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Duration 2 Days 12 CPD hours This course is intended for If you are a data analyst, data scientist, or a business analyst who wants to get started with using Python and machine learning techniques to analyze data and predict outcomes, this book is for you. Basic knowledge of computer programming and data analytics is a must. Familiarity with mathematical concepts such as algebra and basic statistics will be useful. Overview By the end of this course, you will have the skills you need to confidently use various machine learning algorithms to perform detailed data analysis and extract meaningful insights from data. This course is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. The course will help you understand how you can use pandas and Matplotlib to critically examine a dataset with summary statistics and graphs, and extract the insights you seek to derive. You will continue to build on your knowledge as you learn how to prepare data and feed it to machine learning algorithms, such as regularized logistic regression and random forest, using the scikit-learn package. You?ll discover how to tune the algorithms to provide the best predictions on new and unseen data. As you delve into later sections, you?ll be able to understand the working and output of these algorithms and gain insight into not only the predictive capabilities of the models but also their reasons for making these predictions. Data Exploration and Cleaning Python and the Anaconda Package Management System Different Types of Data Science Problems Loading the Case Study Data with Jupyter and pandas Data Quality Assurance and Exploration Exploring the Financial History Features in the Dataset Activity 1: Exploring Remaining Financial Features in the Dataset Introduction to Scikit-Learn and Model Evaluation Introduction Model Performance Metrics for Binary Classification Activity 2: Performing Logistic Regression with a New Feature and Creating a Precision-Recall Curve Details of Logistic Regression and Feature Exploration Introduction Examining the Relationships between Features and the Response Univariate Feature Selection: What It Does and Doesn't Do Building Cloud-Native Applications Activity 3: Fitting a Logistic Regression Model and Directly Using the Coefficients The Bias-Variance Trade-off Introduction Estimating the Coefficients and Intercepts of Logistic Regression Cross Validation: Choosing the Regularization Parameter and Other Hyperparameters Activity 4: Cross-Validation and Feature Engineering with the Case Study Data Decision Trees and Random Forests Introduction Decision trees Random Forests: Ensembles of Decision Trees Activity 5: Cross-Validation Grid Search with Random Forest Imputation of Missing Data, Financial Analysis, and Delivery to Client Introduction Review of Modeling Results Dealing with Missing Data: Imputation Strategies Activity 6: Deriving Financial Insights Final Thoughts on Delivering the Predictive Model to the Client

Duration 2 Days 12 CPD hours This course is intended for This course is intended for software testers, architects, engineers, or other related roles, who wish to apply AI to software testing practices within their enterprise. While there are no specific pre-requisites for this course, it would be helpful is the attendee has familiarity with basic scripting (Python preferred) and be comfortable with working from the command line (for courses that add the optional hands-on labs). Attendees without basic scripting skills can follow along with the hands-on labs or demos. Overview This course introduces AI and related technologies from a practical applied software testing perspective. Through engaging lecture and demonstrations presented by our expert facilitator, students will explore: Exploring AI Introduction to Machine Learning Introduction to Deep Learning Introduction to Data Science Artificial Intelligence (AI) in Software Testing Implementing AI in Test Automation Innovative AI Test Automation Tools for the Future Implementing AI in Software Testing / AI in Test Automation is an introductory-level course for attendees new to AI, Machine Learning or Deep Learning who wish to automate software testing tasks leveraging AI. The course explores the essentials of AI, ML and DL and how the integrate into IT business operations and initiatives. Then the course moves to specifics about the skills, techniques and tools used to apply AI to common software testing requirements. Exploring AI AI-Initiatives The Priority: Excellence AI- Intelligence Types The Machine Learning Types The Quality Learning Initiative The Inception in Academics AI - Importance & Applications The Re-visit Learning Re-visited via AI Teaching in the world of AI Exploring AI for Self-Development AI In Academics Beyond Academics Introduction to Machine Learning What is Machine Learning? Why Machine Learning? Examples - Algorithms behind Machine Learning Introduction to Deep Learning What is Deep Learning? Why Deep Learning? Example - Deep Learning Vs Machine Learning Introduction to Data Science What is Data Science? Why Data Science? Examples - Use Cases of Data Science Artificial Intelligence (AI) in Software Testing What is AI in Software Testing? The Role of AI Testing Why do we Need AI in Software Testing? Pros and Cons of AI in Software Testing Applications of AI in Software Testing Is it time for Testers or QA Teams to worry about AI? Automated Testing with Artificial Intelligence Implementing AI in Test Automation Training the AI Bots Challenges with AI-powered Applications Examples - Real World use cases using Artificial Intelligence Demo - Facial Emotion Detection Using Artificial Intelligence Demo - Text Analysis API Using Artificial Intelligence Demo - EYE SPY Mobile App Using Artificial Intelligence Innovative AI Test Automation Tools for the Future Tools used for Implementing AI in Automation Testing What is NEXT? AI Test Automation Demo using Testim

