Elite EA/PA Forum We are delighted to announce the Elite EA/PA Forum for the UK & Ireland will be on the 30th of October 2025. Our workshop aims to: Enhance your influence and impact by mastering assertive communication, negotiation, and self-advocacy skills. Stay composed and solution-focused in high-pressure situations with practical tools for crisis management and clear decision-making. Embrace evolving technology by understanding how AI and automation can streamline your role and boost efficiency. Future-proof your career by building strategic value, resilience, and adaptability in an ever-changing professional landscape. Keynote Address with Q&A from the audience: What to expect from Sam's Keynote: With over 30 years supporting leaders at the highest levels, Sam Cohen brings a wealth of insight, experience, and stories (the kind she can share) to the stage. From 18 years serving within The Royal Household - including as Deputy Private Secretary and Press Secretary to Her late Majesty Queen Elizabeth II - to working with The Duke and Duchess of Sussex, running the Prime Minister’s Office at Downing Street, and serving as Chief of Staff to the global CEO of Rio Tinto, Sam’s career is a masterclass in discretion, diplomacy, and delivering at the top. In this exclusive keynote, Beyond the Role, Sam will explore how Executive Assistants don’t just support leaders - they shape leadership, drive strategy, and build legacy from behind the scenes. Join us for this rare opportunity to hear from someone who’s been at the epicentre of power - and bring your questions! The keynote will include a live Q&A, where you can ask Sam about her remarkable career, leadership insights, and how to truly excel in high-performance environments. (Don’t ask her what the Queen kept in her handbag - she’s not telling.) Sam Cohen Career Bio: Sam Cohen has spent the last 30 years working to support leaders in the public and private sectors. Sam spent 18 years serving The Royal Household, as Deputy Private Secretary to Her late Majesty Queen Elizabeth II and Press Secretary to The Queen. Sam also served as Private Secretary to The Duke and Duchess of Sussex. Following this time, Sam worked as Director of the Prime Minister’s Office at Downing Street under Boris Johnson and, most recently, was Chief of Staff to the global CEO at Rio Tinto. Source: ABC News - YouTube Channel. Facilitator - AM: Monika Turner The Confident Assistant - Speak Up, Go After What You Want & Create The Future You Deserve: Develop practical strategies to negotiate workload, boundaries, and career growth with confidence. Learn assertive communication techniques to handle challenging conversations effectively. Build self-advocacy skills to articulate your value and influence outcomes in the workplace. Monika Turner Career Bio: Monika Anna Turner is an ICF-certified Leadership and Executive coach with over seven years of experience helping professionals unlock their confidence, elevate their voice, and lead with authenticity. Before stepping into coaching, she built a successful career as a Personal Assistant, Executive Assistant, and ultimately Chief Of Staff —giving her a deep understanding of the unique challenges and strengths of support roles. Originally from Poland, Monika knows firsthand what it’s like to question your voice and your value—especially in a second language. Her journey from self-doubt to self-assurance informs everything she does today. Through her coaching, she empowers assistants and leaders alike to move beyond fear, speak up and create fulfilling careers they’re proud of. Panel Fabiana Goncalves Executive Assistant to Global VP PerfectDraft & PerfectDraft Commercial Director An accomplished C-Suite Executive & Personal Assistant, I bring over a decade of experience supporting top-level leadership—including CEOs, Founders, and Executive Teams—across multinational and national organizations. I specialize in executive support that goes far beyond calendar management, contributing as a strategic partner in decision-making, operations, and leadership effectiveness. Known for my discretion, diplomacy, and operational precision, I help executives stay focused on what matters most—by anticipating needs, managing complexity, and driving efficiency in both corporate and personal domains. I bring a strategic lens to every task, balancing immediate priorities with long-term objectives. With a proactive mindset, sharp judgment, and strong communication skills, I serve as a trusted advisor and problem-solver in fast-paced, high-stakes environments. Rebecca Polson Executive Support Manager to the Chief Executive An award-winning Executive Assistant with over 10 years’ experience across the higher education, charity, private, and public sectors. Currently Executive Support Manager to the Chief Executive at Alzheimer’s Research UK, she provides high-level support in the fast-paced, mission-driven environment of the largest dementia research charity in the UK. Her previous roles include supporting senior leaders at the Natural History Museum, the Incorporated Society of Musicians, and the Royal College of Music. She brings expertise in executive support, governance, stakeholder engagement, and complex diary and project management. Named PA of the Year in 2023 and a finalist in the SecsintheCity PA of the Year Awards, she is known for her professionalism, discretion, and ability to stay ahead of the needs of the people and organisations she supports. Ola Boddington Senior Executive Assistant As a seasoned Executive Assistant, she has honed her skills in management and project planning over the years. She has worked with various organisations, including Zoa, Signal AI, and ConsenSys, where she provided high-level administrative support