10238 Concept courses in Liverpool delivered Online

  Delivered in either our Live Online (4 days) or in our Classroom (5 days), the ISO/IEC 27701 Lead Implementer training course enables you to develop the necessary expertise to assist an organization to establish, implement, maintain and continually improve a Privacy Information Management System (PIMS) based on ISO/IEC 27701 by enhancing an existing ISMS based on ISO/IEC 27001 and the guidance of ISO/IEC 27002. About This Course   This training course is designed to prepare its participants implement a Privacy Information Management System (PIMS) in compliance with the requirements and guidance of the ISO/IEC 27701. Moreover, you will gain a comprehensive understanding of the best practices of privacy information management and learn how to manage and process data while complying with various data privacy regimes.   After mastering the implementation and management of a Privacy Information Management System (PIMS), you can sit for the exam and gain the "Certified ISO/IEC 27701 Lead Implementer' credential. The internationally recognized Certificate proves that you have the practical knowledge and professional capabilities to implement the ISO/IEC 27701 requirements in an organization.   Learning objectives   Master the concepts, approaches, methods and techniques used for the implementation and effective management of a PIMS. Learn about the correlation between ISO/IEC 27701, ISO/IEC 27001, ISO/IEC 27002 and other standards and regulatory frameworks. Understand the operation of a PIMS based on ISO/IEC 27701 and its principal processes. Learn how to interpret the requirements of ISO/IEC 27701 in the specific context of an organization. Develop the expertise to support an organization in effectively planning, implementing, managing, monitoring and maintaining a PIMS.   Education approach   This training course is based on both theory and best practices used in the implementation of PIMS. Lecture sessions are illustrated with examples based on case studies. Practical exercises are based on a case study which includes role playing and discussions. Practice tests are similar to the Certification Exam Prerequisites   A fundamental understanding of information security and comprehensive knowledge of the ISMS implementation principles What's Included?   Refreshments & Lunch (Classroom courses only) Course Slide Deck Official Study Guides CPD Certificate The Exam fees   Who Should Attend?   Managers and consultants involved in privacy and data management Expert advisors seeking to master the implementation of a Privacy Information Management System Individuals responsible and accountable for Personally Identifiable Information (PII) within organizations Individuals responsible for maintaining conformance with data privacy regimes requirements PIMS team members Accreditation Our Guarantee     We are an approved IECB Training Partner. You can learn wherever and whenever you want with our robust classroom and interactive online training courses. Our courses are taught by qualified practitioners with commercial experience. We strive to give our delegates the hands-on experience. Our courses are all-inclusive with no hidden extras.  The one-off cost covers the training, all course materials, and exam voucher. Our aim: To achieve a 100% first time pass rate on all our instructor-led courses. Our Promise: Pass first time or 'train' again for FREE. *FREE training and exam retake offered Assessment   The exam consists of a 12 question essay type format, to be completed within 150 minutes and achieve a pass mark of 70%. Exam results are provided within 24 hours. Provided by   This course is Accredited by NACS and Administered by the IECB.