Duration 5 Days 30 CPD hours This course is intended for Implementers and administrators who are new to IBM Spectrum Protect data management. Overview Describe the purpose of IBM Spectrum Protect Install and configure the IBM Spectrum Protect components Use the administrative and client interfaces Discuss storage methodology options and create storage pool Customize data movement and retention policies to meet business requirements Configure the IBM Spectrum Protect database and storage pools for protection Optimize client configuration Perform backup, restore, archive and retrieve operations Organize daily tasks required to protect the IBM Spectrum Protect environment Automate and monitor client and administrative tasks and events IBM Spectrum Protect 8.1.12 is a data backup and recovery solution designed to help you manage your data retention, reduce the cost of storage, and provide appropriate recovery point objectives to meet any service level agreement. IBM Spectrum Protect offers improved efficiency and flexibility using object-based data management and policy driven retention.This five-day course will focus on implementation and basic administration of an IBM Spectrum Protect environment. The hands-on lab exercises are performed on a Windows 2016 environment. The course materials include examples of AIX and Linux commands, when different from Windows. Unit 1 Concepts and components Unit 2 Installation and configuration Unit 3 Interfaces and monitoring Unit 4 Storage pools and devices Unit 5 Policy management, data movement, and expiration Unit 6 Server database and storage pool management Unit 7 Client configuration and management Unit 8 Client data protection Unit 9 Daily operations and maintenance Unit 10 Schedules and reports Additional course details: Nexus Humans TS619G IBM Spectrum Protect version 8.1.12 Implementation and Administration 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 TS619G IBM Spectrum Protect version 8.1.12 Implementation and Administration 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.

These friendly informal sessions started in lockdown 1.0 and are a chance for some informal networking with a supportive group of lawyers, at various stages of their career from student to law firm Managing Director!

The Fintech Frontier: Why FDs Need to Know About Fintech,” the podcast where we delve into the world of financial technology There are numerous areas where fintech can make a significant impact. For example, payment processing and reconciliation can be streamlined through digital payment solutions and automated tools. Data analytics and artificial intelligence can enhance financial forecasting, risk management, and fraud detection. Blockchain technology can revolutionize supply chain finance and streamline processes involving multiple parties. By understanding the capabilities of these fintech solutions, FDs can identify areas for improvement and select the right technologies to optimise their financial operations. Additionally, fintech can greatly enhance financial reporting and analysis. Advanced data analytics tools can extract meaningful insights from vast amounts of financial data, enabling FDs to make data-driven decisions and identify trends and patterns. Automation of repetitive tasks, such as data entry and reconciliation, reduces the risk of errors and frees up valuable time for FDs to focus on strategic initiatives. The adoption of cloud-based financial management systems also provides flexibility, scalability, and real-time access to financial data, empowering FDs to make informed decisions on the go. With the rapid pace of fintech advancements, how can FDs stay up to date and navigate the evolving fintech landscape? Continuous learning and engagement with the fintech community are key. Attend industry conferences, participate in webinars and workshops, and engage with fintech startups and established players. Networking with professionals in the field, joining fintech-focused associations, and following relevant publications and blogs can help FDs stay abreast of the latest fintech developments. Embracing a mindset of curiosity and adaptability is crucial in navigating the ever-changing fintech landscape. I would also encourage FDs to foster partnerships and collaborations with fintech companies. Engage in conversations with fintech providers to understand their solutions and explore potential synergies. By forging strategic partnerships, FDs can gain access to cutting-edge technologies and co-create innovative solutions tailored to their organisation’s unique needs. As we conclude, do you have any final thoughts or advice for our FD audience regarding fintech? Embrace fintech as an opportunity, not a threat. Seek to understand its potential and how it can align with your organisation’s goals and strategies. Be open to experimentation and pilot projects to test the viability of fintech solutions. Remember that fintech is a tool to enhance and optimize financial processes, and as FDs, we have a crucial role in driving its effective implementation. https://www.fdcapital.co.uk/podcast/the-fintech-frontier-why-fds-need-to-know-about-fintech/ Tags Online Events Things To Do Online Online Conferences Online Business Conferences #event #fintech #knowledge #fds #frontier

