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The key to a confident birth experience is knowledge and education. This workshop will guide you through the process.

Duration 1 Days 6 CPD hours This course is intended for This course is intended for data warehouse engineers, data platform engineers, and architects and operators who build and manage data analytics pipelines. Completed either AWS Technical Essentials or Architecting on AWS Completed Building Data Lakes on AWS Overview In this course, you will learn to: Compare the features and benefits of data warehouses, data lakes, and modern data architectures Design and implement a data warehouse analytics solution Identify and apply appropriate techniques, including compression, to optimize data storage Select and deploy appropriate options to ingest, transform, and store data Choose the appropriate instance and node types, clusters, auto scaling, and network topology for a particular business use case Understand how data storage and processing affect the analysis and visualization mechanisms needed to gain actionable business insights Secure data at rest and in transit Monitor analytics workloads to identify and remediate problems Apply cost management best practices In this course, you will build a data analytics solution using Amazon Redshift, a cloud data warehouse service. The course focuses on the data collection, ingestion, cataloging, storage, and processing components of the analytics pipeline. You will learn to integrate Amazon Redshift with a data lake to support both analytics and machine learning workloads. You will also learn to apply security, performance, and cost management best practices to the operation of Amazon Redshift. Module A: Overview of Data Analytics and the Data Pipeline Data analytics use cases Using the data pipeline for analytics Module 1: Using Amazon Redshift in the Data Analytics Pipeline Why Amazon Redshift for data warehousing? Overview of Amazon Redshift Module 2: Introduction to Amazon Redshift Amazon Redshift architecture Interactive Demo 1: Touring the Amazon Redshift console Amazon Redshift features Practice Lab 1: Load and query data in an Amazon Redshift cluster Module 3: Ingestion and Storage Ingestion Interactive Demo 2: Connecting your Amazon Redshift cluster using a Jupyter notebook with Data API Data distribution and storage Interactive Demo 3: Analyzing semi-structured data using the SUPER data type Querying data in Amazon Redshift Practice Lab 2: Data analytics using Amazon Redshift Spectrum Module 4: Processing and Optimizing Data Data transformation Advanced querying Practice Lab 3: Data transformation and querying in Amazon Redshift Resource management Interactive Demo 4: Applying mixed workload management on Amazon Redshift Automation and optimization Interactive demo 5: Amazon Redshift cluster resizing from the dc2.large to ra3.xlplus cluster Module 5: Security and Monitoring of Amazon Redshift Clusters Securing the Amazon Redshift cluster Monitoring and troubleshooting Amazon Redshift clusters Module 6: Designing Data Warehouse Analytics Solutions Data warehouse use case review Activity: Designing a data warehouse analytics workflow Module B: Developing Modern Data Architectures on AWS Modern data architectures

A day of Data Governance, support, networking, and answering your questions. Join me for my 1 Day Data Governance Mastermind where you get allocated time to get specific advice on your current Data Governance challenges and get the chance to network with others in similar situations.

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This workshop is being run jointly by LMI UK and LMI Ireland and offers a framework and toolkit for setting and achieving personal goals in all all areas of your life.