  A CMS provides organizations a structured approach to meet all compliance obligations, i.e., requirements that they mandatorily have to comply with such as laws, regulations, court rulings, permits, licenses, as well as those that they voluntarily choose to comply with such as internal policies and procedures, codes of conduct, standards, and agreements with communities or NGOs.  About This Course   The benefits of implementing a compliance management system (CMS) based on ISO 37301 are manifold: helping the organization avoid or mitigate the costs, risks, and damage of noncompliance, ensuring the long-term sustainability of the organization, promoting trust and confidence, encouraging good governance practices, due diligence, and ethically sound business dealings, etc.  The ISO 37301 Lead Implementer training course provides the knowledge needed to establish, implement, manage, maintain, and continually improve a CMS. It aims to provide an in-depth understanding of ISO 37301 requirements, as well as the best practices and approaches used for the implementation and subsequent maintenance of the compliance management system. The training course enables you to help organizations establish processes needed to adhere to all compliance obligations and establish controls that proactively prevent noncompliance and contribute to the creation of a culture of integrity, transparency, and openness. The training course is followed by the certification exam. If you pass, you gain the 'Certified ISO 37301 Lead Implementer' credential. This credential validates your professional capabilities and competences to implement a CMS in an organization based on the requirements of ISO 37301. This training course will help you: Gain a comprehensive understanding of the concepts, approaches, methods, and techniques used for the implementation and effective management of a CMS Acknowledge the correlation between ISO 37301 and other standards and regulatory frameworks Gain the ability to interpret the requirements of ISO 37301 in the specific context of an organization Develop the necessary knowledge and expertise to support an organization in effectively planning, implementing, managing, monitoring, and maintaining a CMS Acquire the expertise to advise an organization in implementing CMS best practices Assessment     Delegates sit a combined exam, consisting of in-course quizzes and exercises, as well as a final 12 question, essay type exam on Day 4 of the course. The overall passing score is 70%, to be achieved within the 150 minute time allowance. Exam results are provided within 24 hours, with both a Certificate and a digital badge provided as proof of success.     Prerequisites   The main requirements for participating in this training course are a basic knowledge of ISO management system standards, as well as a general understanding of ISO 37301 (or ISO 19600 guidelines) and the MS implementation principles. What's Included?   Certification fees are included in the exam price. Training material of over 450 pages of information and practical examples will be provided. An attestation of course completion worth 31 CPD (Continuing Professional Development) credits will be issued to participants who have attended the training course. In case of exam failure, candidates can retake the exam once for free within 12 months following the initial exam date. Who Should Attend?   Managers, consultants, and compliance officers wishing to develop a thorough understanding of ISO 37301 requirements for a compliance management system Managers and consultants seeking a comprehensive CMS implementation framework Compliance officers responsible for practicing due diligence with regard to compliance risks Individuals wishing to contribute in maintaining organizational integrity by supporting ethical behaviour Managers and members of governance, risk management, and compliance teams Individuals aspiring to become compliance officers or compliance management consultant Accreditation Provided by   This course is Accredited by NACS and Administered by the IECB

  Many organizations seek competent auditors to determine whether their policies, procedures, and controls adhere to ISO 37301 requirements. This training course aims to help you complete these tasks successfully and intends to reflect the importance of effective CMS audits. In addition, this training course aims to strengthen your knowledge and skills to plan and carry out CMS audits based on the guidelines for auditing management systems provided in ISO 19011 and the certification process described in ISO/IEC 17021-1.  This training course can potentially qualify you to conduct audits on behalf of conformity assessment bodies. The exercises, quizzes, and case studies provided in this training course are designed to help you practice the most important aspects of a CMS audit: ISO 37301 requirements, auditing principles, tools and techniques used to obtain evidence, leading a team of auditors, conducting interviews with auditee, reviewing documented information, drafting nonconformity reports, and preparing the final audit report. After successfully completing the training course, you can sit for the exam and gain the "Certified ISO 37301 Lead Auditor' credential. This credential validates your professional capabilities and demonstrates that you have the knowledge and skills to audit a CMS based on ISO 37301. About This Course   This training course enables you to: Understand the main concepts of a compliance management system (CMS) and its processes based on ISO 37301 Acknowledge the relationship between ISO 37301 and other standards and regulatory frameworks Understand the auditor's role in planning, leading, and following up on a CMS audit in accordance with ISO 19011 Interpret the requirements of ISO 37301 in the context of a CMS audit Plan an audit, lead a team of auditors, draft nonconformity reports, and follow up on an audit Act with due professional care during an audit Course Agenda Day 1: Introduction to the compliance management system (CMS) and ISO 37301 Day 2: Audit principles and the preparation for and initiation of an audit Day 3: On-site audit activities Day 4: Closing of the audit and the Exam. Assessment     Delegates sit a combined exam, consisting of in-course quizzes and exercises, as well as a final 12 question, essay type exam on Day 4 of the course. The overall passing score is 70%, to be achieved within the 150 minute time allowance. Exam results are provided within 24 hours, with both a Certificate and a digital badge provided as proof of success.       Prerequisites   A fundamental understanding of ISO 37301 requirements (or ISO 19600 guidelines) for a CMS and a comprehensive knowledge of audit principles. What's Included?   Certification fees are included in the exam price. Training material of over 450 pages of information and practical examples. An attestation of course completion worth 31 CPD (Continuing Professional Development) credits will be issued to participants who have attended the training course. In case of exam failure, the candidate can retake the exam once for free within 12 months following the initial exam date. Who Should Attend?   The ISO 37301 Lead Auditor training course is intended for: Auditors seeking to perform and lead CMS audits Managers or consultants seeking to master the CMS audit process Individuals responsible for maintaining conformity to ISO 37301 requirements in an organization Technical experts seeking to prepare for a CMS audit Expert advisors and compliance officers Accreditation Provided by   This course is Accredited by NACS and Administered by the IECB.