Overview In an era of constant learning and upskilling, the demand for efficient trainers is soaring. If you're passionate about sharing your knowledge and inspiring others to achieve their potential, then our Train the Trainer Level 5 QLS Endorsed Diploma course is tailor-made for you. Whether you're a professional trainer, manager, educator, or someone with a wealth of knowledge you wish to impart, becoming an effective trainer is both a rewarding journey and a valued skill. It’s not just about conveying information, it's about motivating, engaging and making a lasting impact on your learners. You’ll delve into the science of learning, discover how to train, and master the art of delivery and feedback with our Train the Trainer Masterclass Diploma. We believe that a great trainer is also a great storyteller, and we provide you with the tools to create compelling narratives that truly resonate with your audience. Perhaps you are a trainer seeking more knowledge in your field, or you aspire to be one. If so, don't waste any more time and have a look at our Train the Trainer course to get the best training from Nextgen Learning. Train the Trainer course is the opportunity to kickstart your exciting career and solidify your comprehensive knowledge. The best way for you to learn the subject thoroughly is through this Train the Trainer course. This Train the Trainer Level 5 QLS Endorsed Diploma course holds a prestigious CPD accreditation & QLS endorsement, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This Train the Trainer course promises not just education but an evolving learning experience. Engage with this extraordinary Train the Trainer curriculum, and prepare to enrich your personal and professional development. So, if you are eager to see yourself in a gratifying career, then enrol in our Train the Trainer course today! What will make you stand out? On completion of this online Train the Trainer Level 5 QLS Endorsed Diploma course, you will gain: CPD QS Accredited After completing the Course, you will get the opportunity to order Accredited Certificate as evidence of your newly acquired abilities. Lifetime access to the whole collection of learning materials. The online test with immediate results You can study and complete the Train the Trainer course at your own pace. Study for the Train the Trainer Diploma course using any internet-connected device, such as a computer, tablet, or mobile device. ***ADDITIONAL GIFT*** Free Course: Leadership & Management Diploma - CPD Accredited Train the Trainer Course Curriculum : Module 01: Introduction and Welcome to Train the Trainer course Module 02: Make Them Feel Safe Before Class Module 03: Start with An Amazing Opener Module 04: Build Credibility and Rapport Qui Module 05: Workbook Assignment (Optional) - Train the Trainer Description The substantial Train the Trainer Diploma course is designed to help you demonstrate the preliminary to in-depth level of learning regarding this topic. Moreover, you will be provided with the most knowledgeable and informative modules for your lifetime by enrolling in this Train the Trainer Diploma course just once. Furthermore, as you proceed through the modules of this course, you will discover the fundamentals of Train the Trainer and explore the key topics. Therefore, reinforce your knowledge and furnish your skills by enrolling in our Train the Trainer course. Take one step closer to achieving your goal. Quality Licence Scheme Endorsed Certificate of Achievement: Upon successful completion of the course, you will be eligible to order QLS Endorsed Hardcopy Certificate titled ‘Diploma in Train the Trainer at QLS Level 5’. £109 GBP for addresses within the UK. Please note that delivery within the UK is free of charge. Please Note: NextGen Learning is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Who is this course for? Is This Train the Trainer Course the Right Option for You? This Train the Trainer course is recommended for anyone who is interested in learning more about this topic. You'll learn the fundamental ideas and gain a comprehensive understanding of the topic by taking this Train the Trainer course. Career path This Train the Trainer Level 5 QLS Endorsed Diploma course aims to assist you in achieving your career goals. Including the potential careers: Corporate Trainer Training Manager Personal Coach Public Speaker Online Course Instructor Learning and Development Consultant Instructional Designer