to senior executives. Her expertise lies in managing complex schedules, coordinating travel arrangements, and ensuring seamless communication among team members. She is also proficient in using various software tools to streamline workflows and enhance productivity. She is passionate about delivering exceptional service and contributing to the success of the teams she works with. Claudine Martin Senior Executive Assistant Claudine is a highly skilled Senior Executive Assistant, currently supporting the Head of BNY Pershing EMEA. With a distinguished career spanning nearly 17 years in the British Army, Claudine retired in 2023 at the rank of Staff Sergeant, bringing a wealth of experience in high-pressure environments and strategic operations to her current role. Throughout her military career, Claudine specialised in Human Resources, and served as the Personal Assistant to the Army Director of Engagement and Communication at the Ministry of Defence. In this capacity, she played a pivotal role in the planning and execution of significant events and initiatives, showcasing her exceptional organisational skills and attention to detail. Her dedication and professionalism were recognised when she was awarded PA of the Year in 2019 by PA Life. An advocate for the Executive Assistant profession, Claudine is also a sought-after public speaker. She regularly shares her insights at industry events, including the PA Show, and serves as an advisory board member, contributing to the ongoing development and recognition of the profession. Claudine is passionate about empowering others and has previously mentored young people through the Diana Award, a programme established in honour of Princess Diana to support disadvantaged youth. Additionally, she has participated in Fast Forward 15, a mentoring initiative aimed at women aspiring to build careers in events, hospitality, or related industries. With her extensive experience, dedication to excellence, and commitment to mentorship, Claudine continues to make a significant impact in her field and inspire the next generation of leaders. She proudly represented the UK at the Invictus Games 2023, showcasing her unwavering determination and unwavering spirit. In her spare time, Claudine enjoys park run and writing poems. The Importance of Becoming a Strategic Advisor Learn how to shift from reactive to proactive. Develop the mindset and behaviours of a strategic advisor. Understand how to add value beyond your job description. Facilitator - PM: Justin Kabbani AI Is Not Here to Replace You. It's Here to Upgrade You. We'll explore Justin's proven 3P framework: Priming – How to set up AI like a strategic advisor by feeding it context, tone and mindset Prompting – How to craft clear, structured instructions to get consistently great results Producing – How to turn AI outputs into high-leverage work that makes you stand out Your session outcomes: Real examples from admin professionals already using AI to elevate their work Prompts you can copy, adapt, and test live Interactive exercises to build confidence fast A practical challenge to implement right after the session If you’ve been overwhelmed by AI, or underwhelmed by its impact, this session will change that. You'll leave with tools you can use today, and a mindset you’ll carry forward for the rest of your career. Justin Kabbani Career Bio: Justin Kabbani is one of Australia’s most in-demand AI trainers and keynote speakers, known for making AI feel simple, powerful, and immediately useful. He’s worked with brands like Uber, Treasury Wine Estates, and Udemy, helping their teams embed AI into daily workflows, strategic planning, and executive communication. Over the past two years, Justin has trained more than 2,000 professionals across Australia and beyond, consistently earning feedback like “mind-blowing,” and “game-changing”. His signature Prime, Prompt, Produce framework has transformed how business leaders, executive assistants, marketers, and teams think, work, and communicate with AI, without needing to be “tech people.” Justin believes AI isn’t here to replace people. It’s here to take the robotic work off our plate, so we can focus on what humans do best. LinkedIn: https://www.linkedin.com/in/justinkabbani/ Website: https://justinkabbani.com/ Speed Connections Networking Session Join us for Speed Connections, a lively 30-minute networking session designed to foster meaningful connections in a fun, fast-paced environment. Every 10 minutes, attendees will be placed into new breakout rooms with small groups, giving everyone the chance to meet a diverse range of peers. Each breakout session will feature engaging prompts to spark conversations and make networking enjoyable and memorable! Who will attend this event? Executive Assistant (EA) Personal Assistant (PA) Virtual Assistant (VA) Legal Secretary Legal Executive Assistant Administrative Assistant Office Manager Health Care Office Manager Chief of Staff Additional roles may be relevant depending on role responsibilities along with development opportunities. This workshop is open to females, male including trans women/males and non-binary professionals. Group Rate Discounts To discuss our group rates in more detail, please email support@elite-forums.com and provide the following: Group Number (How many would like to attend) Event Date (If numerous dates, please advise if we are splitting attendees across multiple dates) Attendee Contact details (Or request our Group Rate Document. Complete and return - we'll sort the rest.) Group discounts are on request - see below group rate discount brackets: 🧩 You just need one piece to come together - to unlock your Elite Potential. 🔑 Media outlets/organisations will not be permitted to attend this event.