Duration 2 Days 12 CPD hours This course is intended for This course is for analysts, developers, and administrators of IBM Watson Explorer Deep Analytics Edition oneWEX. Overview Identify oneWEX platformsIdentify the process and data flows of oneWEX projectsExplore the oneWEX user interfaceExplain ingestion and conversionUtilize Content MinerDefine enrichmentIdentify advanced features of oneWEX This course is designed to teach students core concepts of IBM Watson Explorer Deep Analytics Edition oneWEX. Students will learn to identify the oneWEX platforms as well as the process flow and data flow of oneWEX projects. Students will explore oneWEX tools, such as Content Miner and the Admin Console, while gaining hands-on experience in data acquisition and enrichment. Finally, students will be exposed to more advanced topics, such as Application Builder, Content Analytics Studio, and API usage. Overview of oneWEX Introduction to oneWEX Explore oneWEX architecture Identify installation options Navigation in oneWEX Explore the Admin Console Explore navigation using Content Miner The Collection detail view The REST API Data flow Explore the data flow of oneWEX Search and Analytics collection templates Identify data acquisition Data ingestion Work with datasets Work with crawlers Use an importer Explore conversion Data ingestion log files Analysis using oneWEX Content Miner Explore analysis using Content Miner The Guided Analysis Experience The Guided Analysis view Explore Annotators Enrichment using Annotators Annotator types Enrichment using Labeler Identify enrichment Identify document classification Classify using training data Classification versus clustering The document classification process Enrichment using Ranker Identify enrichment using Ranker The ranking process Migrate annotators from Content Analytics Studio Migrate Content Analytics Studio annotators Identify the UIMA pipeline configuration for oneWEX Update annotators Using Application Builder with oneWEX Application Builder and user roles Explore Application Builder Set up a oneWEX data source Functionality for oneWEX data sources Additional course details: Nexus Humans O3201 Fundamentals of IBM Watson Explorer Deep Analytics Edition oneWEX (V12.0.x) 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 O3201 Fundamentals of IBM Watson Explorer Deep Analytics Edition oneWEX (V12.0.x) 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.

Restorative Interventions in Schools A “Restorative Solution” is a non-adversarial approach to conflict resolution where the person who has done something wrong in a given situation becomes accountable to those s/he has harmed. This person is then given the opportunity to “make up” for their inappropriate behaviour through agreement and reparation. An intervention can involve a formal conference, or it can be a simple conversation on a corridor or playground. Restorative Interventions work with all ages of young people, and the techniques can be used in parental meetings, can prevent exclusions and challenge poor behaviour. Our feedback tells us that when problems between young people are addressed in this way, those problems rarely reoccur. Course Category Behaviour and Relationships Teaching and Learning Description Restorative Interventions in Schools A “Restorative Solution” is a non-adversarial approach to conflict resolution where the person who has done something wrong in a given situation becomes accountable to those s/he has harmed. This person is then given the opportunity to “make up” for their inappropriate behaviour through agreement and reparation. An intervention can involve a formal conference, or it can be a simple conversation on a corridor or playground. Restorative Interventions work with all ages of young people, and the techniques can be used in parental meetings, can prevent exclusions and challenge poor behaviour. Our feedback tells us that when problems between young people are addressed in this way, those problems rarely reoccur. Also Available on line– self paced learning… give it a try! Testimonials ‘Interesting. A different approach. Another ‘weapon’ in the armoury. Will try to use.’ ‘Made me think how I can approach confrontations differently. Useful, reminded me where my focus should be and that things will be difficult at times, but that’s no excuse to stay in the comfort zone!’ ‘Excellent day. Lots of ideas to take away and use on a daily basis. Thanks.’ ‘Nice to do some work on behaviour without sanctions and restraints in mind’ Learning Objectives To introduce participants to Restorative Interventions To develop understanding of value and role in developing inclusive practice of Restorative Interventions To develop and practise Restorative Intervention skills processes Opportunity to reflect on professional practice Mutual support established with other ‘front line’ practitioners Who Is It For ? Multi Agency Teams Social workers CAMHS teams Year Managers Primary and secondary staff Early Years and School based Practitioners Heads and Deputies SENCOs Advanced Skills Teachers Primary and secondary teachers Local Authority Support Services Course Content This can be introduced in one day or as a workshop but is better offered over a series of sessions. The course answers the questions: What should we do if rewards and punishments do not work? Can we find an alternative process to recommending permanent exclusion or special unit or school placement? Struggling with a child for whom praise and sanctions seem ineffective? Want to develop a more restorative school or team? I need a process which works with relationships not just behaviour. What will work for our relationships policy? This day’s training will enable participants to facilitate Short Restorative Conferences, and will suggest ways of working with young people and others that will help to repair broken relationships, and challenge some difficult behaviour. Including all those affected by an incident in its resolution is a powerful way of producing significant improvements in behaviour. We will cover: What are restorative solutions? Background and detailed teaching of processes Inclusion values underpinning this work Processes modelled and opportunities to try process out Practical setting up of restorative conferences Stories and outcomes