Overview In an era of constant learning and upskilling, the demand for efficient trainers is soaring. If you're passionate about sharing your knowledge and inspiring others to achieve their potential, then our Train the Trainer Level 5 QLS Endorsed Diploma course is tailor-made for you. Whether you're a professional trainer, manager, educator, or someone with a wealth of knowledge you wish to impart, becoming an effective trainer is both a rewarding journey and a valued skill. It’s not just about conveying information, it's about motivating, engaging and making a lasting impact on your learners. You’ll delve into the science of learning, discover how to train, and master the art of delivery and feedback with our Train the Trainer Masterclass Diploma. We believe that a great trainer is also a great storyteller, and we provide you with the tools to create compelling narratives that truly resonate with your audience. Perhaps you are a trainer seeking more knowledge in your field, or you aspire to be one. If so, don't waste any more time and have a look at our Train the Trainer course to get the best training from Nextgen Learning. Train the Trainer course is the opportunity to kickstart your exciting career and solidify your comprehensive knowledge. The best way for you to learn the subject thoroughly is through this Train the Trainer course. This Train the Trainer Level 5 QLS Endorsed Diploma course holds a prestigious CPD accreditation & QLS endorsement, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This Train the Trainer course promises not just education but an evolving learning experience. Engage with this extraordinary Train the Trainer curriculum, and prepare to enrich your personal and professional development. So, if you are eager to see yourself in a gratifying career, then enrol in our Train the Trainer course today! What will make you stand out? On completion of this online Train the Trainer Level 5 QLS Endorsed Diploma course, you will gain: CPD QS Accredited After completing the Course, you will get the opportunity to order Accredited Certificate as evidence of your newly acquired abilities. Lifetime access to the whole collection of learning materials. The online test with immediate results You can study and complete the Train the Trainer course at your own pace. Study for the Train the Trainer Diploma course using any internet-connected device, such as a computer, tablet, or mobile device. ***ADDITIONAL GIFT*** Free Course: Leadership & Management Diploma - CPD Accredited Train the Trainer Course Curriculum : Module 01: Introduction and Welcome to Train the Trainer course Module 02: Make Them Feel Safe Before Class Module 03: Start with An Amazing Opener Module 04: Build Credibility and Rapport Qui Module 05: Workbook Assignment (Optional) - Train the Trainer Description The substantial Train the Trainer Diploma course is designed to help you demonstrate the preliminary to in-depth level of learning regarding this topic. Moreover, you will be provided with the most knowledgeable and informative modules for your lifetime by enrolling in this Train the Trainer Diploma course just once. Furthermore, as you proceed through the modules of this course, you will discover the fundamentals of Train the Trainer and explore the key topics. Therefore, reinforce your knowledge and furnish your skills by enrolling in our Train the Trainer course. Take one step closer to achieving your goal. Quality Licence Scheme Endorsed Certificate of Achievement: Upon successful completion of the course, you will be eligible to order QLS Endorsed Hardcopy Certificate titled ‘Diploma in Train the Trainer at QLS Level 5’. £109 GBP for addresses within the UK. Please note that delivery within the UK is free of charge. Please Note: NextGen Learning is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Who is this course for? Is This Train the Trainer Course the Right Option for You? This Train the Trainer course is recommended for anyone who is interested in learning more about this topic. You'll learn the fundamental ideas and gain a comprehensive understanding of the topic by taking this Train the Trainer course. Career path This Train the Trainer Level 5 QLS Endorsed Diploma course aims to assist you in achieving your career goals. Including the potential careers: Corporate Trainer Training Manager Personal Coach Public Speaker Online Course Instructor Learning and Development Consultant Instructional Designer

Duration 2 Days 12 CPD hours This course is intended for The primary audience for this course is as follows: System engineers Technical support personnel Channel partners and resellers Overview Upon completion of this course, the learner should be able to meet the following objectives: Installing a Cisco Meeting Server in a single combined deployment Installing a Cisco Meeting Server in a single split deployment Troubleshooting tools Integrating Cisco Meeting Server with Cisco TelePresence Video Communication Server (VCS), Cisco Unified Communications Manager and Microsoft Skype for Business In this course, you will learn how to install, troubleshoot, and maintain a single server and single server split deployment of Cisco Meeting Servers This course is designed to establish a minimum level of knowledge and competency among Cisco Meeting Server resale and installation partners. The recently purchased Acano collaboration hardware and software includes video and audio-bridging technology that allows customers to connect video systems from multiple vendors