  Make a difference in your organization and in your career. The CIPM designation says that you're a leader in privacy program administration and that you've got the goods to establish, maintain and manage a privacy program across all stages of its lifecycle. The CIPM is the world's first and only certification in privacy program management. When you earn a CIPM, it shows that you don't just know privacy regulations-you know how to make it work for your organization. In other words, you're the go-to person for day-to-day operations when it comes to privacy. Developed in collaboration with the law firms, Bird and Bird, Field Fisher, Wilson/Sonsini and Covington and Burling, the CIPM encompasses pan-European and national data protection laws, key privacy terminology and practical concepts concerning the determination of control measures designed to protect personal data and trans-border data flows. About This Course   Delivered in a modular format, the course covers;   Module 1: Introduction to privacy program management Identifies privacy program management responsibilities, and describes the role of accountability in privacy program management. Module 2: Privacy governance Examines considerations for developing and implementing a privacy program, including the position of the privacy function within the organization, role of the DPO, program scope and charter, privacy strategy, support and ongoing involvement of key functions and privacy frameworks. Module 3: Applicable laws and regulations Discusses the regulatory environment, common elements across jurisdictions and strategies for aligning compliance with organizational strategy. Module 4: Data assessments Relates practical processes for creating and using data inventories/maps, gap analyses, privacy assessments, privacy impact assessments/data protection impact assessments and vendor assessments. Module 5: Policies Describes common types of privacy-related policies, outlines components and offers strategies for implementation. Module 6: Data subject rights Discusses operational considerations for communicating and ensuring data subject rights, including privacy notice, choice and consent, access and rectification, data portability, and erasure and the right to be forgotten. Module 7: Training and awareness Outlines strategies for developing and implementing privacy training and awareness programs. Module 8: Protecting personal information Examines a holistic approach to protecting personal information through privacy by design. Module 9: Data breach incident plans Provides guidance on planning for and responding to a data security incident or breach. Module 10: Measuring, monitoring and auditing program performance Relates common practices for monitoring, measuring, analyzing and auditing privacy program performance   The CIPM body of knowledge outlines all the concepts and topics that you need to know to become certified. The exam blueprint gives you an idea of how many questions from each topic area you can expect on the exam.  Prerequisites   There are no prerequisites for this course but attendees would benefit from a review of the materials on the IAPP site What's Included?   Breakfast, Lunch and refreshments (Classroom based courses only)  The Official Study Guide (Privacy Programme Management - Third Edition)*  Official Exam Q&A's*  Official Practice Exam Participant Guide* 1 years membership of the IAPP  The Exam Fees * In electronic format for Live Online and hard copy for Classroom delegates   Who Should Attend?   The CIPM is ideal for IT and information security leaders responsible for developing Data Protection frameworks and applying best practice, including those in the following positions: Data Analysts Cyber Security Analysts and Managers Aspiring Data Protection Officers IT Managers  Accreditation Our Guarantee   We are an approved IAPP Training Partner. You can learn wherever and whenever you want with our robust classroom and interactive online training courses. Our courses are taught by qualified practitioners with a minimum of 25 years commercial experience. We strive to give our delegates the hands-on experience. Our courses are all-inclusive with no hidden extras.  The one-off cost covers the training, all course materials, and exam voucher. Our aim: To achieve a 100% first time pass rate on all our instructor-led courses. Our Promise: Pass first time or 'train' again for FREE. *FREE training offered for retakes - come back within a year and only pay for the exam.

