Duration 5 Days 30 CPD hours This course is intended for The primary audience for this course are Application Consultants, Business Analysts, Business Process Owners/Team Leads/Power Users, Data Consultants /Managers, Program/Project Managers, and Solution Architects. Overview Gain hands-on experience in running SAP BusinessObjects BI tools on top of SAP NetWeaver BW data In this course, students are provided with detailed knowledge on the integration for reporting of SAP BusinessObjects BI Platform 4.x with SAP NetWeaver 7.x. Overview of SAP BusinessObjects Business Intelligence(BI) 4.x and SAP NetWeaver Describing SAP BusinessObjects 4.x Semantic Layer in SAP BusinessObjects BI 4.x and Data Connectivity Describing Semantic Layer Technology Creating a Universe with the Information Design Tool SAP BusinessObjects Analysis, Edition for Microsoft Office and SAP NetWeaver BW Creating a Workbook in SAP BusinessObjects Analysis, Edition for Microsoft Office Creating a Workbook with SAP BusinessObjects Analysis, Edition for Microsoft Office and SAP BW SAP BusinessObjects Analysis, Edition for OLAP and SAP NetWeaver BW Creating a Workspace with SAP BusinessObjects Analysis, Edition for OLAP Creating a Workspace in SAP BusinessObjects Analysis, Edition for OLAP Based on a BW Query SAP BusinessObjects Design Studio and SAP NetWeaver BW Creating an Analytical Application in SAP BusinessObjects Design Studio Creating an Analytical Application with Scripting SAP BusinessObjects Dashboards and SAP NetWeaver BW Creating a Dashboard with SAP BusinessObjects Dashboards Creating a Dashboard with BEx Query SAP Crystal Reports and SAP NetWeaver BW Creating a Report with SAP Crystal Reports for Enterprise Creating a Report with SAP Crystal Reports 2013 Creating a Report with SAP Crystal Reports 2013 and SAP NetWeaver BW Differentiating SAP Crystal Reports 2013 and SAP Crystal Reports for Enterprise SAP BusinessObjects Web Intelligence and SAP NetWeaver BW Creating a Web Intelligence Document Creating a Web Intelligence Document for SAP NetWeaver BW SAP BusinessObjects Explorer and SAP NetWeaver BW Creating an SAP BusinessObjects Explorer Information Space Describing Data Connectivity between SAP BusinessObjects Explorer and SAP NetWeaver BW Information Distribution Reporting with Mobile Devices Creating Publications with SAP Crystal Reports and SAP BusinessObjects Web Intelligence Integrating BI Content with SAP NetWeaver Enterprise Portal
Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced developers, analysts or others who are intending to learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web. Overview Working in a hands-on lab environment led by our expert instructor, attendees will Understand the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content-based engine to recommend movies based on real movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative filtering Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform.This course shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory?you will get started with building and learning about recommenders as quickly as possible. In this course, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You will also use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques.Students will learn to build industry-standard recommender systems, leveraging basic Python syntax skills. This is an applied course, so machine learning theory is only used to highlight how to build recommenders in this course.This skills-focused ccombines engaging lecture, demos, group activities and discussions with machine-based student labs and exercises.. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern 'on-the-job' modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Getting Started with Recommender Systems Technical requirements What is a recommender system? Types of recommender systems Manipulating Data with the Pandas Library Technical requirements Setting up the environment The Pandas library The Pandas DataFrame The Pandas Series Building an IMDB Top 250 Clone with Pandas Technical requirements The simple recommender The knowledge-based recommender Building Content-Based Recommenders Technical requirements Exporting the clean DataFrame Document vectors The cosine similarity score Plot description-based recommender Metadata-based recommender Suggestions for improvements Getting Started with Data Mining Techniques Problem statement Similarity measures Clustering Dimensionality reduction Supervised learning Evaluation metrics Building Collaborative Filters Technical requirements The framework User-based collaborative filtering Item-based collaborative filtering Model-based approaches Hybrid Recommenders Technical requirements Introduction Case study and final project ? Building a hybrid model Additional course details: Nexus Humans Applied AI: Building Recommendation Systems with Python (TTAI2360) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Applied AI: Building Recommendation Systems with Python (TTAI2360) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
A free creative writing workshop on the the theme of 'The Bridge'. Be guided through writing a scene on a bridge and explore why this setting is so useful for character and plot.