across both cloud and hybrid environments. Cisco has incorporated Acano collaboration technologies into the new Meeting Server tool. Module 1: Cisco Meeting Server Single Server Solution Cisco Meeting Server Solution Reviewing Authentication and Encryption Single Server Solution Preparing for Cisco Meeting Server Installation Installing Cisco Meeting Servers Configuring the Web Admin Configuring the Call Bridge Configuring the Web Bridge Module 2: Troubleshooting Tools Seven call detail record (CDR) record types and the information contained in each Capture server configuration files (.json), crash log files, media and application .dmp files. Cisco Meeting App crash files, and Cisco Meeting App diagnostic logs Employ the built-in commands to identify Cisco Meeting Server solution issues including PKI, DNS Lookup, Ping, and Service Status Common issues for end users using the Cisco Meeting Server solution Module 3: Firewall Traversal and Unified Communications Application Integration Deploying a TURN Server Deploying Firewall and NAT Traversal Integrating with UC Platforms Additional course details: Nexus Humans Cisco Meeting Server Intermediate (COLLAB250) 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 Meeting Server Intermediate (COLLAB250) 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: Developers responsible for developing Deep Learning applications Developers who want to understand concepts behind Deep Learning and how to implement a Deep Learning solution on AWS Overview This course is designed to teach you how to: Define machine learning (ML) and deep learning Identify the concepts in a deep learning ecosystem Use Amazon SageMaker and the MXNet programming framework for deep learning workloads Fit AWS solutions for deep learning deployments In this course, you?ll learn about AWS?s deep learning solutions, including scenarios where deep learning makes sense and how deep learning works. You?ll learn how to run deep learning models on the cloud using Amazon SageMaker and the MXNet framework. You?ll also learn to deploy your deep learning models using services like AWS Lambda while designing intelligent systems on AWS. Module 1: Machine learning overview A brief history of AI, ML, and DL The business importance of ML Common challenges in ML Different types of ML problems and tasks AI on AWS Module 2: Introduction to deep learning Introduction to DL The DL concepts A summary of how to train DL models on AWS Introduction to Amazon SageMaker Hands-on lab: Spinning up an Amazon SageMaker notebook instance and running a multi-layer perceptron neural network model Module 3: Introduction to Apache MXNet The motivation for and benefits of using MXNet and Gluon Important terms and APIs used in MXNet Convolutional neural networks (CNN) architecture Hands-on lab: Training a CNN on a CIFAR-10 dataset Module 4: ML and DL architectures on AWS AWS services for deploying DL models (AWS Lambda, AWS IoT Greengrass, Amazon ECS, AWS Elastic Beanstalk) Introduction to AWS AI services that are based on DL (Amazon Polly, Amazon Lex, Amazon Rekognition) Hands-on lab: Deploying a trained model for prediction on AWS Lambda Additional course details: Nexus Humans Deep Learning on AWS 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 Deep Learning on AWS 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 aimed at developers who want to build web applications using ASP.NET Core or developers who want to make a career building web applications using Microsoft technology. In the web world, the ability to build robust web applications is key. With the knowledge about ASP.NET Core MVC (that makes use of the Model-View-Controller architecture) that you will take away from this course, you will be prepared to meet this need. In today's age, it's important for you as a developer to possess the ability to separate the programming and business logic. This course covering ASP.NET Core 2 will help you develop this skillset. Setting the Stage Introduction to Web Applications Creating ASP.NET Core application Controllers Role of the Controller in ASP.NET MVC Applications Introduction to Routing Our First Controller Implementing our own IActionResult Adding Views Adding Models Passing Data from the Controller to the View Filters Writing a Custom Filter Views The View Engine and the Razor View Engine Working with Layout Generating HTML Partial View View Components Tag Helpers Models Introduction to Models Model Binding The Entity Framework Using the Entity Framework in ASP.NET MVC applications Database Migration Validation Introduction to Validation Client-Side and Server-Side Validation Server-side Validation Client-side Validation Implementation Routing Convention-Based Routing Attribute-Based Routing Route Attribute at the Controller Level Passing Routing Values in HTTP Action Verbs in the Controller Route Constraints Rest Buy Designing Rest Buy Creating the Entities for the Application Creating EF Context and Migration Adding Features, Testing, and Deployment Adding the Registration Feature Creating a Unit Test Upgrading Our Application to Bootstrap 4 Deploying Rest Buy to Azure Additional course details: Nexus Humans Beginning ASP.NET 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 Beginning ASP.NET 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.