Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced developers, analysts or others who are intending to learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web. Overview This skills-focused combines engaging lecture, demos, group activities and discussions with machine-based student labs and exercises.. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern 'on-the-job' modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Working in a hands-on lab environment led by our expert instructor, attendees will Understand the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content-based engine to recommend movies based on real movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative filtering Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform.This course shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory?you will get started with building and learning about recommenders as quickly as possible. In this course, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You will also use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques. Students will learn to build industry-standard recommender systems, leveraging basic Python syntax skills. This is an applied course, so machine learning theory is only used to highlight how to build recommenders in this course. Getting Started with Recommender Systems Technical requirements What is a recommender system? Types of recommender systems Manipulating Data with the Pandas Library Technical requirements Setting up the environment The Pandas library The Pandas DataFrame The Pandas Series Building an IMDB Top 250 Clone with Pandas Technical requirements The simple recommender The knowledge-based recommender Building Content-Based Recommenders Technical requirements Exporting the clean DataFrame Document vectors The cosine similarity score Plot description-based recommender Metadata-based recommender Suggestions for improvements Getting Started with Data Mining Techniques Problem statement Similarity measures Clustering Dimensionality reduction Supervised learning Evaluation metrics Building Collaborative Filters Technical requirements The framework User-based collaborative filtering Item-based collaborative filtering Model-based approaches Hybrid Recommenders Technical requirements Introduction Case study and final project ? Building a hybrid model Additional course details: Nexus Humans Building Recommendation Systems with Python (TTAI2360) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Building Recommendation Systems with Python (TTAI2360) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
This course is designed for all those who are planning to visit Greece and would like to learn and practice common and useful Greek phrases used when travelling. This mini-course introduces different aspects of Greek for tourism, working on main language points and useful Greek vocabulary through a variety of topics related to the tourist industry. After the completion of the course you will be able to communicate in basic everyday circumstances. The course is designed to be completed in 10 days – 10 lessons of 60 minutes each. The lessons are supported by slides (including readers and exercises), audios, and video files. All you need is a computer and an Internet connection, and you are ready to go!
Duration 3 Days 18 CPD hours This course is intended for CliniciansUniversitiesHospitalsHealthcare ExecutivesEntrepreneursInvestors Overview Intro to blockchainMajor healthcare use cases of blockchainUnderstand different use cases of PEB that have already been implemented and encourage thought of new potential use cases. This course covers the intersection of healthcare and Blockchain. Training will include an overview of Blockchain, and uses for Blockchain in the healthcare industry, from medical records, to medical devices, insurance and more. Day 1 History of blockchain Blockchain 101 Decentralization/centralization Distributed ledger-private vs public Mining and consensus mechanisms Intro to healthcare on blockchain including Medical records FHIR, HL7 Day 2 Patient identity Value-based care and concepts (discuss outcome-based smart contracts) Medical devices, Wearables, IoT Patient adherence monitoring (with tokenized incentives-could also discuss with pt. empowerment), incentives, etc. Interoperability and other obstacles of implementation (industry inertia, large data sets, inherent resistance to change) Day 3 Supply chain (substandard and falsified medicines, divergence, compliance with DSCSA) Logistics Insurance (eligibility, reduced overhead, claims processing) Data sets AI technology (theoretical use cases) PT empowerment 1 & 2 (digital health wallet with access driven by smart contracts, monetizing data for sharing) Additional course details: Nexus Humans Blockchain for Healthcare Professionals 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 Blockchain for Healthcare Professionals 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.
Our monthly Social Media Marketing Update will break down the need-to-know marketing trends across TikTok, Instagram, LinkedIn, YouTube and more!
Duration 4 Days 24 CPD hours This course is intended for IS Security Officers IS Managers Risk Managers IS Systems Auditors Information Systems Owners IS Control Assessors System Managers Government Employees Overview Upon completion, Certified Information Systems Security Auditor students will be able to establish industry acceptable Cyber Security & IS management standards with current best practices and be prepared to competently take the C)ISSA exam. The Certified Information Systems Security Auditor, C)ISSA , course covers the skills and knowledge to assess vulnerabilities, report on compliance and implement controls for private and public enterprises. Many organizations require an Information System Auditor?s expert knowledge when it comes to identifying critical issues and providing effective auditing solutions. Through the use of a risk-based approach, the C)ISSA is able to implement and maintain cost-effective security controls that are closely aligned with both business and industry standards. Course Outline The Process of Auditing Information Systems Risk-Based Auditing Audit Planning and Performance IS Systems Auditor reports IT Governance and Management Systems Acquisition, Development and Implementation Systems Development Models Types of Specialized Business Applications Application Controls Information Systems Operations, Maintenance, and Support System and Communications Hardware Additional course details: Nexus Humans C)ISSA Certified Information Systems Security Auditor Mile 2 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)ISSA Certified Information Systems Security Auditor Mile 2 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 1 Days 6 CPD hours This course is intended for This course is intended for working professionals in various job roles, both native and non-native English speakers, who use formal and informal written communications in the course of business, and who seek to improve their grammar usage. Overview In this course, you will develop the skills to coach for results. You will: Define coaching and determine how you want to coach. Build a foundation for coaching. Establish a coaching process. Execute a coaching plan. Coach teams and coach remotely. As a leader in your organization, you're expected to help people meet or exceed expectations and to help ensure productivity and profitability for the organization. Coaching is a leadership tool that is effective in improving performance and contributing to the goals of the organization. In this course, you will build a foundation for coaching, establish a coaching process, execute a coaching plan, and explore strategies for coaching in different business scenarios. Many different factors can affect employee performance. When performance problems arise, people need to be supported to get back on track and do their jobs well. Coaching is an effective way of confirming an employee's value while improving performance. Coaching contributes to employee retention because it offers the opportunity to grow, provides motivation, and supports learning. Coaching also enhances the image and effectiveness of managers and supervisors. Defining Yourself as a Coach Define Coaching Determine a Coaching Approach Developing Core Coaching Skills Evaluate Performance Develop Essential Interpersonal Skills Establishing a Coaching Process Initiate the Coaching Relationship Agree on a Coaching Plan Executing the Coaching Plan Coach Adjust the Coaching Plan Verify That Goals Have Been Met Coaching in Different Business Scenarios Coach a Team Coach Remotely
Our monthly Social Media Marketing Update will break down the need-to-know marketing trends across TikTok, Instagram, LinkedIn, YouTube and more!
Our monthly Social Media Marketing Update will break down the need-to-know marketing trends across TikTok, Instagram, LinkedIn, YouTube and more!
Our monthly Social Media Marketing Update will break down the need-to-know marketing trends across TikTok, Instagram, LinkedIn, YouTube and more!
Our monthly Social Media Marketing Update will break down the need-to-know marketing trends across TikTok, Instagram, LinkedIn, YouTube and more!