Duration 5 Days 30 CPD hours This course is intended for The primary audience for this course are Application Consultants, Business Analysts, Business Process Owners/Team Leads/Power Users, Program/Project Managers, Technology Consultants, and Users. In this course, students will gain SAP Netweaver Business Warehouse knowledge necessary for successful implementation and administration within a heterogeneous SAP NetWeaver BW system landscape. Data Warehousing Describing Data Warehouse Systems Describing Data Warehouse Architecture Using the Data Warehousing Workbench Master Data Modeling in SAP BW Describing InfoObjects Creating Characteristic InfoObjects The Loading of Master Data from SAP Data Sources Describing Data Flow Modeling a Master Data Flow Loading a Master Data Flow Modeling with the Graphical Data Flow Tool Loading of Transaction Data from SAP DataSources Describing the Core InfoProviders Creating a Key Figure InfoObject Creating a DataStore Object (DSO) Loading Transaction Data into a Data Store Object Describing the Extended Star Schema of an InfoCube Creating InfoCubes Loading Transaction Data into an InfoCube Master Data Loading from Flat File Data Sources Loading Data From a Flat File Describing the Data Flow in Detail Describing the Data Loading Process in Detail InfoProviders in SAP BW Explaining the InfoProviders Used in SAP BW ? Introduction Creating MultiProviders Usage of SAP BI Content Using BI Content Query Performance Optimization Optimizing Query Performance Monitoring Performance Creating and Filling Aggregates The SAP BW Administration Describing Administrative Tasks and Tools Administrating the InfoCubes Administrating the DataStore Objects Creating Process Chains
We all tend to have challenges throughout our lives that cause varying levels of pressure. It is healthy and essential that people experience such challenges because up to a certain point an increase in pressure improves performance and quality of life. Too much pressure can be harmful and affect our health and wellbeing. This participative half-day workshop will explore the causes and impact of stress and provide an opportunity to learn some new ideas and techniques to cope with it. Practical tasks and exercises will be used to promote discussion and participants will be encouraged to share their own experiences and approaches. By the end of the workshop participants will be able to: Understand the causes and symptoms of stress and how to spot them Become more aware of personal habitual behaviours and approaches that get in the way of dealing with stress productively Learn ideas and approaches that help you to cope with the thoughts, emotions and physical feelings that happen in stressful and difficult situations Review and evaluate learning and have an action plan to take back and put into practice at work 1 Welcome, introductions and objectives Breaking the ice 2 Stress Its sources and effects on you Defining stress, its signs and symptoms 3 Exploring your 'default' habits Their consequences in stressful situations 4 Dealing with perception Strategies and approaches for coping with stress 5 Setting goals with positive outcomes Review and evaluation of learning Action planning
Free Creative Writing workshop: Light: This workshop will touch on perspective. What happens when we warp characters' powers of observation? Or they see part of something but don’t appreciate the whole?
Information on the risks and practical advice to address them TSC's eBooks, whitepapers, and reports cover some of the most important risks in information and cyber security — risks that constantly challenge information and cyber security professionals who work tirelessly to reduce them across their organisations and home users alike.
Information on the risks and practical advice to address them TSC's eBooks, whitepapers, and reports cover some of the most important risks in information and cyber security — risks that constantly challenge information and cyber security professionals who work tirelessly to reduce them across their organisations and home users alike.
Feeling overloaded? It's not one bad day. It's a consistent feeling of being overwhelmed everyday. This course will help you understand why you might be feeling overloaded and what you can do about it.