“You don't take a photograph. You make it" - Ansel Adams Photography For Parents - Editing In Lightroom Next course starts 11 March 2024 Editing is an essential skill for anyone with even just a passing interest in photography. Much as we try, we can't always get everything right in camera and editing tools help us bring our vision to life, help correct problems and allow our images to look beautifully polished. We teach how to do all these things in Adobe Lightroom because it's a powerful, intuitive and affordable tool used by Pros around the world for that very reason. KEY COURSE INFO: Course type: Instructor-led Course duration: 4 weeks + prep module Course format: Online course with interactive edit-along live classes, feedback on your learning and support group WHAT YOU LEARN: From being able to correct issues such as over/under exposure, issues with colour or graininess to bringing your vision to life, creating mood and tone to your images, knowing how to use editing software is a must. But good and purposeful editing goes way beyond just slapping on a preset or a filter - in our course we teach you all about the tools - not just what all of them do but how, and we teach you how to know what to use and when to achieve certain effects.everything you need to allow you to style your photos, confidently use the software and fix common problems. editing to correct common photo problems creating good editing workflow using powerful precision tools editing to achieve beautiful skin tones using light and colour creatively editing to bring out a mood of a feel THIS IS THE COURSE FOR YOU IF : Love taking photos but want them to look more polished - with colours that pop and light that's perfectly balanced You want to be able to fix common issues such as under- or overexposure, white balance or colour casts so that you never need to bin an image just because it wasn't right straight out of camera You want to get more creative with light and colour to make the images look just like the moment felt. Bring on the moody edits or sun soaked edits or light kissed skin tones or creative black and white conversions You want to confidently use the editing techniques so you can bring your vision to life every time, without guesswork You want to be able to prepare your images for print so that your walls can beam with pride at the beauty that you captured Next Editing in Lightroom course starts 11 March 2024 4 core course modules plus prep module Support Facebook group Weekly edit-along live webinar Practice files to learn on Feedback on your images HERE IS WHAT YOU WILL LEARN in this course : Our Photo Editing in Lightroom course guides you through the photo editing process in Adobe Lightroom from start to finish – from setting it up correctly, organising your collections and creating a workflow that works for you, through learning the capabilities of all the editing tools - such as adjusting exposure, colours, light or sharpening the images; all the way to printing and creating photo books. We’ll show you how to create specific artistic effects ( high impact Black and white, vintage, light and airy, dark and moody etc ), and how to fix common photography problems ( grainy images, underexposed images, wrong colours etc). At the end of the course you will be able to confidently manage your photo collection with Lightroom, achieve desired artistic effects and make your photos truly stand out. Getting around in Lightroom and Lightroom Classic - shooting in full manual - but with clarity and purpose Correcting common problems - whether your photo started too dark or too bright, your child's face was in a shade, the white balance and colours were off, the grain was heavy, the light looked dull - you can fix it all within a couple of clicks in Lightroom Using Lightroom's super powerful intelligent masking tools to quickly and efficiently edit specific parts of your image - from brightening up the eyes to rescuing overblown skies Enhancing and adding beautiful light - light makes images stand out, but it can be hard capturing the atmosphere it creates in camera at times. Lightroom is where you can bring light to life and make your images feel how what you saw in real life Knowing how to shoot in camera so you can get the most in editing - photographers will often purposefully under or overexpose images in camera so that they have more chance of balancing the image just they way they want in Lightroom. INSIDE THE MODULES - aka WHAT DO YOU LEARN? Module 0: Getting set up in Lightroom This module is released a week before the course starts to give you a chance to fully familiarise yourself with the layout, structure and the best way of working in Lightroom Classic, including guidance of creating a smooth selection and culling process that helps you see and keep the best of your images, without getting bogged down with 100s near duplicates. Module 1: Getting Started In Lightroom - Global Edits In this module we introduce you to Lightroom's most powerful