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Duration 3 Days 18 CPD hours This course is intended for This is an introductory- level course appropriate for those who are developing applications using relational databases, or who are using SQL to extract and analyze data from databases and need to use the full power of SQL queries. Overview This course combines expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises. Working in a hands-on learning environment led by our expert practitioner, attendees will learn to: Maximize the potential of SQL to build powerful, complex and robust SQL queries Query multiple tables with inner joins, outer joins and self joins Construct recursive common table expressions Summarize data using aggregation and grouping Execute analytic functions to calculate ranks Build simple and correlated subqueries Thoroughly test SQL queries to avoid common errors Select the most efficient solution to complex SQL problems A company?s success hinges on responsible, accurate database management. Organizations rely on highly available data to complete all sorts of tasks, from creating marketing reports and invoicing customers to setting financial goals. Data professionals like analysts, developers and architects are tasked with creating, optimizing, managing and analyzing data from databases ? with little room for error. When databases aren?t built or maintained correctly, it?s easy to mishandle or lose valuable data. Our SQL Programming and Database Training Series provides students with the skills they require to develop, analyze and maintain data and in correctly structured, modern and secure databases. SQL is the cornerstone of all relational database operations. In this hands-on course, you learn to exploit the full potential of the SELECT statement to write robust queries using the best query method for your application, test your queries, and avoid common errors and pitfalls. It also teaches alternative solutions to given problems, enabling you to choose the most efficient solution in each situation. Introduction: Quick Tools Review Introduction to SQL and its development environments Using SQL*PLUS Using SQL Developer Using the SQL SELECT Statement Capabilities of the SELECT statement Arithmetic expressions and NULL values in the SELECT statement Column aliases Use of concatenation operator, literal character strings, alternative quote operator, and the DISTINCT keyword Use of the DESCRIBE command Restricting and Sorting Data Limiting the Rows Rules of precedence for operators in an expression Substitution Variables Using the DEFINE and VERIFY command Single-Row Functions Describe the differences between single row and multiple row functions Manipulate strings with character function in the SELECT and WHERE clauses Manipulate numbers with the ROUND, TRUNC and MOD functions Perform arithmetic with date data Manipulate dates with the date functions Conversion Functions and Expressions Describe implicit and explicit data type conversion Use the TO_CHAR, TO_NUMBER, and TO_DATE conversion functions Nest multiple functions Apply the NVL, NULLIF, and COALESCE functions to data Decode/Case Statements Using the Group Functions and Aggregated Data Group Functions Creating Groups of Data Having Clause Cube/Rollup Clause SQL Joins and Join Types Introduction to JOINS Types of Joins Natural join Self-join Non equijoins OUTER join Using Subqueries Introduction to Subqueries Single Row Subqueries Multiple Row Subqueries Using the SET Operators Set Operators UNION and UNION ALL operator INTERSECT operator MINUS operator Matching the SELECT statements Using Data Manipulation Language (DML) statements Data Manipulation Language Database Transactions Insert Update Delete Merge Using Data Definition Language (DDL) Data Definition Language Create Alter Drop Data Dictionary Views Introduction to Data Dictionary Describe the Data Dictionary Structure Using the Data Dictionary views Querying the Data Dictionary Views Dynamic Performance Views Creating Sequences, Synonyms, Indexes Creating sequences Creating synonyms Creating indexes Index Types Creating Views Creating Views Altering Views Replacing Views Managing Schema Objects Managing constraints Creating and using temporary tables Creating and using external tables Retrieving Data Using Subqueries Retrieving Data by Using a Subquery as Source Working with Multiple-Column subqueries Correlated Subqueries Non-Correlated Subqueries Using Subqueries to Manipulate Data Using the Check Option Subqueries in Updates and Deletes In-line Views Data Control Language (DCL) System privileges Creating a role Object privileges Revoking object privileges Manipulating Data Overview of the Explicit Default Feature Using multitable INSERTs Using the MERGE statement Tracking Changes in Data

Our course empowers you to handle workplace issues effectively and fairly. Learn best practices, procedures, and communication skills to maintain a harmonious and compliant workplace. Course overview Duration: 1 day (6.5 hours) This course will enable participants to manage disciplinary and grievance issues effectively. The emphasis is on the use of a structured approach where positive action and problem-solving is highlighted as a priority. The course will build knowledge, skill and confidence in handling these areas objectively, fairly and appropriately in line with policies/procedures, best practice and legal requirements. Objectives  By the end of the course you will be able to: Describe the purpose of disciplinary and grievance procedures and how these relate to relevant laws and other procedures Know your role as managers in fairly and consistently applying the procedures at the informal and formal stages Explain the grounds for disciplinary or grievance action and the need to collect, assess and present evidence Describe the structure and roles of disciplinary meetings Explain of the basis for reaching fair and reasonable decisions and possible remedies and penalties Describe the grounds and procedure for appeals Content Disciplinary Procedures Employment Contract – what an employee and employer expect and how to manage when broken. Natural Justice – ensuring ‘fair play’. Misconduct v Capability - what is the difference and which process should be used to manage both. Informal v Formal Action – understanding the processes for both informal and formal disciplinary actions. Suspensions – when, why and how to suspend an employee. Investigations – how to undertake a robust investigation and what to include in the report. Disciplinary Meeting – how to conduct the meeting, the different roles involved. Appeals – understanding how people can appeal and the process to appeal. Grievance Procedures What the law requires – what are the legal requirements for handling a grievance. Informal v Formal Action – understanding the processes for both informal and formal grievance procedures. Conducting the hearing – how to undertake a robust hearing and who should be involved. Appeals - how can people appeal and what is the process.

