18939 Other courses

Duration 1 Days 6 CPD hours This course is intended for This course is intended for network engineers, support personnel, reseller support, and others responsible for implementing ScreenOS products. Overview After successfully completing this course, you should be able to: Configure attack prevention features, including: ?SCREEN options; Deep Inspection (DI); and Antivirus (AV) scanning. Configure URL filtering. Configure antispam filters. This course meets the business needs of customers who are deploying the attack prevention features of ScreenOS software. The course focuses specifically on the attack-related features and assumes familiarity with ScreenOS software. Upon completing this course, you should be able to return to work and successfully configure and verify the desired attack prevention features. Chapter 1: Course Introduction Chapter 2: ScreenOS Basics Review Concepts Review Configuration Review Lab: ScreenOS Basics Review Chapter 3: SCREEN Options Multilayer Network Protection Types of Attacks SCREEN Options Configuration SCREEN Best Practices Lab: SCREEN Options Configuration Chapter 4: Deep Inspection Deep Inspection Overview Attack Database Configuration Policy Configuration Logging and Monitoring Lab: Deep Inspection Configuration Chapter 5: Antivirus Antivirus Operations Antivirus Configuration?Kaspersky Antivirus Configuration?ICAP Verifying Operations Lab: Antivirus Configuration Chapter 6: Web Filtering Web-Filtering Options Web-Filtering Configuration Verifying Operations Lab: Configuring Web Filtering Chapter 7: Antispam Antispam Concepts Antispam Configuration Verifying Operations Lab: Antispam Configuration Additional course details: Nexus Humans Attack Prevention with Juniper Networks Firewalls 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 Attack Prevention with Juniper Networks Firewalls 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 Individuals taking this course are business professionals seeking to develop or increase their emotional intelligence. Overview In this course, you will explore the concept of emotional intelligence. You will: Identify the components of emotional intelligence and recognize how emotional intelligence benefits organizations. Assess and develop your personal emotional intelligence competencies. Assess and develop your social emotional intelligence competencies. Practice emotional intelligence in common workplace scenarios. It was once believed that intelligence was the metric that would determine a person's success in the workplace. Intelligence matters because it contributes to your ability to do your job. But intelligence is not the best indicator of whether or not you'll succeed. Your ability to understand and manage your own emotions, and get along well with others, has at least as much impact on your performance and effectiveness as intelligence. In this course, you'll explore strategies to increase your awareness of your emotions, develop your ability to manage your emotions, and improve your social skills. Recognizing the Benefits of Emotional Intelligence Define Emotional Intelligence Recognize EQ's Impact on Work Experience Increasing Your Personal Emotional Intelligence in the Workplace Develop Your Level of Self-Awareness Develop Your Self-Regulation Skills Develop Your Motivation Increasing Your Social Emotional Intelligence in the Workplace Develop Your Empathy Develop Your Social Skills Practicing Emotional Intelligence in the Workplace Practice Emotionally Intelligent Leadership Build an Emotionally Intelligent Team Manage Change Manage Conflict Coach for Performance Additional course details: Nexus Humans Emotional Intelligence for Business Professionals (Second Edition) 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 Emotional Intelligence for Business Professionals (Second Edition) 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 3 Days 18 CPD hours This course is intended for This course is ideal for developers, engineers, and others including: Cloud administrators Cloud solution architects Customer sales engineers DevOps engineers Sales engineers Systems engineers Technical solutions architects Overview After you complete this course the learner will be able to meet these overall objectives: Describe the Cisco CloudCenter solution, architecture, and features Discover the enterprise-class security solution for IT organizations and cloud service providers Discover how the CloudCenter Suite adapters can be leveraged to build custom integrations with a variety of enterprise platforms and services Discover the integrations and APIs that can be performed from Action Orchestrator CLDAO, Mulitcloud Automation and Orchestration with Cisco CloudCenter Suite is a 3-day course that teaches you how to configure simplified orchestration and workflow automation that provides seamless integration within the Cisco© CloudCenter suite. Through lessons and hands-on experiences, you will learn to use the tools of the CloudCenter Suite to streamline business processes, automate tasks, and increase efficiency in business processes.This course will help you:Acquire the advanced skills and techniques using the primary modules of workload manager, cost optimizer and action orchestrator for consistent experiences across all business environmentsLearn how to design and deploy applications that are delivered consistently and reliably across private and public clouds Introducing Cisco CloudCenter Suite Action Orchestrator Cisco CloudCenter Suite Architecture Defining Action