  The IECB Certified Data Protection Officer training course will help you acquire the knowledge and skills to serve as a Data Protection Officer (DPO), allowing you to help organizations understand and implement solutions that meet the compliance requirements of the General Data Protection Regulation (GDPR), as well as a number of other regulatory requirements. The course takes a practical look at the GDPR requirements and advises on the mapping of solutions. In this way, delegates can master the role of the DPO and become competent to inform, advise, and monitor compliance with the GDPR and cooperate with the supervisory authority. About This Course   After attending the training course, you can sit for the exam, and gain the 'Certified Data Protection Officer' credential, which validates that you have the Legal and regulatory knowledge required of a key adviser and practical knowledge to advise organisations how to meet their obligations regarding the GDPR compliance   Learning Outcomes; Acquire a thorough understanding of the basic concepts and components of global Data Protection Regulation(s) Understand the correlation between the General Data Protection Regulation and best practice standards such as ISO 27701 Acquire a thorough understanding of the data protection by design requirements, particularly in relation to the protection of data Interpret the data protection requirements within the context of an organization Understand how to support an organization to plan, implement, manage, monitor and maintain ongoing compliance to the GDPR   Our approach  This training course is based on the practical application of best practices used in exercising the role of the DPO. Course modules include practical examples of the role of DPO. Delegates are encouraged to engage in discussions and exercises. A Case Study which brings the materials to life.   Course agenda   Day 1: Introduction to the GDPR Principles Day 2: The role of the DPO in the determination of a GDPR compliance program Day 3: The role of the DPO in business operations Day 4: Monitoring and maintenance of the GDPR compliance programme, as well as the examination   Prerequisites   A basic understanding of the GDPR will benefit course delegates.  What's Included?   Refreshments & Lunch (Classroom only) Course Slide Deck Official Study Materials CPD Certificate The Exam fees Who Should Attend?   Individuals seeking to move into the role of DPO Team members who define, implement, and maintain a GDPR compliance programme Information Security Managers responsible for the personal data protection of an enterprise and the management of its risks Members of an information security, risk management, or Data Governance team Our Guarantee   We are an approved IECB Training Partner. You can learn wherever and whenever you want with our robust classroom and interactive online training courses. Our courses are taught by qualified practitioners with commercial experience. We strive to give our delegates the hands-on experience. Our courses are all-inclusive with no hidden extras.  The one-off cost covers the training, all course materials, and exam voucher. Our aim: To achieve a 100% first time pass rate on all our instructor-led courses. Our Promise: Pass first time or 'train' again for FREE. *FREE training offered for retakes - come back within a year and train for free, with the exam retake included too. Assessment   All candidates at official training courses will be offered the opportunity to sit the associated exam. For CDPO, this constitutes a 12 question essay type exam which should be completed within 240 minutes. A passing score is achieved at 70%. Accreditation Provided by   This course is Accredited by NACS and Administered by the IECB.

  The CIPT is the first and only certification of its kind worldwide. It was launched by the IAPP in 2014 and updated in early 2023 to meet the growing need that only tech pros can fill-securing data privacy at all stages of IT product and service lifecycles.  Whether you work in the public or private sector, data privacy skills are quickly becoming a must-have-and that's a great opportunity for you.  The CIPT certification also holds accreditation under ISO 17024: 2012 About This Course   What will you learn?   Critical data protection concepts and practices that impact IT Consumer data protection expectations and responsibility How to bake privacy into early stages of IT products and services for cost control, accuracy and speed-to-market How to establish data protection practices for data collection and transfer How to pre-empt data protection issues in the Internet of Things How to factor data protection into data classification and emerging tech such as cloud computing, facial recognition and surveillance How to communicate data protection issues with partners such as management, development, marketing and legal.   This course has two programmatic modules, the first four areas focus on the fundamentals of data protection. The second module takes the fundamentals and puts it into practice.   MODULE 1: Fundamentals of Information Privacy   Unit 1: Common Principles and Approaches to Privacy This unit includes a brief discussion of the modern history of privacy, an introduction to types of information, an overview of information risk management and a summary of modern privacy principles.   