tools - the global edits. We help you understand how to tweak your images to achieve the effects you're after quickly - from adjusting over and under exposure, to correcting white balance in a few different ways, to having a play with my favourite Lightroom tool - the tone curve. Major Takeaways: At the end of the module you will have gained full control of lightroom key global tools and will be able to use them to correct any global - as in affecting the whole image - issues with your images. This includes perfecting your exposure, balancing your colour and white balance, sharpening and creating clarity and more. Module 2: Targeted Edits - Masks! Lightroom allows us to apply edits to selected parts of the image through a range of its very powerful, intelligent and manual masks. This means you can now effortlessly select your subject from the photo to adjust them separately with just one click, you can pick only the sky, the subject's eyes or only colour green or any other element and treat them differently to the rest. Major Takeaways: You will be able to use the full range of masks in lightroom and apply your edits exactly where they are needed, and nowhere else. This includes working with with the new AI powered masks which can detect a person's individual features and allow you to selectively edit them in a few simple steps, as well as those more manual tools, that allow you to literally paint with light and colour on your photographs. Module 3: Creative Editing in Lightroom This is a brand new module in our course where we take all the tools introduced in Modules 1 and 2 and actually use them to achieve different effects on our photos. Wer show you how to be guided by light when editing, how to achieve a light and airy or a moody edit on your images, how to add light and how to convert to black and white, as well as how to edit skin in Lightroom! This module is all play! Major Takeaways: You will learn how to create yoru own editing process - from knowing where to start and to understanding what elements of your photograph may need or benefit from adjusting and knowing how you can do so to achieve different outcomes. You will also learn how to edit your skin tones so they look delightful - no matter what your subject's complexion. Module 4: After the edits We close the course with a module centered around all the things you might want to do after the edits - from preparation for print, creating photo books, but also sharing your images online and syncing them between different machines and adobe workplaces. PLUS there is a little Photoshop intro so you get a glimpse at how it's different and what it can do. Major Takeaways: You will learn how to connect all of your Adobe ecosystem and sync and share your images across multiple devices. You will learn how to prepare your images for print so they look their very best and how to create photobooks. Next course starts 11 March 2024 Absolutely, without a doubt book Editing. I was very unsure at first. My interest in photography is to capture those memories so it felt like it was 'cheating' to edit. I can honestly say it's like magic.To finish off the pictures you love and just give you complete control over the exposure, colours to make them perfect, to rescue the disasters etc. I learnt so much in those few weeks and it made the biggest difference to my photos. Kerry White Editing in LIGHTROOM Book your space now: COURSE STARTS : 11 March 2024 ( 4 weeks + 1 prep week)COURSE COST : £179 ( payment plans available ) What’s included: 4 weekly modules with step by step illustrated tutorials and videos + prep module weekly edit along class online class ( also recorded) - on Wednesday evenings feedback and advice on your edits private support group PDF workbook and downloadable videos Practice images to learn on Join our next group to really bring life to your images and make them look sleep, polished and full of light COURSE PREREQUISITES: Lightroom or Lightroom Classic CC software installed on your computer or tablet. RECOMENDED : Lightroom Photography Plan 25GB – a monthly subscription at approx £9pm – including Lightroom CC, Lightroom Classic CC and Photoshop. This plan can also be occasionally purchased at a lower price via Amazon or Groupon if you purchase a year’s worth of subscription in one go ( average savings – around 2-4 months worth depending on the deal) Please note that Adobe also has a Lightroom Plan with 1TB of storage – we do not recommend this plan as it restricts you to one version of software only. The increased Cloud storage can always be purchased as an add on or your plan can be switched from Photographer plan to CC only at a later stage if you prefer.
Learn to quilt from the comfort of your own home! Our online Patchwork for Beginners class provides comprehensive video tutorials and live Q&A sessions to guide you through the basics of patchwork. Master essential techniques, from fabric selection to creating stunning blocks. Start your quilting journey today!