6 Week Qi-Gong Course For Winter When: Tuesday Evenings 6pm and Thursday Mornings (via Zoom) All classes are recorded so you can catch up in your own time. Dates: Tuesdays 6-7pm: January 7th, 14th, 21st, 28th and February 4th and 11th Thursdays 9-9.30am: January 9th, 16th, 23rd, 30th and February 6th and 13th Price: Concessions £60 – Standard £80 – Supporter £110 Suitable for everyone no matter your experience What if you could improve your health, strength and vitality, by simply slowing down? Slow your body Slow your breath Slow your mind When we slow down we give ourselves the opportunity to rejuvenate, to recharge and to harness our own life force energy or “Qi”. As we move towards winter we begin to turn inwards and connect to the power of Yin, the power of Water and the power of finding our own slow flow. In this 6 week course we will explore Qigong movements, meditations and breathwork practices to support this slowing down, giving us the space to connect to our Qi, to our subtle energy, giving us the tools to feel stronger, calmer and full of vitality. In Traditional Chinese Medicine we are entering the water phase of winter. The water element relates to the organs of the bladder and kidneys, our bones, our ears and our sense of hearing. The meridians of Kidney and Bladder run along our spine and the back of the body and when they are flowing well we feel supported by life, grounded and connected to the world around us. We can find our inner flow with ease, without effort or strain, enabling us to let go of our fears and move forward with courage. Qigong teaches us to come back to our bodies, to come back home, to a place of belonging that is inside all of us, a place of stillness in our the centre. Where we can better navigate life’s uncertainties with greater balance, ease, and steadiness. What is included: Six live 60min evening Qigong Classes on zoom Six live 30min morning Slow Flow classes on zoom Access to replays of all classes so you can catch up in your own time. Access to private Whats App group to share experiences and ask questions Weekly supporting material for home practice : – A Weekly video with a guided Qigong Practice or Meditation – PDF – explanations of each practice – Key acupuncture points for self massage Together we will: Learn a simple Slow Flow Qigong Movements to balance your nervous system and release stress. Explore the principal of Wu Wei – Release tension and move with effortless action Connect to your deep internal power – Learn to Standing in Emptiness (Wuchi) Strengthen Kidneys and support adrenal health Exercises to strengthen your spine and reduce back pain Clear the meridian pathways reducing stagnation and stiffness for increased flow and vitality. Learn self-massage techniques for key acupuncture points to release stress and calm our busy minds. Qigong means “To Nourish Life” and for me having a regular practice helps to bring me home to myself. What will i get out of this course? Deeper body awareness Increased strength and emotional stability Relax your mind and Improve mental clarity Enhanced breathing and improved circulation Strengthen your back and build a healthy spine Less physical tension and reduced pain More energy Less stress and anxiety Everyone is welcome to join the course no matter your experience. Please get in touch if you have any questions.