Orchestrator User Management and Security Considerations Cisco CloudCenter Suite User Management and Security Defining Cisco CloudCenter Suite Action Orchestrator Adapters Action Orchestrator Adapter Creation Examining Action Orchestrator Integrations and Supported APIs Cisco CloudCenter Suite Action Orchestrator APIs Additional course details: Nexus Humans Cisco Multicloud Automation and Orchestration with Cisco CloudCenter Suite (CLDAO) 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 Cisco Multicloud Automation and Orchestration with Cisco CloudCenter Suite (CLDAO) 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 3 Days 18 CPD hours This course is intended for This course is intended for Cisco Partner Sales Engineers and Field engineers supporting customers with 802.1x solutions. The primary audience for this course is Cisco Channel Partner SEs and FEs that are seeking to meet the education requirements to attain ATP authorization to sell Cisco ISE. The secondary audience for this course is security architects, design engineers, and others seeking hands-on experience with Cisco TrustSec 802.1X deployments with Cisco ISE Overview Upon completing this course, students will be able to meet these objectives:- Describe identity-based networking concepts and components - Define the components and processes of port-based authentication - Identify the 802.1X components and their interrelation at a high level - Identify requirements and options for non-supplicant devices - Position individual components of an 802.1X network and identify compatibilities Students will gain the foundational knowledge of IEEE 802.1X protocol; the skills that are needed to configure the Cisco Identity Services Engine (ISE) for 802.1X operation; hands-on experience configuring a network for 802.1X-based network services. Cisco TrustSec Surveying Cisco TrustSec Surveying Cisco TrustSec Architecture Components Port-Based Authentication Surveying the IEEE 802.1X Standard Surveying 802.1X and EAP Surveying 802.1X and EAP Configure Devices for 802.1X Operation Identifying 802.1X Components and Topologies Identifying 802.1X Components and Topologies Configuring Network Devices for 802.1X Configuring Supplicants for 802.1X Operation Configure Guest Access Configuring Cisco TrustSec for Non-Supplicant Devices Configuring Cisco WebAuth for Non-Supplicant Devices Design Cisco TrustSec Networks with Cisco ISE and 802.1X Identifying Component Compatibilities with 802.1X Reviewing 802.1X Design Considerations that Impact Implementation Reviewing Scalable 802.1X Architectures Additional course details: Nexus Humans Cisco Introduction to 802.1X Operations for Cisco Security Professionals v1.0 (8021X) 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 Cisco Introduction to 802.1X Operations for Cisco Security Professionals v1.0 (8021X) 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 2 Days 12 CPD hours This course is intended for The course is targeted at professionals who have never worked with Microsoft 365 before, or who have yet to move beyond its basic functions. The target audience typically includes individuals, professionals, and organizations who are looking to improve their productivity, collaboration, and communication using the suite of applications and services provided by Microsoft 365. This could include office workers, project managers, IT professionals, and small to large-scale businesses who want to maximize the benefits of cloud-based solutions for their daily operations.  Overview Upon successfully completing this course, students will have confidence in using the Microsoft 365 applications. Students will increase their work productivity and decrease time on completing tasks. In this course, students will learn how to use different tools of Microsoft 365 for better online collaboration, including OneDrive, SharePoint, Teams, Excel, Outlook, Word, and PowerPoint. First Steps in Office 365 The Difference Between Office 365 and Microsoft 365 Pros and cons of Microsoft 365 First Steps on mobile devices OneDrive Introduction - What is Microsoft OneDrive? How To Access Microsoft OneDrive? Upload Files Share Files Sync Files Recycle Bin Using OneDrive How To Access Onedrive On Phone? Teams - Simplify Collaboration within Companies Discover new ways to collaborate and communicate An introduction to your central place in Office 365 How to launch and install Teams The Interface of Microsoft Teams Use the Teams window to structure your organization Use Channels to structure the Teams window Use Tabs to access tools and information Communicate with others via Chat Keep track of activities Meetings, video conferencing and screen sharing Share files effectively Manage teams and permissions for organizational structuring Use Teams effectively on mobile devices Final remarks SharePoint Sites Introduction First Steps Document Library - First Steps Document Library - Set and Manage Alerts Document Library - Understanding Versioning Sync Libraries Share a Site Picture Library Lists Calendar Tasks Discussion Board Outlook First Steps in Mail Improved Search Function Work with Folders Settings Working with the Mail App Calendar People Tasks Excel Online Introduction Open and Edit an Excel Online Workbook Limitations of Excel Online Create a New Workbook with Excel Online Edit a Workbook Simultaneously with another Person Working with the Excel AppUse Excel effectively on mobile devices PowerPoint Online Introduction Open a PowerPoint Online Presentation Edit a Presentation Online Limitations of PowerPoint Online Create a Presentation with PowerPoint Online Working with the PowerPoint App Use Power Point effectively on mobile devices Word Online Introduction Open and Edit a Word Document Online Limitations of Word Online Create a New Document Edit a Document Simultaneously Working with the Word App