Beyond a refresher, the course will bring advisers up-to-speed on the latest developments on the EU Settlement Scheme, including the latest statement of changes, considerations of late applications and practical insights from real-world experiences, ensuring you as an adviser are well-equipped to navigate challenges posed by stricter documentation requirements and heightened scrutiny from the Home Office. We will be unpacking the EUSS and Family Members, demystifying Appendix EU and Appendix EU Family Permit making it easy to understand and will provide you with a clear framework on identifying eligible family members and the appropriate route for them as well as sharing practical tips with evidencing dependency. Mastering the EU Settlement Scheme: Navigating the Latest Updates and Practical Insights Are you an adviser dealing with EU Settlement Scheme applications and seeking to stay current with the latest developments? Look no further! Our comprehensive course is designed to bring advisers up-to-speed on the intricacies of the EU Settlement Scheme, equipping you with the knowledge and practical insights needed to assist applicants effectively. In this course, you will dive into the latest updates, explore EUSS family member provisions, demystify Appendices EU and EU Family Permit, and gain valuable tips for navigating the application process. With a focus on practicality and real-world experiences, you’ll be well-prepared to tackle challenges posed by stricter documentation requirements and increased scrutiny from the Home Office. By the end of this course, you will be well-versed in the EU Settlement Scheme, adept at assisting applicants, and ready to handle various challenges that may arise during the application process. Join us and become an informed and confident adviser in the field of EUSS applications. Course joining links, materials and instructions are sent out 24hours before the course starts. Why choose IAS' Immigration Training Courses? Immigration Advice Service has been providing professional immigration services for over 10 years in the public, private and corporate sectors. Our EU Settlement Scheme training course will give you all the knowledge and tools you need to successfully complete EU Settlement Scheme applications. Our fully qualified and OISC regulated trainer will guide you through the process and ensure you are competent in making applications. This an opportunity not to be missed by immigration/legal professionals. Contact our London, Manchester, or Birmingham immigration lawyers, or use the office finder to find your nearest branch. How is this course structured? 1. Overview and Updates:a. Quick Overview – Brexit and EU National Rightsb. Updates: Statement of Changesb. Late Applications 2. EUSS Family Members:a. Family Members under the Withdrawal Agreementb. Joining Family Members: Dependency and Difficultiesc. Practical Tips for Family Member Applications 3. Administrative Review Overview 4. Practical Tips:a. Completing Applications with Precisionb. Key Differences from EEA Regulationsc. Utilizing Useful Contacts and Resourcesd. Leveraging the Resolution Centre for Problem Resolutione. Handling Difficulties with Documents: Using SARs (Subject Access Requests)
Duration 5 Days 30 CPD hours This course is intended for This course is intended for anyone who is new to software development and wants, or needs, to gain an understanding of the fundamentals of coding and basics of C++ and object-oriented programming concepts. This course is for Non-Developers, or anyone who wants to have a basic understanding of and learn how to code C++ applications and syntax Overview Companies are constantly challenged to keep their applications, development projects, products, services (and programmers!) up to speed with the latest industry tools, skills, technologies and practices to stay ahead in the ever-shifting markets that make up today's fiercely competitive business landscape. The need for application, web and mobile developers and coders is seemingly endless as technologies regularly change and grow to meet the modern needs of demanding industries and clients. C++ and Programming Basics for Non-Programmers is a five-day, basic-level training course geared for IT candidates who have little or no prior experience in computer programming. Throughout this gentle introduction to programming and C++, students will learn to create applications and libraries using C++ using best practices and sound OO development techniques for writing object-oriented programs in C++. Special emphasis is placed on object-oriented concepts and best practices throughout the training. Fundamentals of the Program Development Cycle Computer Architecture The Notion of Algorithms Source Code vs. Machine Code Compile-Time vs. Run-Time Software Program Architecture Standalone Client/Server Distributed Web-Enabled IDE (Interactive Development Environment) Concepts Looping Constructs Counter-Controlled Repetition Sentinel-Controlled Repetition Nested Control Constructs break and continue Statements Structured Programming Best Practices Writing Methods (Functions) Static vs. Dynamic Allocation Declaring Methods Declaring Methods with Multiple Parameters Method-Call Stack Scope of Declarations Argument Promotion and Casting Designing Methods for Reusability