Duration 1 Days 6 CPD hours This course is intended for To gain the most from attending this course you should possess the following incoming skills: Basic knowledge of programming concepts and syntax in Python. Familiarity with common data formats such as CSV, JSON, and XML. Experience using command-line interfaces and basic text editing tools. Understanding of basic machine learning concepts and algorithms. Overview Working in an interactive learning environment, led by our engaging expert, you will: Gain a solid understanding of prompt engineering concepts and their applications in software development and AI-driven solutions. Master the techniques for preprocessing and cleaning text data to ensure high-quality inputs for AI models like GPT-4. Develop expertise in GPT-4 tokenization, input formatting, and controlling model behavior for various tasks and requirements. Acquire the ability to design, optimize, and test prompts effectively, catering to diverse business applications and use cases. Learn advanced prompt engineering techniques, such as conditional text generation and multi-turn conversations, to create more sophisticated AI solutions. Practice creating prompts to generate, run, and test code in a chosen programming language using GPT-4 and OpenAI Codex. Understand the ethical implications and best practices in responsible AI deployment, ensuring fair and unbiased AI applications in software development. Prompt Engineering offers coders and software developers a competitive edge by empowering them to develop more effective and efficient AI-driven solutions in their projects. By harnessing the capabilities of cutting-edge AI models like GPT-4, coders can automate repetitive tasks, enhance natural language understanding, and even generate code suggestions, boosting productivity and creativity. In addition, mastering prompt engineering can contribute to improved job security, as professionals with these in-demand skills are highly sought after in the rapidly evolving tech landscape. Quick Start to Prompt Engineering for Coders and Software Developers is a one day course designed to get you quickly up and running with the prompting skills required to out AI to work for you in your development efforts. Guided by our AI expert, you?ll explore key topics such as text preprocessing, data cleansing, GPT-4 tokenization, input formatting, prompt design, and optimization, as well as ethical considerations in prompt engineering. In the hands-on labs you?ll explore tasks such as formatting inputs for GPT-4, designing and optimizing prompts for business applications, and implementing multi-turn conversations with AI. You?ll work with innovative tools like the OpenAI API, OpenAI Codex, and OpenAI Playground, enhancing your learning experience while preparing you for integrating prompt engineering into your professional toolkit. By the end of this immersive course, you?ll have the skills necessary to effectively use prompt engineering in your software development projects. You'll be able to design, optimize, and test prompts for various business tasks, integrate GPT-4 with other software platforms, and address ethical concerns in AI deployment. Introduction to Prompt Engineering Overview of prompt engineering and its importance in AI applications Major applications of prompt engineering in business Common challenges faced in prompt engineering Overview of GPT-4 and its role in prompt engineering Key terminology and concepts in prompt engineering Getting Things Ready: Text Preprocessing and Data Cleansing Importance of data preprocessing in prompt engineering Techniques for text cleaning and normalization Tokenization and n-grams Stop word removal and stemming Regular expressions and pattern matching GPT-4 Tokenization and Input Formatting GPT-4 tokenization and its role in prompt engineering Understanding and formatting GPT-4 inputs Context windows and token limits Controlling response length and quality Techniques for handling out-of-vocabulary tokens Prompt Design and Optimization Master the skills to design, optimize, and test prompts for various business tasks. Designing effective prompts for different tasks Techniques for prompt optimization GPT-4 system and user parameters for controlling behavior Importance of prompt testing and iteration Best practices for prompt engineering in business applications Advanced Techniques and Tools in Prompt Engineering Learn advanced techniques and tools for prompt engineering and their integration in business applications. Conditional text generation with GPT-4 Techniques for handling multi-turn conversations Overview of tools for prompt engineering: OpenAI API, OpenAI Codex, and OpenAI Playground Integration of GPT-4 with other software platforms and tools Monitoring and maintaining prompt performance Code Generation and Testing with Prompt Engineering Develop the skills to generate, integrate, and test AI-generated code effectively, enhancing productivity and creativity in software development projects. Introduction to code generation with AI models like GPT-4 Designing prompts for code generation across programming languages Techniques for specifying requirements and constraints in prompts Generating and interpreting code snippets using AI-driven solutions Integrating generated code into existing projects and codebases Best practices for testing and validating AI-generated code Ethics and Responsible AI Understand the ethical implications of prompt engineering and the importance of responsible AI deployment in business. Ethical considerations in prompt engineering Bias in AI systems and its impact on prompt engineering Techniques to minimize bias and ensure fairness Best practices for responsible AI deployment in business applications Monitoring and addressing ethical concerns in prompt engineering

