75 AI (Artificial Intelligence) courses

Are you intrigued by how speech recognition is driving the growth of the AI market? This course is a reliable guide if you're looking to pursue a career as a speech recognition professional and understand industry best practices.

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.

Unlock the potential of business intelligence with our specialized Business Intelligence Analyst Course. Learn to analyze data, extract insights, and drive strategic decisions to optimize business performance. Gain practical skills in data visualization, reporting, and predictive analytics using industry-leading tools and techniques. Whether you're a business professional or aspiring analyst, this course equips you with the expertise to excel in leveraging data for business intelligence.

This course will help you prepare for the AI-900 Exam: Microsoft Azure AI Fundamentals. We will cover the complete exam syllabus as updated in April 2021 with sample questions.

In this course, you will learn how to unlock the power of Generative AI and learn to generate passive income for profitable online ventures with ChatGPT. Gain the skills to automate tasks efficiently, generate revenue from your content, and uphold ethical AI practices. This course is perfect for beginners or anyone seeking to enhance their online ventures with AI technology.

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.

This course is about developing core skills that will stay with you for a lifetime. It is designed such that you can watch the material and follow along step-by-step. It focuses on the implementation of YOLOv4 to get you up and running. You'll be an object detecting ninja in no time and be able to graduate to more advanced content.

Emotional Intelligence and Artificial Intelligence for Business Manager Boost your leadership with Emotional Intelligence. Integrate Artificial Intelligence for strategic advantage. Excel as a Business Manager with a balanced mastery of Emotional Intelligence and AI. Learning Outcomes: * Explain the role of Emotional Intelligence in business management. * Assess your Emotional Intelligence and Self-Awareness. * Cultivate relationships using Emotional Intelligence techniques. * Evaluate the impact of Artificial Intelligence on business processes. * Innovate business models using Artificial Intelligence insights. More Benefits: * LIFETIME access * Device Compatibility * Free Workplace Management Toolkit Key Modules from Emotional Intelligence and Artificial Intelligence for Business Manager: * Introduction to Emotional Intelligence: Understand the fundamentals and significance of Emotional Intelligence in managerial roles. * Emotional Intelligence Self-Awareness: Gauge and improve your self-awareness using Emotional Intelligence tools. * Relationships in Emotional Intelligence: Build and manage professional relationships through Emotional Intelligence. * Artificial Intelligence for Business: Learn how Artificial Intelligence can reshape traditional business paradigms. * Artificial Intelligence on Business Models: Reconfigure your business models effectively using Artificial Intelligence. * Creativity and Innovation on AI: Harness the power of AI to fuel creativity and innovation in business management.

“Master the integration of AI in programming with our ‘ChatGPT for Programmers’ course. Discover how ChatGPT can revolutionize your coding skills and open new horizons in software development.”