Method Overloading Arrays Purpose of Arrays Declaring and Instantiating Arrays Passing Arrays to Methods Multidimensional Arrays Variable-Length Argument Lists Using Command-Line Arguments Using Environment Variables Deeper Into Classes and Objects Controlling Access to Class Members Referencing the Current Object Using this Overloading Constructors Default and No-Argument Constructors Composition of Classes Garbage Collection and Destructors The finalize Method Static Class Members Defining Classes Using Inheritance Application Development Fundamentals Structure of a C++ Program Memory Concepts Fundamental Data Type Declarations Fundamental I/O Concepts Fundamental Operators Arithmetic Operators Logical Operators Precedence and Associativity Building and Deploying a C++ Program Superclasses and Subclasses Advantages of Using Inheritance protected Class Members Constructors in Subclasses Increasing Convenience by Using Polymorphism Purpose of Polymorphic Behavior The Concept of a Signature Abstract Classes and Methods final Methods and Classes Purpose of Interfaces Using and Creating Interfaces Common Interfaces of the C++ API Files and Streams Concept of a Stream Class File Sequential Access Object Serialization to/from Sequential Access Files Fundamental Searching and Sorting Introduction to Searching Algorithms Linear Search Binary Search Introduction to Sorting Algorithms Selection Sort Insertion Sort Merge Sort Fundamental Data Structures Dynamic Memory Allocation Linked Lists Stacks Queues Trees Exception Handling Types of Exceptions Exception Handling Overview Introduction to Classes and Objects Classes, Objects and Methods Object Instances Declaring and Instantiating a C++ Object Declaring Methods set and get Methods Initiating Objects with Constructors Primitive Types vs. Reference Types Flow Control Conditional Constructs Exception Class Hierarchy Extending Exception Classes When to Throw or Assert Exceptions Formatted Output printf Syntax Conversion Characters Specifying Field Width and Precision Using Flags to Alter Appearance Printing Literals and Escape Sequences Formatting Output with Class Formatter Strings, Characters and Regular Expressions Fundamentals of Characters and Strings String Class String Operations StringBuilder Class Character Class StringTokenizer Class Regular Expressions Regular Expression Syntax Pattern Class Matcher Class Fundamental GUI Programming Concepts Overview of Swing Components Displaying Text and Graphics in a Window Event Handling with Nested Classes GUI Event Types and Listener Interfaces Mouse Event Handling Layout Managers Additional course details: Nexus Humans C Plus Plus and Programming Basics for Non-Programmers (TTCP2000) 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 C Plus Plus and Programming Basics for Non-Programmers (TTCP2000) 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.
Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) 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 Machine Learning Essentials with Python (TTML5506-P) 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.
Masterclasses? Refreshers? Introductions? It depends what you're looking for and where you want to pitch them, but here are six tried-and-tested highly focused sessions that organisations can take individually or as a series, to help develop their teams' project management capabilities one topic at a time. Objectives for each individual session are set out below, as part of the session outlines. Taken together, as a series, however, these modules are an ideal opportunity to develop your team's levels of project management capability maturity, whether that's by introducing them to the basic principles, refreshing them on best practice, or giving them the opportunity to really drill down into a specific area of challenge in your particular operating environment. Session outlines 1 Stakeholder management Session objectives This session will help participants: Understand why stakeholders matter to projects Be able to identify and engage stakeholders Be able to categorise stakeholders by their significance 1 Key principles What does 'stakeholder' mean - in theory? What does this mean in practice? Why stakeholders matter Consequences of missing stakeholders The stakeholder management process:IdentifyAssessPlanEngage 2 Identifying stakeholders Rapid listing CPIG analysis PESTLE analysis Drawing on the knowledge and experience of others Other ways to identify stakeholders 3 Assessing stakeholders Which stakeholders are significant? Stakeholder radar Power-interest maps Power-attitude maps 4 Planning The adoption curve Dealing with obstacles Who should engage which stakeholder? How should the project's organisation be structured? How will communication happen? 