instructors who have a broad experience and unparalleled expertise in adult singing education.

Jazz singing courses
Delivered in London or OnlineFlexible Dates
Price on Enquiry

55039 Windows PowerShell Scripting and Toolmaking

By Nexus Human

Duration 5 Days 30 CPD hours This course is intended for This course is intended for administrators in a Microsoft-centric environment who want to build reusable units of automation, automate business processes, and enable less-technical colleagues to accomplish administrative tasks. Overview Describe the correct patterns for building modularized tools in Windows PowerShell Build highly modularized functions that comply with native PowerShell patterns Build controller scripts that expose user interfaces and automate business processes Manage data in a variety of formats Write automated tests for tools Debug tools This course covers advanced Windows PowerShell topics, with an emphasis on building reusable tools. Students are introduced to workflow, engage in best practices, and learn a variety of script development and toolmaking techniques. Tool Design Tools do one thing Tools are flexible Tools look native Start with a Command Why start with a command? Discovery and experimentation Build a Basic Function and Module Start with a basic function Create a script module Check prerequisites Run the new command Adding CmdletBinding and Parameterizing About CmdletBinding and common parameters Accepting pipeline input Mandatory-ness Parameter validation Parmeter aliases Emitting Objects as Output Assembling information Constructing and emitting output Quick tests An Interlude: Changing Your Approach Examining a script Critiquing a script Revising the script Using Verbose, Warning, and Informational Output Knowing the six channels Adding verbose and warning output Doing more with verbose output Informational output Comment-Based Help Where to put your help Getting started Going further with comment-based help Broken help Handling Errors Understanding errors and exceptions Bad handling Two reasons for exception handling Handling exceptions in our tool Capturing the actual exception Handling exceptions for non-commands Going further with exception handling Deprecated exception handling Basic Debugging Two kinds of bugs The ultimate goal of debugging Developing assumptions Write-Debug Set-PSBreakpoint The PowerShell ISE Going Deeper with Parameters Parameter positions Validation Multiple parameter sets Value from remaining arguments Help messages Aliases More CmdletBinding Writing Full Help External help Using PlatyPs Supporting online help ?About? topics Making your help updatable Unit Testing Your Code Sketching out the test Making something to test Expanding the test Going further with Pester Extending Output Types Understanding types The Extensible Type System Extending an object Using Update-TypeData Analyzing Your Script Performing a basic analysis Analyzing the analysis Publishing Your Tools Begin with a manifest Publishing to PowerShell Gallery Publishing to private repositories Basic Controllers: Automation Scripts and Menus Building a menu Using UIChoice Writing a process controller Proxy Functions A proxy example Creating the proxy base Modifying the proxy Adding or removing parameters Working with XML Data Simple: CliXML Importing native XML ConvertTo-XML Creating native XML from scratch Working with JSON Data Converting to JSON Converting from JSON Working with SQL Server Data SQL Server terminology and facts Connecting to the server and database Writing a query Running a query Invoke-SqlCmd Thinking about tool design patterns Design tools that use SQL Server for data storage Final Exam Lab problem Break down the problem Do the design Test the commands Code the tool

55039 Windows PowerShell Scripting and Toolmaking
Delivered OnlineFlexible Dates
Price on Enquiry

How To Build A Character From Scratch

By Actors Studio

With Director Sue Dunderdale Introduction Sue Dunderdale is giving you the chance to work with her on this intimate online workshop to discover her detailed process in building a Cinematic performance with actors. Over this three hour workshop you will transform your approach to building a character from text. You will learn to breakdown the structure of a script to understand what a character is doing, enabling you to play the scene in any number of given circumstances and to always deliver it fresh with every take. Meet Your Tutor Sue Dunderdale Director Sue Dunderdale has an impressive background in the world of Theatre, Film and TV Directing. Her commitment to fostering both new talent and working with BAFTA award-winning actors underscores her versatility and dedication to the craft. Having coached and directed acclaimed actors such as Helena Bonham Carter and Clarke Peters, Sue has worked with BAFTA-winning performers, contributing to their success on screen. Course Outline You will cover a scene that’s broken into units of action and work out what is happening in each unit. You will then work with a partner and breakdown a scene on your own to work out the character journey, applying each segment to a performance to gauge how it guides you through the scene. You will then summarise and understand how these techniques apply to filming. Additional Information Features A strong internet connection is required to join our live online courses and workshops. Please test your internet connection before booking as we cannot refund due to technical issues. Please familarise yourself with Zoom before attending your workshop. Your camera will be required to be switched on during the workshop. Students will receive a Zoom link via email to join the workshop. Please log on at least 10 mins before the workshop begins. Learning Outcomes Key questions you need to ask of any character you might play. Extract facts about a character and understand what can be built from these. Scene structure & Character Journey. You will cover a scene that’s broken into units of action. Course Location Held Online Via Zoom