Photography is a way of feeling, of touching, of loving. ... it remembers little things, long after you have forgotten everything. - Aaron Sisking For the kind of photos that are worthy of the memories  Because we just don't get do-overs with kids. There is no such thing as second-first steps. Because all their little quirks, all the big and little moments that shape their lives and their childhoods are something that only YOU as parents see and appreciate fully. And they are the thing that make them who they are. There is simply no outside photographer who can come in and capture those unique things because nobody knows your children like you do. Photography For Parents Fundamentals Our flagship 6 week Photography course designed to help you learn all the key photography skills that you will need to drastically improve your children's photos.  KEY COURSE INFO: Course type: Instructor-led or self paced Course duration: 6 weeks Course format: Online course with Interactive weekly live classes, personal photo feedback and support group WHAT YOU LEARN: Our hands-on online instructor-led approach helps guarantee that you will quickly learn the key camera and photographic storytelling skills while keeping the focus on photographing children.  From camera know-how, light and composition, specific recipes to help you capture typical situations and getting it all right on the fly - yeah, our kids don't sit still either LEARN WHAT'S INCLUDED IN EACH MODULE Key Camera skills Working with natural light Capturing kids on the move Photo composition Portraits and details Photo storytelling HERE IS HOW YOU LEARN WITH US:  If you have bought an online course before, then gave up half way through because ... life.. - well, we are a bit different. This is A LOT more than a bunch of random tutorials. This is a proper, well designed, supported and paced course that genuinely delivers. HERE ARE THE INGREDIENTS THAT MAKE OUR COURSE DELIVER The one with all the materials: 5 core course modules, introduced on a weekly basis, plus a bonus wraparound module ( more on that below) - courses accessible online and in pdf version The one with all the people: You're not going through the course on your own - as part of the course you join an online peer support group, moderated daily by the instructor, where you connect, get help and go through this journey together with other parents like you. The one with all the answers: Every week we run an live online class which is where your instructor goes through the key parts of your course, answers live questions and demonstrates techniques and additional illustration photos. The Live classes are run in the evening ( after the kids are in bed) and are always recorded in case you couldn't join in live The one that's all about you: Every week comes with homework to help you practice the elements we introduce in the modules. You submit those images to your instructor on a weekly basis and receive thorough, photo-by-photo, video feedback from your instructor - so it's all about you and your progress, nobody else's The one with the bonuses: A PDF workbook to help you go through the materials and practice the skills, handy cheat sheets formatted for your phone so you can whip them out on the go plus a Bonus wrap-up module with swipe files of photo ideas for children at different ages, handy checklists and more!  The one after it's over: We don't just leave you on your lonesome after the course is over - you get access to a=our Alumni group - a Photography for Parents Clique if you will - which is where we continue supporting you, answering your questions, encouraging you to take photos through weekly and monthly challenges and peer support Next Fundamentals course starts on 15th January 2024 5 core course modules Support Facebook group Weekly online Live class Personal Feedback on your images BONUS: extra module with ideas bank for photographing children of all ages BONUS: PDF course workbook BONUS: Printable and mobile friendly Pocket Guides HERE IS WHAT YOU WILL LEARN WITH US:  How to finally, actually, properly use your camera - no more cryptic buttons and the 'oh no! what have I pressed now?!' panic. Life's too short to be intimidated by your camerant The precise steps and 'recipes' to help you capture all sorts of different situations - whether your kids are indoors on a dark and dreary day or tearing through the park in the sun How to see the world and your children through a photographers eyes and learn to compose your photographs on the fly so they truly reflect the beauty you see How to get great photos CONSISTENTLY - I mean the spray and pray method is fine, but wouldn't it be nice to have confidence your images will turn out the way you want them? How to learn to notice and capture the little details, the big picture, the whole story of your children growing up. BEAUTIFULLY. "Absolutely, without a doubt, the best money I have ever spent on anything kid related. I so wish i had done these courses 6 years ago, just before my 1st was born. My photography has improved significantly and I'm just sad the course are over, I have loved everything about them!" Hannah Slater "The most enjoyable online course I ever done" I cannot recommend this course highly enough, and I am so grateful for Ania for creating this amazing course and community, teaching busy parents how to document their family storied beautifully! DALIA SEABORNE "I'm amazed at how much my photography has improved " I have learned so much and am amazed at how much my photography has improved - they are brilliant value for money considering the level of personal attention you receive! I've come away with a whole lot more technical knowledge as well as a heap of inspiration and ideas. LUCY GRIFFITH "The most wonderful entry into the incredible photography world" I am seeing things that I have never noticed before, I am using the DSLR to capture precious moments with my family and am signed up to two further courses because the instructors, modules and supportive community are amazing and I think I might be addicted KIRSTY FINNIE Photography for Parents FUNDAMENTALS Next course starts on 15th Jan 2024 All the learning resources, all the community, all the support, all the personal help. Virtually failproof 5 core course modules Bonus Idea Bank module PDF course workbook Pocket reference guide Support group Weekly online live class Personal Feedback on your images Access to Photography For Parents Alumni community But will it work for me? - our guarantee: GUARANTEE We know our course works. We have seen a few thousands of students go through our courses and really improve. BUT, if you find that after the first couple of modules that it just doesn't work for you, you haven't learnt anything new, it's the wrong level for you, you haven't improved, or you simply don't get on or engage with it - we will simply refund you in full. Simple as that! INSIDE THE MODULES - aka WHAT DO YOU LEARN? Module 1: See what your camera sees Our first