5 Engaging Seven principles of stakeholder engagement 2 Requirements and prioritisation Session objectives This session will help participants: Understand how clarity of requirements contributes to project success Use different techniques for prioritising requirements Agree requirements with stakeholders Manage changes to requirements 1 Understanding and managing stakeholder needs and expectations What are 'requirements'? What is 'requirements management'? Sources of requirements - and the role of stakeholders Are stakeholders sufficiently expert to specify their needs? Do they understand the detail of what they want, or do they need help to tease that out? What do stakeholders want to achieve? Working within constraints Prioritising requirements - three techniques 2 MoSCoW prioritisation 'Must have', should have', 'could have, 'won't have this time' When to use MoSCoW 3 The Kano Model Customer satisfaction - 'attractive' and 'must-be' qualities When to use Kano 4 Value-based prioritisation Understanding risk v value Using risk v value to prioritise features and schedules 5 Agreeing requirements Perfect v 'good enough' Establishing acceptance criteria Requirements traceability Agreeing project scope 6 Changing requirements Why requirements change Why change control matters Impact on projects A formal change control process Paying for change - managing change for different types of project 3 Estimating Session objectives This session will help participants: Understand the different purposes estimates satisfy Be able to use different estimating techniques Understand how to achieve different levels of accuracy 1 Key principles What's an estimate? Informed guesswork What needs to be estimated? Costs, resources, effort, duration Tolerances Precision v accuracy 2 Estimating through the lifecycle Start Plan Do 3 Early estimates Comparative ('analogous') estimating Parametric estimating Using multiple estimating techniques 4 Bottom-up estimating Bottom-up ('analytical') estimating Pros Cons 5 Three-point estimating Three-point ('PERT': Programme Evaluation and Review Technique) estimating Uncertainty and the range of estimates Calculating a weighted average Three-point with bottom-up 4 Scheduling Session objectives This session will help participants: Understand how to create a viable schedule Be able to use different forms of schedule Understand the concept of the critical path 1 Key principles The planning horizon Rolling wave planning Release planning 2 Viable scheduling Creating a viable schedule Define the scope Sequence the work Identify the risks and build in mitigations Identify the resources Estimate the effort and durations Check resource availability Refine until a workable schedule is produced 3 Critical path analysis The critical path Network diagrams Sequence logic Practical application:Network diagram with estimated durationsThe 'forward pass'The 'backward pass'Calculating total floatIdentifying the critical pathCalculating free float Gantt charts 5 Risk and issue management Session objectives This session will help participants: Understand the difference between risks and issues Be able to identify and assess risks Understand ways of mitigating risks Manage issues 1 Key principles Understanding risk Threats and opportunities The risk management processPreparation - proactive risk managementThe process - identify, assess, plan, implementStakeholder communication Roles and responsibilities Risk management strategy The risk register Risk appetite 2 Risk identification Brainstorming Interviews Assumption analysis Checklists 3 Risk assessment and prioritisation Probability, impact and proximity Triggers Qualitative risk assessment Qualitative impact assessment Qualitative probability assessment Probability / impact grid Bubble charts Risk tolerance 4 Planning countermeasures To mitigate or not to mitigate? Categories of risk response Avoid and exploit Reduce and enhance Transfer Share Accept Contingency Secondary risks 5 Issue management What is an issue? Tolerances Issues and tolerances The PRINCE2 view of issues Ownership of issues An issue management process Issue register 6 Budgeting and cost control Session objectives This session will help participants: Understand what to include in a budget - and why Choose - and use - the appropriate estimating technique Align the budget with the schedule Understand how to monitor spend and control costs Trouble-shoot effectively to get projects back within budget Session format Flexible. The session can be tailored to the participants' average level of project management maturity - a 60-minute session (delivered virtually) is an effective introduction. A 90-minute session allows for more in-depth treatment. A half-day session (face-to-face or virtual) gives time for a more challenging workshop, particularly to discuss specific cost control issues with any of the participants' current projects. 1 Where is the money coming from? Can we pay from revenue? Do we need to borrow? How long will the project take to pay back? The lifecycle of the budget Through-life costs Stakeholder involvement 2 Estimating costs Reminder: the relationship between estimates Reminder: possible estimating techniques What do we need to estimate?PeopleEquipmentMaterialsFacilities and operating costsWork package estimateEstimated project costs Estimating agile projects 3 Aligning budget and schedule Scheduling and financial periods Spreading the budget 4 Reserves and agreeing the budget Contingency reserve Management reserve Agreeing the budget 5 Cost control Planned spend over time Actual spend over time Work completed over time Evaluating different scenarios: delivery v spend 6 Trouble-shooting Why are we where we are? What has caused the project to spend at the rate it is? Why is it delivering at the rate it is? What are the root causes? What can we do about it?