Duration 3 Days 18 CPD hours This course is intended for This course is intended for network engineers, support personnel, reseller support, and others responsible for implementing Juniper Networks ScreenOS firewall products. Overview After successfully completing this course, you should be able to:Explain the Juniper Networks security architecture.Configure administrative access and options.Back up and restore configuration and ScreenOS files.Configure a ScreenOS device in transparent, route, Network Address Translation (NAT), and IP version 6 (IPv6) modes.Discuss the applications of multiple virtual routers.Configure the Juniper Networks firewall to permit and deny traffic based on user defined policies.Configure advanced policy options.Identify and configure network designs for various types of network address translation.Configure policy-based and route-based VPN tunnels. This course is the first in the ScreenOS curriculum. It is a course that focuses on configuration of the ScreenOS firewall/virtual private network (VPN) products in a variety of situations, including basic administrative access, routing, firewall policies and policy options, address translation, and VPN implementations. The course combines both lecture and labs, with significant time allocated for hands-on experience. Students completing this course should be confident in their ability to configure Juniper Networks firewall/VPN products in a wide range of installations. Chapter 1: Course IntroductionChapter 2: ScreenOS Concepts, Terminology, and PlatformsChapter 3: Initial Connectivity Lab 1: Initial Configuration Chapter 4: Device Management Lab 2: Device Administration Chapter 5: Layer 3 Operations Lab 3: Layer 3 Operations Chapter 6: Basic Policy Configuration Lab 4: Basic Policy Configuration Chapter 7: Policy Options Lab 5: Policy Options Chapter 8: Address Translation Lab 6: Address Translation Chapter 9: VPN ConceptsChapter 10: Policy-Based VPNs Lab 7: Policy-Based VPNs Chapter 11: Route-Based VPNs Lab 8: Route-Based VPNs Chapter 12: IPv6 Lab 9: IPv6 Appendix A: Additional FeaturesAppendix B: Transparent Mode Lab 10: Transparent Mode (Optional) Additional course details: Nexus Humans Configuring Juniper Networks Firewall/IPSec VPN Products 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 Configuring Juniper Networks Firewall/IPSec VPN Products 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 managers and individuals who need to recognize and overcome anxiety occurring in the workplace. Overview Upon successful completion of this course, participants will be able to identify workplace anxiety and learning powerful coping strategies to help work with anxiety, rather than against it. In this course, participants will learn resources and effective skills that will help them recognize and manage anxiety in the workplace. Getting Started Workshop Objectives Action Plan Types of Anxiety Generalized Anxiety Disorder Social Anxiety Panic Disorder Phobias Obsessive-Compulsive Disorder Practical Illustration Physical Symptoms Rapid Heartbeat Panic Attack Headache Trembling or Shaking Digestive Discomfort Practical Illustration Anxiety Triggers Fear of the Unknown Fear of Conflict or Confrontation Holding in Feelings Public Speaking Perfectionism Practical Illustration Anxiety vs. Nervousness Determining the Cause The Duration of Symptoms Intensity of Symptoms Interfering With Life Levels of Anxiety Practical Illustration Recognizing Anxiety in Others Avoiding Social Situations Difficulty Accepting Negative Feedback Difficulty Focusing on Tasks Irrational Fears Offering Support Practical Illustration Coping Strategies (I) Keeping a Journal Power of Positive Thinking Creating a ?Me? Place Establish Attainable Goals -- Rule Practical Illustration Coping Strategies (II) Talk With Friends and Family Get Enough Sleep Eating Well and Exercise Breathing Exercises Begin Small and Build Up to Larger Challenges Practical Illustration Acknowledge the Situation It?s OK to Make a Mistake Accept the Situation, and Move On Ending the Cycle Identify the Trigger You?re Not Alone Practical Illustration The Positive Aspects Alerts Us to Danger Improves Self-Awareness Great Motivator Prevent Mistakes Empathetic and Understanding Practical Illustration When to Seek Extra Help? Feeling Overwhelmed Physical Changes Unable to Work or Function Experiencing Panic Attacks Feelings of Irritability Practical Illustration Wrapping Up Words From the Wise Additional course details: Nexus Humans Managing Workplace Anxiety 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 Managing Workplace Anxiety 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 individuals who want to recognize and manage their emotions, behaviors and impulses and apply these skills to the world around them. Overview Upon successful completion of the Developing Emotional Intelligence course, participants will have the tools to gain control over emotions, navigate challenging situations, and communicate empathetically. In this course, students will develop the skill of emotional intelligence to help maximize personal and professional success. Module One: Getting Started Getting Started Module Two: Introduction to Emotional Intelligence Defining