module is dedicated to breaking you our of the snapping habit and giving you a fresh perspective. We show you how your camera sees the world differently than what you might expect in three major ways - the optics. the focus and the light. Major Takeaways: At the end of the module you will have gained full control of your focus - no more guessing game and kids turning out all blurry, you will also gain an insight of how to use your lens ( there is a skill to it) and how to let the light help make your subjects stand out. What's included: The importance of focus and what it does to our brain Taking control of your focus - the Where and HOW your camera focuses Mastering focus formula - a process to help you determine what settings to use for each occasion To zoom or not to zoom and how it changes what and how your camera sees Learning how your camera sees the light and how to make it better, especially with tricky light Learning how to shoot against the light - like a bright window and NOT end up with the person looking all dark Module 2: On exposure and all things sharp and blurry In our second module we take you off the auto setting and dive deep into learning about exposure - i.e. making sure that your images are not too dark or bright or blurry. But not only that, we pay special attention to how to make some of the things in your image sharp and others blurry through the use of specific combinations of settings  Major Takeaways: How to work your camera in priority ( semi-manual) modes, how to capture detail or portraits with a great separation of sharp and blurry to make these elements stand out.  What's included: Understanding the mechanics of your camera - how does a photo actually happen inside Taking your camera firmly OFF the Auto settings - learning the key factors ( aperture, shutter speed and ISO) and how they interact with one another How to capture portraits and those precious detail shots beautifully Switching to Aperture priority and controlling your aperture - the how and the why Taking control of what in your image will be sharp and what will be blurry - hello full control over blurry backgrounds, blurry foregrounds and pin sharp subjects in between. Module 3: Capturing movement  One of my favourite modules, dedicated to helping you capture your kids in motion - whether they're wriggling babies, speedy crawlers, wobbly toddlers or perpetual-motion-machines that most children are. We learn how to match your focus settings, your shutter settings and your composition to capture great movement photos.  Major Takeaways: Learn how to capture your children on the move, SHARP but also how to use blur and speed to really showcase and highlight movement. Big AH-HA moments here!  What's included: Switching your camera to shutter priority and mastering MOVEMENT Learning how to capture moving things SHARP - yes, that includes those fast movingbaby arms and legs Learning how to capture moving things BLURRY - and why would you want to do it? Learning how to highlight action and energy and speed in your images and how to help yourself with composition Creative techniques like night time light trails or panning or creative blur How to use your focus settings on top of your shutter settings to help capture things sharp Module 4: See what your camera sees Although we introduce elements of photographic composition throughout the course, this is the module entirely dedicated to it. We look at composition not just as a set of arbitrary rules, but more as something that helps you express what you really see and feel. We look at photographic storytelling and helping your images get look more impactful and stronger Major Takeaways: Good photographic composition principles to help you really show the magic you are seeing. At the end of this module you will say goodbye to boring flat photos and will instead start taking rich images with lots of depth and eye catching composition.  What's included: understanding how we 'read' photographs and how to compose so that the magic YOU see translates into what the others see when they pick up that photo fundamental rules of photo composition - we started you off with the rule of thirds but there is MORE Good crops, bad crops, crazy crops and everything in between storytelling through your photographs - how to make your images mean something and show something real, beyond 'my child looks cute here' getting creative and expressing yourself through photographs learning to go beyond your usual compositions and discovering different styles Module 5: Photographic composition and storytelling Although we introduce elements of photographic composition throughout the course, this is the module entirely dedicated to it. We look at composition not just as a set of arbitrary rules, but more as something that helps you express what you really see and feel. We look at photographic storytelling and helping your images get look more impactful and stronger Major Takeaways: Good photographic composition principles to help you really show the magic you are seeing. At the end of this module you will say goodbye to boring flat photos and will instead start taking rich images with lots of depth and eye catching composition.  What's included: Understanding how we 'read' photographs and how to compose so that the magic YOU see translates into what the others see when they pick up that photo Fundamental rules of photo composition - we started you off with the rule of thirds but there is MORE Good crops, bad crops, crazy crops and everything in between Storytelling through your photographs - how to make your images mean something and show something real, beyond 'my child looks cute here' Getting creative and expressing yourself through photographs Learning to go beyond your usual compositions and discovering different styles BONUS Module 6: Idea Bank : Photographing children at different ages This last module is a bit different. We us it to give you lots of ideas for photos with children of different ages - from photographing milestones to capturing what's unique about them at a particular stage and really getting into their world to capture where they're at. The module is packed with ready to take ideas and will let you take all that you have learned in the first 5 modules and apply it in real life sitautions. We also help you think ahead to the next steps in your photography education - should you want to continue. 