Unit 2: Jurisdiction and Industries This unit introduces the major privacy models employed around the globe and provides an overview of privacy and data protection regulation by jurisdictions and industry sectors.   Unit 3: Information Security: Safeguarding Personal Information This unit presents introductions to information security, including definitions, elements, standards and threats/vulnerabilities, as well as introductions to information security management and governance, including frameworks, controls, cryptography and identity and access management (IAM).   Unit 4: Online Privacy: Using Personal Information on Websites and with Other Internet-related Technologies This unit examines the web as a platform, as well as privacy considerations for sensitive online information, including policies and notices, access, security, authentication and data collection. Additional topics include children's online privacy, email, searches, online marketing and advertising, social media, online assurance, cloud computing and mobile devices.    MODULE 2: Privacy in Technology   Unit 1: Understanding the Need for Privacy in the IT Environment This unit highlights the impact that regulatory activities, security threats, advances in technology and the increasing proliferation of social networks have on IT departments.   Unit 2: Core Privacy Concepts This unit reveals how privacy compliance becomes more attainable through developing information lifecycle plans, data identification and classification systems and data flow diagrams.   Unit 3: Regulations and Standards Impacting Privacy in IT This unit introduces privacy laws, regulations and standards that can help IT professionals design better privacy programmes and systems to handle personal information throughout the data lifecycle.   Unit 4: Privacy in Systems and Applications This unit develops an understanding of the risks inherent in the IT environment and how to address them.   Unit 5: Online Privacy Issues This unit presents information about online threats, threat prevention and the role of IT professionals in ensuring proper handling of user data.   Unit 6: De-identifying and Anonymizing Personally Identifiable Information This unit reveals the importance of personally identifiable information and methods for ensuring its protection.   Unit 7: Cloud Computing This unit evaluates privacy and security concerns associated with cloud services, and standards that exist to advise on their use. Prerequisites   There are no prerequisites for this course but attendees would benefit from a review of the materials on the IAPP site. What's Included?   1 years membership of the IAPP  Refreshments & Lunch (Classroom courses only) Participant Guide Official Study Guides Official Practice Exam Official Q&A The Exam Fees Who Should Attend?   The CIPT credential shows you've got the knowledge to build your organisation's data protection structures from the ground up. With regulators worldwide calling for tech professionals to factor data protection into their products and services, the job market for privacy-trained IT pros has never been stronger. As a result, the CIPT is targeted towards; Data Protection Officers IT Managers and Administrators Records Managers System Developers IT Security specialists Accreditation Our Guarantee   We are an approved IAPP Training Partner. You can learn wherever and whenever you want with our robust classroom and interactive online training courses. Our courses are taught by qualified practitioners with a minimum of 25 years commercial experience. We strive to give our delegates the hands-on experience. Our courses are all-inclusive with no hidden extras.  The one-off cost covers the training, all course materials, and exam voucher. Our aim: To achieve a 100% first time pass rate on all our instructor-led courses. Our Promise: Pass first time or 'train' again for FREE. *FREE training offered for retakes - come back within a year and only pay for the exam.

  Delivered in either Live Online (4 days) or in our Classroom (5 days), the ISO/IEC 27001 Lead Auditor training enables you to develop the necessary expertise to support an organization in establishing, implementing, managing and maintaining an Information Security Management System (ISMS) based on ISO 27001. During this training course, you will acquire the knowledge and skills to plan and carry out internal and external audits in compliance with ISO 19011 and ISO/IEC 17021-1 certification process. About This Course   Based on practical exercises, you will be able to master audit techniques and become competent to manage an audit program, audit team, communication with customers, and conflict resolution. After acquiring the necessary expertise to perform this audit, you can sit for the exam and gain the "ISO/IEC 27001 Lead Auditor' credential. By holding this Lead Auditor Certificate, you will demonstrate that you have the capabilities and competencies to` audit organizations based on best practices.   