How To Build A Character From Scratch
Delivered OnlineFlexible Dates
£38.85

Quickstart Adobe Express Training

By Greta Powell Training

This is a quickstart Adobe Express Training course held online in Janury 2025. Ideal for business owners or freelancers looking to get to grips with social media design and designing for social media marketing.

Quickstart Adobe Express Training
Delivered OnlineFlexible Dates
£165

Photoshop For Photographers

5.0(21)

By Photography For Parents

“Photography is more than a medium for factual communication of ideas. It is a creative art" - Ansel Adams Photoshop For Photographers When you're ready to take the next step in your photo-education and learn to use Photoshop - our Photoshop for Photographers course will take you from Photoshop novice to someone who can confidently navigate it and use its super powerful tools to take your photos beyond what you thought was possible! So if you've ever dreamt about being able to use Photoshop, maybe even got as far as opening it and quickly get overwhelmed with all that's packed inside - we've got you. KEY COURSE INFO: Course type: Instructor-led Course level: 2 levels - Essential Photoshop ( L1) and Creative Photoshop (L2) Course duration: each course level consists of 4 weeks + prep module Course format: Online course with step by step tutorials, instructional videos and interactive edit-along live classes, feedback on your learning and support group WHAT YOU LEARN: Our Photoshop for Photographers is a 2 level course - the first one covering all the key aspects of understanding how to navigate and work in Photoshop along with its most widely used tools and techniques, the second one building on top of that to really boost the creative uses you can apply it to.  This incredibly in-depth course has everything you need as a photographer who wants to harness this amazing tool.  What you learn: from basic Photoshop tools to more complex photo manipulations, from playing with colour to portrait retouching, from adding light to removing any unwanted object from your photos and lots, lots more. key photoshop tools object removal and placements - face / sky swaps Overlays & blending modes The art of adding light Skin editing and retouching introduction to compositing THIS IS THE COURSE FOR YOU IF : You you already know basics of editing (in Lightroom) but want to take them further into Photoshop ( where more fun happens) You tried using Photoshop before only to close it immediately after opening due to all the overwhelmingly unfamiliar tools and options You followed youtube tutorials before but beside replicating what the person did exactly, you still don't really have a good idea of how to use Photoshop - or why you should!? You want to be able to take advantage of the tools that are missing in Lightroom or do not give you sufficient control over them to do the job seamlessly - such as precise ways of removing unwanted objects in your image - Photoshop's powerful tools, such as the Content-Aware Fill and Clone Stamp enable you to remove distracting objects or people from your photos, ensuring the focus remains on the subject You want to be able to manipulate or replace elements in your images - from turning your background blurry to replacing blank skies, doing face swaps and more You want to be able to bring beautiful light into your images - from haze to sun rays, from - with colours that pop and light that's perfectly balanced You want to be able to take yoru portraits to a new level - remove blemishes, retouch skin,and correct imperfections, giving your images a polished and professional finish. You desire to create stunning composites: With Photoshop, you can combine multiple images seamlessly to create captivating composite photos. This skill is particularly useful for photographers who want to tell stories or create imaginative and surreal images. ONE COURSE - 2 LEVELS ESSENTIAL PHOTOSHOP Pick this course if you're new to Photoshop or do not have a lot of experience in Photoshop In this course you learn to : Navigate the software and set it up for a proper, smart, non-destructive workflow Discover all the essential tools and techniques that take your images way beyond what you could do in Lightroom Learn the key skills : from masks to brushes, from blending modes to selections, from cloning to canvas extensions, from face swaps to sky swaps - and more!! CREATIVE PHOTOSHOP Pick this course if you're already familiar with the basic tools and ways of working in Photoshop  In this course you take all that you learned in the Essentials course and turbo boost it for creativity. You'll learn : How to play with light, colour and blur for unique creative outcomes How to get more out of