Duration 4 Days 24 CPD hours This course is intended for This class is intended for experienced developers who are responsible for managing big data transformations including: Extracting, loading, transforming, cleaning, and validating data. Designing pipelines and architectures for data processing. Creating and maintaining machine learning and statistical models. Querying datasets, visualizing query results and creating reports Overview Design and build data processing systems on Google Cloud Platform. Leverage unstructured data using Spark and ML APIs on Cloud Dataproc. Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow. Derive business insights from extremely large datasets using Google BigQuery. Train, evaluate and predict using machine learning models using TensorFlow and Cloud ML. Enable instant insights from streaming data Get hands-on experience with designing and building data processing systems on Google Cloud. This course uses lectures, demos, and hand-on labs to show you how to design data processing systems, build end-to-end data pipelines, analyze data, and implement machine learning. This course covers structured, unstructured, and streaming data. Introduction to Data Engineering Explore the role of a data engineer. Analyze data engineering challenges. Intro to BigQuery. Data Lakes and Data Warehouses. Demo: Federated Queries with BigQuery. Transactional Databases vs Data Warehouses. Website Demo: Finding PII in your dataset with DLP API. Partner effectively with other data teams. Manage data access and governance. Build production-ready pipelines. Review GCP customer case study. Lab: Analyzing Data with BigQuery. Building a Data Lake Introduction to Data Lakes. Data Storage and ETL options on GCP. Building a Data Lake using Cloud Storage. Optional Demo: Optimizing cost with Google Cloud Storage classes and Cloud Functions. Securing Cloud Storage. Storing All Sorts of Data Types. Video Demo: Running federated queries on Parquet and ORC files in BigQuery. Cloud SQL as a relational Data Lake. Lab: Loading Taxi Data into Cloud SQL. Building a Data Warehouse The modern data warehouse. Intro to BigQuery. Demo: Query TB+ of data in seconds. Getting Started. Loading Data. Video Demo: Querying Cloud SQL from BigQuery. Lab: Loading Data into BigQuery. Exploring Schemas. Demo: Exploring BigQuery Public Datasets with SQL using INFORMATION_SCHEMA. Schema Design. Nested and Repeated Fields. Demo: Nested and repeated fields in BigQuery. Lab: Working with JSON and Array data in BigQuery. Optimizing with Partitioning and Clustering. Demo: Partitioned and Clustered Tables in BigQuery. Preview: Transforming Batch and Streaming Data. Introduction to Building Batch Data Pipelines EL, ELT, ETL. Quality considerations. How to carry out operations in BigQuery. Demo: ELT to improve data quality in BigQuery. Shortcomings. ETL to solve data quality issues. Executing Spark on Cloud Dataproc The Hadoop ecosystem. Running Hadoop on Cloud Dataproc. GCS instead of HDFS. Optimizing Dataproc. Lab: Running Apache Spark jobs on Cloud Dataproc. Serverless Data Processing with Cloud Dataflow Cloud Dataflow. Why customers value Dataflow. Dataflow Pipelines. Lab: A Simple Dataflow Pipeline (Python/Java). Lab: MapReduce in Dataflow (Python/Java). Lab: Side Inputs (Python/Java). Dataflow Templates. Dataflow SQL. Manage Data Pipelines with Cloud Data Fusion and Cloud Composer Building Batch Data Pipelines visually with Cloud Data Fusion. Components. UI Overview. Building a Pipeline. Exploring Data using Wrangler. Lab: Building and executing a pipeline graph in Cloud Data Fusion. Orchestrating work between GCP services with Cloud Composer. Apache Airflow Environment. DAGs and Operators. Workflow Scheduling. Optional Long Demo: Event-triggered Loading of data with Cloud Composer, Cloud Functions, Cloud Storage, and BigQuery. Monitoring and Logging. Lab: An Introduction to Cloud Composer. Introduction to Processing Streaming Data Processing Streaming Data. Serverless Messaging with Cloud Pub/Sub Cloud Pub/Sub. Lab: Publish Streaming Data into Pub/Sub. Cloud Dataflow Streaming Features Cloud Dataflow Streaming Features. Lab: Streaming Data Pipelines. High-Throughput BigQuery and Bigtable Streaming Features BigQuery Streaming Features. Lab: Streaming Analytics and Dashboards. Cloud Bigtable. Lab: Streaming Data Pipelines into Bigtable. Advanced BigQuery Functionality and Performance Analytic Window Functions. Using With Clauses. GIS Functions. Demo: Mapping Fastest Growing Zip Codes with BigQuery GeoViz. Performance Considerations. Lab: Optimizing your BigQuery Queries for Performance. Optional Lab: Creating Date-Partitioned Tables in BigQuery. Introduction to Analytics and AI What is AI?. From Ad-hoc Data Analysis to Data Driven Decisions. Options for ML models on GCP. Prebuilt ML model APIs for Unstructured Data Unstructured Data is Hard. ML APIs for Enriching Data. Lab: Using the Natural Language API to Classify Unstructured Text. Big Data Analytics with Cloud AI Platform Notebooks What's a Notebook. BigQuery Magic and Ties to Pandas. Lab: BigQuery in Jupyter Labs on AI Platform. Production ML Pipelines with Kubeflow Ways to do ML on GCP. Kubeflow. AI Hub. Lab: Running AI models on Kubeflow. Custom Model building with SQL in BigQuery ML BigQuery ML for Quick Model Building. Demo: Train a model with BigQuery ML to predict NYC taxi fares. Supported Models. Lab Option 1: Predict Bike Trip Duration with a Regression Model in BQML. Lab Option 2: Movie Recommendations in BigQuery ML. Custom Model building with Cloud AutoML Why Auto ML? Auto ML Vision. Auto ML NLP. Auto ML Tables.