The training course is based on both theory and best practices used in ISMS audits Lecture sessions are illustrated with examples based on case studies Practical exercises are based on a case study which includes role playing and discussions Practice tests are similar to the Certification Exam   The course is delivered both as a Live Online or Classroom environment, as follows; Day 1: Introduction to Information Security Management Systems (ISMS) and ISO/IEC 27001 Day 2: Audit principles, preparation and launching of an audit Day 3: On-site audit activities Day 4: Closing the audit and Examination   Learning Objectives Understand the operations of an Information Security Management System based on ISO/IEC 27001 Acknowledge the correlation between ISO/IEC 27001, ISO/IEC 27002 and other standards and regulatory frameworks Understand an auditor's role to: plan, lead and follow-up on a management system audit in accordance with ISO 19011 Learn how to lead an audit and audit team Learn how to interpret the requirements of ISO/IEC 27001 in the context of an ISMS audit Acquire the competencies of an auditor to: plan an audit, lead an audit, draft reports, and follow-up on an audit in compliance with ISO 19011   The exam covers the following competency domains:   Domain 1: Fundamental principles and concepts of an Information Security Management System (ISMS) Domain 2: Information Security Management System controls and best practices based on ISO/IEC 27002 Domain 3: Planning an ISMS implementation based on ISO/IEC 27001 Domain 4: Implementing an ISMS based on ISO/IEC 27001 Domain 5: Performance evaluation, monitoring and measurement of an ISMS based on ISO/IEC 27001 Domain 6: Continual improvement of an ISMS based on ISO/IEC 27001 Domain 7: Preparing for an ISMS certification audit Prerequisites   A foundational understanding of ISO/IEC 27001 and knowledge of audit principles.    What's Included?   Refreshments & Lunch (Classroom only) Course Slide Deck Official Study Materials CPD Certificate The Exam   Who Should Attend?   Auditors seeking to perform and lead Information Security Management System (ISMS) certification audits Managers or consultants seeking to master an Information Security Management System audit process Individuals responsible for maintaining conformance with Information Security Management System requirements Technical experts seeking to prepare for an Information Security Management System audit Expert advisors in Information Security Management Our Guarantee   We are an approved IECB Training Partner for all of our courses. You can learn wherever and whenever you want with our robust classroom and interactive online training courses. Our courses are taught by qualified practitioners with commercial experience. We strive to give our delegates the hands-on experience. Our courses are all-inclusive with no hidden extras.  The one-off cost covers the training, all course materials, and exam voucher. Our aim: To achieve a 100% first time pass rate on all our instructor-led courses. Our Promise: Pass first time or 'train' again for FREE. *FREE training and exam retake offered Accreditation Assessment     Delegates sit a combined exam, consisting of in-course quizzes and exercises, as well as a final 12 question, essay type exam on Day 4 of the course. The overall passing score is 70%, to be achieved within the 240 minute time allowance. Exam results are provided within 24 hours, with both a Certificate and a digital badge provided as proof of success.   Provided by   This course is Accredited by NACS and Administered by the IECB

Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) 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 Machine Learning Essentials with Python (TTML5506-P) 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.

Who is this course for? The Garden Design Training Courses are suitable for individuals interested in learning how to plan, design, and manage outdoor spaces, including public parks, gardens, parks, and commercial landscapes. Jobs: Landscape Designer, Consultant, Garden Planner, Green Space Developer, Urban Garden Designer. Click here for more info: Website Personalized 1-on-1 sessions. Book between 9 a.m. and 7 p.m., Mon to Sat. (Book anytime and day). The 40-hour program includes AutoCAD, Sketchup, Vray, IndDesign and Photoshop. Garden Design Software Training Course Options Option A: AutoCAD, Sketchup Pro, Vray, Photoshop (Total: 40 hours) AutoCAD (10 hours): Module 1: AutoCAD Fundamentals (2 hours) - Explore the AutoCAD interface and its toolset - Master drawing creation, management, and storage - Utilize essential drawing and editing commands Module 2: Drawing and Editing Mastery (3 hours) - Achieve precision drawing with lines, circles, and arcs - Create complex shapes with polylines and polygons - Proficiently use object modification tools: Move, Copy, Rotate, and Scale Module 3: Precision and Detail (3 hours) - Implement coordinate systems for accuracy - Learn dimensioning techniques and text incorporation - Elevate designs with hatching and gradients Module 4: Advanced Design Tools (2 hours) - Harness the power of blocks and attributes - Manage layers and object properties efficiently - Craft layouts and prepare for plotting Sketchup Pro (16 hours): Specializing in Garden Planning (Planting Plans, Vegetation Layouts, and Maps) Module 1: Introduction to Sketchup Pro (2 hours) - Navigate the Sketchup Pro interface - Understand essential 2D and 3D modeling concepts - Create and manipulate garden design objects Module 2: Advanced Garden Modeling (6 hours) - Sculpt intricate garden elements with curves and surfaces - Expertly edit and transform garden geometry - Focus on Planting Plans, Vegetation Layouts, and Maps Module 3: Visualization Excellence with Vray (4 hours) - Master the