Emotional Intelligence The Importance of EI Who Needs It? What Are Emotions? EQ vs. IQ Practical Illustration Module Three: The Components of EI Self-Management Self-Awareness Social Skills Internal Motivation Empathy Practical Illustration Module Four: Tools to Gain Control Journaling Meditation and Mindfulness Identifying Emotional Triggers Breathing Techniques Taking a Break Practical Illustration Module Five: Verbal Communication Skills Active Listening Asking Questions Consider Your Audience Choosing Your Words Be Authentic Practical Illustration Module Six: Nonverbal Communication Skills Body Language Tone Matters Facial Expressions Eye Contact Distance and Personal Space Practical Illustration Module Seven: Managing Relationships With Others Building Rapport Respond, Don?t React Show Gratitude Finding Common Ground Setting Boundaries Practical Illustration Module Eight: Overcoming Obstacles Recognizing and Admitting Failure Disagreeing Constructively Staying Cool Under Pressure Be Open to Perspectives The Power of Forgiveness Practical Illustration Module Nine: Application to Business Practices Working as a Team Setting Business Goals Interviewing for Successful Hires Giving and Receiving Feedback Customer Experience and Rapport Practical Illustration Module Ten: Benefits of Being Emotionally Aware Strong Interpersonal Relationships Able to Manage Change Reduced Stress and Anxiety Improved Decision Making Boosts Employee Morale Practical Illustration Module Eleven: Making an Impact Creating a Powerful First Impression Maintaining Your Composure Inspiring Leadership Gaining Self-Confidence Patience and Practice Practical Illustration Module Twelve: Wrapping Up Words from the Wise Additional course details: Nexus Humans Developing Emotional Intelligence 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 Developing Emotional Intelligence 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 The content is appropriate for test automation engineering roles, test manager roles, test lead roles, test architect roles, as well as developer roles. This course assumes you have a foundational understanding of testing and the purpose of automation. This course will be beneficial to anyone who is accountable for assessing, planning, designing, and implementing an integrated set of technology (testing infrastructure) that supports development, testing, and deployment. Overview Working in an interactive learning environment, led by our expert facilitator, attendees will learn to: Document the current state of test automation in your organization Define a custom test automation plan and architecture to fit their situation Create an initial implementation plan Identify initial key measures Develop a metrics dashboard for tracking the value of test automation Lay out a future strategy and roadmap to get there Introduction to Test Automation is a one-day, hands-on event designed to provide participants with the skills required to develop a custom test automation plan and architecture for their organization. Throughout the course, students will examine and work through various practical examples, learning how to create an integrated test automation plan and develop a test automation architecture. Participants will also learn about the possible real-world challenges they may face while trying to accomplish their goals, exploring the practical positive aspects of engaging their technical team, along with the possible frustrations of experiencing too much isolation between test automators and test designers. Getting Started Automation beginnings Software as a series of imperfect translations The Compelling Business Needs for Automation Automation the next opportunity Islands of Automation Getting products to market more quickly, at the right costs and quality Automation Challenges and Requirements Automation Challenges Test Automation Key Requirements Foundational material for your automation plan Templates Questions Examples Virtual Consulting included with this course Automation plan vision and strategy Vision, Strategy, Approach Example Defining your end in mind Deciding where to start Engaging Others Conducting a current state tools inventory Assessing your current state - tools and processes Tools inventory example and template Radar Chart as a means of presenting current state information Consider the best automation approach Waterfall vs. agile cycles of work Aligning tools with your methodologies Strategies for Automating The Test Automation Pyramid Developing your test automation architecture Blocks of automation capabilities Islands of Automation Integrated Tools Architecture Template Integrated Tools Architecture Examples Test automation architecture examples Examples of different test automation architectures and frameworks Selenium Key Test Automation Architecture Characteristics Acceptance test-driven and behavior-driven testing overview Test automation approaches FitNesse Cucumber Gherkin script overview Tool workflow Considerations for what to automate and when Categories of tests that might be automated We have many tool choices Key points in Test Tool Architecture Planning Piloting and Implementing automation Selecting and evaluating tools and rolling them out Selling Automation - qualitative questions Selling Automation - quantitative questions Measuring automation benefits Measures in technical terms Measures in business terms Measures of testing vs. measures of test automation Next Steps A few keys to success

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.