Jennifer Holloway delivers keynotes, workshops and webinars for clients, both online and in person (no public courses are run). Here’s a selection of existing sessions to give you a flavour of what’s available (though new ones are being designed all the time, so if you don’t see what you need, just ask): Personal Brand – What? How? Why? An introduction to the subject of personal branding, this session explains what a personal brand is, why you already have one and how to define it so you can remain authentic at all times. Delivered as a 45-minute or 60-minute session x People Buy People – So Who Are You Selling? You want people to buy your personal brand…but what exactly is it? This session challenges people to think in a new way about what they bring to the table and what makes them tick, kicking off the process of defining their personal brand. Delivered as a 90-minute or 120-minute session x Discover Your Personal Brand When you really dig into the detail of not just what you offer but who you are, that’s when you discover your unique selling point. This session provides a step-by-step process to highlight your individuality and put it clearly into words. Delivered as a half-day or full-day session xx Deliver Your Personal Brand With Impact Every time you come into contact with people – whether online, on the phone or in person – they’re picking up clues about you. This session shares practical tips and techniques to ensure those clues create a positive impression. Delivered as a 120-minute or half-day session x Articulate Your Achievements To get the most from your personal brand you have to shine a light on the value you bring, but if you can’t communicate what that value is, you could be missing out. This session provides an easy-to-follow formula to set out your credentials in a subtle, yet very effective way. Delivered as a 60-minute or 90-minute session x How To Create A LinkedIn Profile To Be Proud Of Many of us have a LinkedIn profile, but how many of us are 100% certain it’s creating a positive impression? This session focuses on how to polish up your photo, headline and summary to get you noticed for the right reasons. Delivered as a 45-minute or 60-minute session x Networking For People Who Need Help Networking Some people are natural networkers – meeting people and building relationships with ease – but many feel less confident, unsure how to kick-start the process. This session offers easy-to-implement tips for connecting both in-person and online. Delivered as a 45-minute or 60-minute session And for those wanting an in-depth approach to developing their personal brand: Making The Most Of Your Personal Brand This programme delivers the full-monty: from learning what a personal brand is, to defining what your own brand is, to getting feedback on how others view your brand, to learning how to share your brand both in person and online. x It’s restricted to smaller groups, so every delegate gets individualised support, advice and feedback, plus it fosters an open and collaborative environment for each cohort. Delivered as blend of in-person and online learning, or entirely online

Duration 3 Days 18 CPD hours This course is intended for The ideal audience for the RPA and UiPath Boot Camp is beginners in the field of RPA and individuals in roles such as developers, project managers, operation analysts, and tech enthusiasts looking to familiarize themselves with automation technologies. It's also perfectly suited for business professionals keen on understanding and implementing automated solutions within their organizations to optimize processes. 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. Working in a hands-on learning environment, led by our Automation Learning expert instructor, students will explore: Gain a thorough understanding of Robotic Process Automation (RPA) and its applications using UiPath, setting a solid foundation for future learning and application. Learn to record and play in UiPath Studio, a key skill that enables automating complex tasks in a user-friendly environment. Master the art of designing and controlling workflows using Sequencing, Flowcharting, and Control Flow, helping to streamline and manage automation processes effectively. Acquire practical skills in data manipulation, from variable management to CSV/Excel and data table conversions, empowering you to handle data-rich tasks with confidence. Develop competence in managing controls and exploring various plugins and extensions, providing a broader toolkit for handling diverse automation projects. Get hands-on experience with exception handling, debugging, logging, code management, and bot deployment, fundamental skills that ensure your automated processes are reliable and efficient. How to deploy and control Bots with UiPath Orchestrator The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. What is Robotic Process Automation? Scope and techniques of automation Robotic process automation About UiPath The future of automation Record and Play UiPath stack Downloading and installing UiPath Studio Learning UiPath Studio Task recorder Step-by-step examples using the recorder Sequence, Flowchart, and Control Flow Sequencing the workflow Activities Control flow, various types of loops, and decision making Step-by-step example using Sequence and Flowchart Step-by-step example using Sequence and Control flow Data Manipulation Variables and scope Collections Arguments ? Purpose and use Data table usage with examples Clipboard management File operation with step-by-step example CSV/Excel to data table and vice versa (with a step-by-step example) Taking Control of the Controls Finding and attaching windows Finding the control Techniques for waiting for a control Act on controls ? mouse and keyboard activities Working with UiExplorer Handling events Revisit recorder Screen Scraping When to use OCR Types of OCR available How to use OCR Avoiding typical failure points Tame that Application with Plugins and Extensions Terminal plugin SAP automation Java plugin Citrix automation Mail plugin PDF plugin Web integration Excel and Word plugins Credential management Extensions ? Java, Chrome, Firefox, and Silverlight Handling User Events and Assistant Bots What are assistant bots? Monitoring system event triggers Monitoring image and element triggers Launching an assistant bot on a keyboard event Exception Handling, Debugging, and Logging Exception handling Common exceptions and ways to handle them Logging and taking screenshots Debugging techniques Collecting crash dumps Error reporting Managing and Maintaining the Code Project organization Nesting workflows Reusability of workflows Commenting techniques State Machine When to use Flowcharts, State Machines, or Sequences Using config files and examples of a config file Integrating a TFS server Deploying and Maintaining the Bot Publishing using publish utility Overview of Orchestration Server Using Orchestration Server to control bots Using Orchestration Server to deploy bots License management Publishing and managing updates