Vray rendering engine for lifelike garden visuals - Apply materials and textures for realism - Set up optimal lighting and camera angles for compelling garden renders Module 4: Image Enhancement through Photoshop (10 hours) - Use Photoshop for garden design refinement - Elevate garden images from Sketchup and Vray outputs - Create visually stunning presentations for garden projects Additional Resources: Gain access to invaluable resources, including free online portfolio design assistance, career growth guidance, and mock interviews, ensuring your readiness for the competitive garden design job market. Option B: AutoCAD, Rhino, Vray, Photoshop (Total: 40 hours) AutoCAD (12 hours): Module 1: AutoCAD Introduction (2 hours) - Unveil the AutoCAD interface and its feature set - Master drawing creation, management, and storage - Proficiency in fundamental drawing and editing commands Module 2: Drawing and Editing Proficiency (3 hours) - Apply precision drawing techniques, including lines, circles, and arcs - Construct complex shapes with polylines and polygons - Skillfully use object modification commands: Move, Copy, Rotate, and Scale Module 3: Precision and Detail Mastery (3 hours) - Implement coordinate systems for precision - Explore comprehensive dimensioning methods and text integration - Enhance designs with hatching and gradients Module 4: Advanced Design Tools (4 hours) - Gain expertise in blocks and attributes for efficient design - Efficiently manage layers and object properties - Craft layouts and prepare for plotting Rhino (14 hours): Module 1: Rhino Introduction (2 hours) - Navigate within the Rhino interface - Understand essential 2D and 3D modeling concepts for garden design - Create and manipulate garden design objects Module 2: Advanced Garden Modeling (6 hours) - Craft intricate garden structures using curves and surfaces - Proficiently edit and transform garden geometry - Build complex 3D garden structures Module 3: Visualization Mastery with Vray (6 hours) - Set up optimal lighting and camera angles for garden renders - Explore rendering settings and options for high-quality outputs - Learn post-production techniques and compositing for exceptional garden visuals Module 4: Image Enhancement with Photoshop (8 hours) - Utilize Photoshop for refining garden design concepts - Enhance garden images from Rhino and Vray outputs - Create visually striking garden presentations for projects Garden Design Training Course Information When Can I Book This Training Course? - Immerse yourself in a personalized training experience with our flexible 1-on-1 training sessions. - Tailor your schedule by pre-booking a convenient hour of your choice. - Available for booking from Monday to Saturday between 9 a.m. and 7 p.m. - Alternatively, you can call 02077202581 to book over the phone. Training Duration - This comprehensive course spans 40 hours, which you can split over as many days as needed to create your ideal learning schedule. Training Method - We offer 1-on-1 training, which can be conducted either in-person Face to Face or Live Online. - Expect personalized attention, customized content, a flexible learning pace, and individualized support throughout your training. - We also provide the option of Live Online 1-on-1 sessions over Zoom for added convenience. Enroll Today - If you're ready to embark on this enriching journey, click the link below to enroll in our 1-on-1 Course. Garden Design Software Training Overview In our comprehensive garden design training program, you'll cultivate your expertise using a thoughtfully selected array of industry-leading software tools, ensuring you're well-prepared to bring your garden designs to vibrant life. Option A: - AutoCAD (10 hours): Craft precise garden layouts and plans. - SketchUp (16 hours): Specialize in garden planting plans, vegetation layouts, and maps. - Vray (4 hours): Create lifelike 3D renderings of your garden designs. - Photoshop (10 hours): Enhance garden images effectively. Option B: - AutoCAD (12 hours): Develop garden blueprints with precision. - Rhino (14 hours): Master 3D modeling for intricate garden designs. - Vray (6 hours): Craft stunning 3D visualizations of your gardens. - Photoshop (8 hours): Perfect your garden design concepts. Both options accommodate Mac and Windows operating systems, ensuring accessibility for all learners. Key Benefits Price Assurance: We are committed to delivering exceptional value for your investment in a flourishing garden design career. One-on-One Training Sessions: Tailored learning experiences designed to adapt to your unique learning style. Flexible Scheduling: Choose your preferred training time and day, with availability from Monday to Sunday, spanning from 9 am to 8 pm. Lifetime Email and Phone Support: Ongoing support continues beyond your training period, facilitating your career growth. Computer Configuration Assistance: We provide guidance to ensure a seamless software installation on your computer. Referral Benefits: Enjoy special discounts when referring a friend and substantial savings on group training courses.

PMI® Authorized PMP® Exam Preparation is a four-day course which will help delegates to build on their knowledge in every area of project and program management skill development. This certification positions learners to successfully complete the Project Management Professional (PMP)® examination.