the familiar tools - so advanced brushes, advanced selections, advanced blending More fun skills : from skin edits to retouching, from stitching photos to involved composites, from creating effects such as neon glow to turning your photos into comics and more! Learn more about Creative Photoshop WHAT'S INCLUDED IN EACH OF OUR PHOTOSHOP COURSES: 4 core modules - each with detailed step by step tutorials, downloadable videos and PDF workbooks Support Facebook group Weekly edit-along live webinar Practice files to learn on Feedback on your images ESSENTIAL PHOTOSHOP Next Essential Photoshop course starts 15 January 2024 The way you work in Photoshop is very different compared to Lightroom and a big learning curve for anyone who begins learning it for the first time. It's also a big reason why a lot of photographers open it for the first time, find it hard to recognise any familiar tools or make them work on the image and the give up.  In this course we take you through it step by step. We show you around this tool and teach you how to use it in a way that's smart, non-destructive, flexible and making the most of its amazing features.  Here is a non-exhaustive list of what you will learn:  A thorough understanding of Layers, masks and brushes - you cannot really work effectively in Photoshop if you do not know how to use these tools. An absolute must! Key Photoshop tools - Photoshop is a hugely vast tool used by lots of different creative professions and depending on what you use it for, you will be using different tools. We introduce you to the ones that are key for a photographer! Working with Adjustment layers - these fantastic tools allow you to change colours, adjust tone and mood of images Removing and replacing parts of your photos - powerful selection, healing, cloning, content aware tools and more to allow you to clean up your images of everything that's undesirable or distracting in your images Simple composites ( Face swaps / Sky swaps) - while composites can be hugely complex and challenging, we show you how to get started with a few simple - but effective ones!Understanding Precision tools and filters for blurring and sharpening Blending modes and their immense potential for transforming your images with the tools you already know - from working with overlays to CREATIVE PHOTOSHOP Next Creative Photoshop course starts 15 April 2024 In Level 2 we build on the foundation we establish in Level 1 and start applying what you have learned more creatively - as well as learning more tools, more techniques and starting more fun projects. This is where we really get to have fun with those powerful tools - we learn not just how to fix and clean up undesirable elements from the photos, but how to creatively treat them so that they reflect your creative vision and imagination.  The magic of Colour and blur - adding mood and softness to images to transform the images . We use several creative techniques to completel;y transform the images Adding and creating light effects in Photoshop - from light beams to sun burtsts to rainbows! Step by step skin editing and portrait retouching - from adjusting skin tones, removing unwanted colour casts, disappearing blemishes and creating highend, polished portraits that still retain healthy skin texture Using smart filters and creative adjustment layers to achieve effects such as turning your images into cartoons, watercolours or neon effects Working with and creating your own custom brushes, overlays etc - the power of photoshop brushes has to be experienced to be believed - from adding light rays to Playing with composites - adding magic to your images or creating new scenes and stories from scratch PHOTOSHOP For Photographers  Photoshop courses - KEY INFO Essential Photoshop ( Level 1) - 4 week course, starts 15 Jan 2024 Creative Photoshop ( Level 2) - 4 week course, 15 April 2024 Course cost: BOOKING A SINGLE COURSE: £179 ( payment plans available ) BOOKING A BUNDLE: Book Level 1 and Level 2 together :  £259  (payment plans available )  PHOTOSHOP FOR PHOTOGRAPHERS Each course consists of 4 weekly modules with step by step illustrated tutorials and videos + prep module weekly edit along class online class ( also recorded) feedback and advice on your edits private support group PDF workbook and downloadable videos Practice images to learn on COURSE PREREQUISITES: Adobe Photoshop software installed on your computer or tablet.This can be purchased either as a standalone Photoshop Subscription or as part of the Photography Plan which includes also access to Lightroom and Lightroom Classic. Please note that you need to ensure that your computer can run Photoshop - please follow Adobe minimum system requirements guidelines