Duration 3 Days 18 CPD hours This course is intended for Attendee roles might include: Software Developers/Programmers Data Scientists Machine Learning Engineers AI Researchers User Interface (UI) and User Experience (UX) Designers Technical Product Managers Technical Team Leads Overview Working in an interactive learning environment, led by our engaging AI expert you'll: Develop a strong foundational understanding of generative AI techniques and their applications in software development. Gain hands-on experience working with popular generative AI models, including Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and Transformer models. Master the use of leading AI libraries and frameworks, such as TensorFlow, Keras, and Hugging Face Transformers, for implementing generative AI models. Acquire the skills to design, train, optimize, and evaluate custom generative AI models tailored to specific software development tasks. Learn to fine-tune pre-trained generative AI models for targeted applications and deploy them effectively in various environments, including cloud-based services and on-premises servers. Understand and address the ethical, legal, and safety considerations of using generative AI, including mitigating biases and ensuring responsible AI-generated content. Prompt Engineering offers coders and software developers a competitive edge by empowering them to develop more effective and efficient AI-driven solutions in their projects. By harnessing the capabilities of cutting-edge AI models like GPT-4, coders can automate repetitive tasks, enhance natural language understanding, and even generate code suggestions, boosting productivity and creativity. In addition, mastering prompt engineering can contribute to improved job security, as professionals with these in-demand skills are highly sought after in the rapidly evolving tech landscape. Quick Start to Prompt Engineering for Coders and Software Developers is a one day course designed to get you quickly up and running with the prompting skills required to out AI to work for you in your development efforts. Guided by our AI expert, you?ll explore key topics such as text preprocessing, data cleansing, GPT-4 tokenization, input formatting, prompt design, and optimization, as well as ethical considerations in prompt engineering. In the hands-on labs you?ll explore tasks such as formatting inputs for GPT-4, designing and optimizing prompts for business applications, and implementing multi-turn conversations with AI. You?ll work with innovative tools like the OpenAI API, OpenAI Codex, and OpenAI Playground, enhancing your learning experience while preparing you for integrating prompt engineering into your professional toolkit. By the end of this immersive course, you?ll have the skills necessary to effectively use prompt engineering in your software development projects. You'll be able to design, optimize, and test prompts for various business tasks, integrate GPT-4 with other software platforms, and address ethical concerns in AI deployment. Generative AI represents an exhilarating frontier in artificial intelligence, specializing in the creation of new data instances, imitation of real data, and content generation. Its remarkable capabilities facilitate automated content creation, enriched user experiences, and groundbreaking solutions across diverse industries, ultimately fueling efficiency and transcending technological limits. By harnessing the power of generative AI, developers can craft dynamic content, produce code and documentation, refine user interfaces, and devise customized recommendations, empowering them to construct highly efficient and custom solutions for a wide range of applications. Designed for experienced programmers, Turbocharge Your Code! Generative AI Boot Camp for Developers is a three-day workshop-style course that teaches you the latest skills and tools required to master generative AI models, transforming the way you approach software development. In today's fast-paced technological landscape, generative AI has emerged as a game-changer, with leading companies like NVIDIA, OpenAI, and Google leveraging its capabilities to push the boundaries of innovation. By learning how to harness the power of generative models such as GANs, VAEs, and Transformer models, you will be able to generate code, documentation, and tests, enhance user interfaces, and create dynamic content that adapts to user needs. Our comprehensive curriculum covers everything from the fundamentals of generative AI to advanced techniques and ethical considerations, including hands-on labs where you will develop and deploy custom models using state-of-the-art AI tools and libraries like TensorFlow and Hugging Face Transformers. Throughout the course you'll focus on practical application and collaboration, building confidence with personalized guidance and real-time feedback from our expert live instructor. Upon completion, you will be equipped with the knowledge and experience necessary to develop and implement innovative generative AI models across various industries, improving existing products, creating new applications, and gaining highly-valuable skills in the rapidly advancing field of AI. Additional course details: Nexus Humans Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) 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 Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) 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.