Carpentry Course Overview This Carpentry course provides a comprehensive understanding of the fundamentals of woodworking, construction techniques, and key carpentry processes. Learners will gain essential skills to build structural and decorative woodwork, such as floor systems, framing, and staircases, with a focus on precision and safety. The course equips students with a solid foundation in carpentry practices, enabling them to effectively work with various materials, tools, and building techniques. Course Description Throughout the course, learners will explore topics such as tool usage, building materials, and the essentials of carpentry, including adhesives and fasteners. Modules on framing, flooring, roof structures, and exterior installations such as windows and doors provide a well-rounded skillset. This course also covers advanced areas such as concrete construction and stair design. By the end of the course, learners will be proficient in the basics of carpentry and ready to apply their knowledge in real-world settings, having gained an in-depth understanding of construction systems and processes. Carpentry Curriculum Module 01: Introduction to Carpentry Module 02: Tool Checklist and Use Module 03: Building Materials Module 04: Adhesives and Fasteners Module 05: Floor Systems Module 06: Wall Framing Module 07: Roof Framing and Siding Module 08: Windows and Exterior Doors Module 09: Stair Construction Module 10: Concrete Construction (See full curriculum) Who is this course for? Individuals seeking to pursue a career in carpentry. Professionals aiming to develop expertise in construction and building techniques. Beginners with an interest in woodworking or construction. Those looking to enhance their knowledge in the building and construction industry. Career Path Carpenter Construction Worker Building Technician Joiner Site Supervisor Renovation Specialist
Deep Tissue Massage Therapy Course Overview: This Deep Tissue Massage Therapy course offers learners a comprehensive understanding of deep tissue massage techniques and their therapeutic benefits. Covering essential massage strokes, full-body sequences, and detailed methodologies, the course provides the skills necessary to perform effective treatments that address muscle tension and stress. Learners will develop a solid foundation in massage therapy, enabling them to apply their knowledge in real-world settings. Upon completion, participants will be equipped with the expertise to confidently practice deep tissue massage and potentially enhance their career prospects in the health and wellness sector. Course Description: In this course, learners will explore the key techniques of deep tissue massage, starting with an introduction to the basic principles of massage therapy. The course covers a range of massage strokes, including both correct and incorrect methods, ensuring participants understand the importance of precision in each movement. Learners will also delve into the structure of a full-body deep tissue massage, alongside an organised sequence that ensures effective results. The course is designed to enhance knowledge of therapeutic practices, helping learners to confidently carry out treatments that support relaxation and muscle recovery. By the end, participants will be able to perform a deep tissue massage sequence with confidence, improving both their skill set and therapeutic approach. Deep Tissue Massage Therapy Curriculum: Module 01: Introduction Module 02: The Massage Strokes – Correct and Incorrect Ways Module 03: Full Body Deep Tissue Massage Module 04: Full Massage Sequence (See full curriculum) Who is this course for? Individuals seeking to enhance their knowledge of massage therapy. Professionals aiming to expand their skill set in the wellness industry. Beginners with an interest in developing massage therapy expertise. Those pursuing a career in health and wellness practices. Career Path: Massage Therapist Health and Wellness Coach Spa Therapist Sports Massage Specialist Wellness Centre Staff
Corporate Process & Maintenance Course Overview: The "Corporate Process & Maintenance" course provides a comprehensive understanding of core administrative and operational processes within a corporate environment. It covers essential tasks such as managing priorities, maintaining office resources, and effectively communicating expectations. Learners will develop the skills necessary to initiate and complete tasks efficiently while managing administrative responsibilities. The course is designed to enhance organisational abilities and foster professional growth, making it valuable for anyone aiming to streamline corporate operations and improve workplace productivity. By the end of the course, learners will be equipped with the skills to manage office processes with confidence and precision. Course Description: This course delves into key aspects of corporate maintenance and process management, focusing on improving office operations. Key topics include prioritising and completing tasks, mastering communication and expectation management, and leveraging email software for strategic purposes. Learners will explore how to maintain office resources, provide administrative services like document production, and handle meeting necessities. Throughout the course, learners will gain valuable insights into effective office management, improving both individual and organisational performance. The course is structured to facilitate a deep understanding of corporate processes and ensure learners are prepared to handle various office-related responsibilities with efficiency and clarity. Corporate Process & Maintenance Curriculum: Module 01: Responsibility For Initiating And Completing Tasks Module 02: Managing Priorities And Time Module 03: Communicating And Managing The Expectations Module 04: Strategic Approach & Use Of Email Software Module 05: Maintenance Of Office Resources Module 06: Providing Administrative Services: Document Production Module 07: Meeting Necessaries & Documents (See full curriculum) Who is this course for? Individuals seeking to develop their office management skills Professionals aiming to enhance their organisational efficiency Beginners with an interest in corporate operations Those looking to improve administrative capabilities in the workplace Career Path Office Administrator Executive Assistant Administrative Coordinator Operations Manager Office Manager