Photoshop For Photographers
Delivered OnlineFlexible Dates
£179 to £259

Applied AI: Building Recommendation Systems with Python (TTAI2360)

By Nexus Human

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced developers, analysts or others who are intending to learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web. Overview Working in a hands-on lab environment led by our expert instructor, attendees will Understand the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content-based engine to recommend movies based on real movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative filtering Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform.This course shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory?you will get started with building and learning about recommenders as quickly as possible. In this course, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You will also use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques.Students will learn to build industry-standard recommender systems, leveraging basic Python syntax skills. This is an applied course, so machine learning theory is only used to highlight how to build recommenders in this course.This skills-focused ccombines engaging lecture, demos, group activities and discussions with machine-based student labs and exercises.. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern 'on-the-job' modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Getting Started with Recommender Systems Technical requirements What is a recommender system? Types of recommender systems Manipulating Data with the Pandas Library Technical requirements Setting up the environment The Pandas library The Pandas DataFrame The Pandas Series Building an IMDB Top 250 Clone with Pandas Technical requirements The simple recommender The knowledge-based recommender Building Content-Based Recommenders Technical requirements Exporting the clean DataFrame Document vectors The cosine similarity score Plot description-based recommender Metadata-based recommender Suggestions for improvements Getting Started with Data Mining Techniques Problem statement Similarity measures Clustering Dimensionality reduction Supervised learning Evaluation metrics Building Collaborative Filters Technical requirements The framework User-based collaborative filtering Item-based collaborative filtering Model-based approaches Hybrid Recommenders Technical requirements Introduction Case study and final project ? Building a hybrid model Additional course details: Nexus Humans Applied AI: Building Recommendation Systems with Python (TTAI2360) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Applied AI: Building Recommendation Systems with Python (TTAI2360) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Applied AI: Building Recommendation Systems with Python (TTAI2360)
Delivered OnlineFlexible Dates
Price on Enquiry

Building Recommendation Systems with Python (TTAI2360)

By Nexus Human

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced developers, analysts or others who are intending to learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web. Overview This skills-focused combines engaging lecture, demos, group activities and discussions with machine-based student labs and exercises.. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern 'on-the-job' modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Working in a hands-on lab environment led by our expert instructor, attendees will Understand the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content-based engine to recommend movies based on real movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative filtering Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform.This course shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory?you will get started with building and learning about recommenders as quickly as possible. In this course, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You will also use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques. Students will learn to build industry-standard recommender systems, leveraging basic Python syntax skills. This is an applied course, so machine learning theory is only used to highlight how to build recommenders in this course. Getting Started with Recommender Systems Technical requirements What is a recommender system? Types of recommender systems Manipulating Data with the Pandas Library Technical requirements Setting up the environment The Pandas library The Pandas DataFrame The Pandas Series Building an IMDB Top 250 Clone with Pandas Technical requirements The simple recommender The knowledge-based recommender Building Content-Based Recommenders Technical requirements Exporting the clean DataFrame Document vectors The cosine similarity score Plot description-based recommender Metadata-based recommender Suggestions for improvements Getting Started with Data Mining Techniques Problem statement Similarity measures Clustering Dimensionality reduction Supervised learning Evaluation metrics Building Collaborative Filters Technical requirements The framework User-based collaborative filtering Item-based collaborative filtering Model-based approaches Hybrid Recommenders Technical requirements Introduction Case study and final project ? Building a hybrid model Additional course details: Nexus Humans Building Recommendation Systems with Python (TTAI2360) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Building Recommendation Systems with Python (TTAI2360) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Building Recommendation Systems with Python (TTAI2360)
Delivered OnlineFlexible Dates
Price on Enquiry

Adobe Express Training for Social Media Design

By Greta Powell Training

This is a quickstart Adobe Express Training course held online in Janury 2025. Ideal for business owners or freelancers looking to get to grips with social media design and designing for social media marketing.

Adobe Express Training for Social Media Design
Delivered OnlineFlexible Dates
£150