7832 Mode courses in Cardiff delivered Online

Duration 3 Days 18 CPD hours This course is intended for Networking and security professionals involved in the management, configuration, administration, and monitoring of FortiGate devices used to secure their organizations' networks should attend this course. You should have a thorough understanding of all the topics covered in the FortiGate Security course before attending the FortiGate Infrastructure course. Overview After completing this course, the successful student should be able to: Deploy the appropriate operation mode for your network Use the GUI and CLI for administration Control network access to configured networks using firewall policies Apply port forwarding, source NAT, and destination NAT Authenticate users using firewall policies Understand encryption functions and certificates Inspect SSL/TLS-secured traffic to prevent encryption used to bypass security policies Configure security profiles to neutralize threats and misuse, including viruses, torrents, and inappropriate websites Apply application control techniques to monitor and control network applications that might use standard or non-standard protocols and ports Fight hacking and denial of service (DoS) Collect and interpret log entries Identify the characteristics of the Fortinet Security Fabric In this three-day course, you will learn how to use the most common FortiGate features, including security profiles. In interactive labs, you will explore firewall policies, the Fortinet Security Fabric, user authentication, and how to protect your network using security profiles, such as IPS, antivirus, web filtering, application control, and more. These administration fundamentals will provide you with a solid understanding of how to implement basic network security. Product Version FortiOS 7.2 Course Outline 1. Introduction and Initial Configuration 2. Firewall Policies 3. Network Address Translation 4. Firewall Authentication 5. Logging and Monitoring 6. Certificate Operations 7. Web Filtering 8. Application Control 9. Antivirus 10. Intrusion Prevention and Denial of Service 11. Security Fabric

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Getting Started The OTHM Level 7 Diploma in Risk Management aims to equip learners with the knowledge and skills required for effective risk management. This supports strategic decision-making and helps organisations maintain their competitive edge. This program provides a comprehensive understanding of risk management, covering financial and non-financial contexts. Learners gain risk measurement and modelling expertise through theoretical and practical training.   Key Benefits This qualification will bring you many vital benefits, such as; Evaluate the tools which can be used to review organisational strategy and risk plans Review the position of an organisation in its current market using appropriate tools Assess contemporary issues that contribute to CSR risk management systems Critically analyse the importance of conducting a Business impact analysis (BIA). Explain how leadership and management styles should change to meet the needs of different risk situations found in organisations   Key Highlights Do you wish to become a Risk Analyst? Then, the OTHM Level 7 Diploma in Management Risk offered by the School of Business and Technology London is the right solution for you. Remember! The assessment for the qualification is done based on assignments only, and you do not need to worry about writing any exam. With the School of Business and Technology London, you can complete the qualification at your own pace, choosing online or blended learning from the comfort of your home. Learning and pathway materials and study guides developed by our OTHM-approved tutors will be available around the clock in our cutting-edge learning management system. Most importantly, at the School of Business and Technology London, we will provide comprehensive tutor support through our dedicated support desk. If you choose your course with blended learning, you will also enjoy live sessions with an assigned tutor, which you can book at your convenience.   Career Pathways The OTHM Level 7 Diploma in Management Risk Practice can open many career pathways including, but not limited to: Chief risk officer; Est. Salary £223,306p.a Risk Manager; Est. Salary £78,506p.a Risk Analyst; Est. Salary £50,516p.a     About Awarding Body OTHM is an established and recognised Awarding Organisation (Certification Body) launched in 2003. OTHM has already made a mark in the UK and global online education scenario by creating and maintaining a user-friendly and skill based learning environment. OTHM has both local and international recognition which aids OTHM graduates to enhance their employability skills as well as allowing them to join degree and/or Master top-up programmes. OTHM qualifications has assembled a reputation for maintaining significant skills in a wide range of job roles and industries which comprises Business Studies, Leadership, Tourism and Hospitality Management, Health and Social Care, Information Technology, Accounting and Finance, Logistics and Supply Chain Management. Learners must request before enrolment to interchange unit(s) other than the preselected units shown in the SBTL website because we need to make sure the availability of learning materials for the requested unit(s). SBTL will reject an application if the learning materials for the requested interchange unit(s) are unavailable. Learners are not allowed to make any request to interchange unit(s) once enrolment is complete. UNIT1- Principles of Risk Management Reference No : Unit 1 - D/618/5302 Credit : 20 || TQT : 200 Hours This unit aims to develop learners' understanding of legislative frameworks that contribute to implementing risk assessment plans in organisations and teach the basics of ISO standards. UNIT2- Strategic Risk Management Reference No : Unit2 - H/618/5303 Credit : 20 || TQT : 200 Hours This unit aims to teach the learners how to achieve better performance, analyse strategy and establish a comprehensive risk management system, including a health and safety environment. UNIT3- Responsible Leadership and Governance Reference No : Unit 3 - K/618/5304 Credit : 20 || TQT : 200 Hours In this unit, learners will look at the modern organisational requirement of governance leading to evaluating good practices relating to company affairs. UNIT4- Organisational and Environmental Risk Reference No : Unit 4 -M/618/5305 Credit : 20 || TQT : 200 Hours This unit aims to help learners understand the importance of managing risks in business organisations and enable them to develop an effective risk management plan and review risk financing options. UNIT5- Risk Analysis and Modelling Reference No : Unit 5 - T/618/5306 Credit : 20 || TQT : 200 Hours This unit aims to teach learners the core concepts and tools used to build modern risk analysis models. It introduces learners to the foundations of risk analysis. UNIT6- Advanced Research Methods Reference No : Unit 6 - A/618/5307 Credit : 20 || TQT : 200 Hours This unit aims to develop learners' ability to prepare for various types of academically based management research by developing and designing a research proposal. Delivery Methods School of Business & Technology London provides various flexible delivery methods to its learners, including online learning and blended learning. Thus, learners can choose the mode of study as per their choice and convenience. The program is self-paced and accomplished through our cutting-edge Learning Management System. Learners can interact with tutors by messaging through the SBTL Support Desk Portal System to discuss the course materials, get guidance and assistance and request assessment feedbacks on assignments. We at SBTL offer outstanding support and infrastructure for both online and blended learning. We indeed pursue an innovative learning approach where traditional regular classroom-based learning is replaced by web-based learning and incredibly high support level. Learners enrolled at SBTL are allocated a dedicated tutor, whether online or blended learning, who provide learners with comprehensive guidance and support from start to finish. The significant difference between blended learning and online learning methods at SBTL is the Block Delivery of Online Live Sessions. Learners enrolled at SBTL on blended learning are offered a block delivery of online live sessions, which can be booked in advance on their convenience at additional cost. These live sessions are relevant to the learners' program of study and aim to enhance the student's comprehension of research, methodology and other essential study skills. We try to make these live sessions as communicating as possible by providing interactive activities and presentations. Resources and Support School of Business & Technology London is dedicated to offering excellent support on every step of your learning journey. School of Business & Technology London occupies a centralised tutor support desk portal. Our support team liaises with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receives a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and streamline all the support processes efficiently. Quality learning materials made by industry experts is a significant competitive edge of the School of Business & Technology London. Quality learning materials comprised of structured lecture notes, study guides, practical applications which includes real-world examples, and case studies that will enable you to apply your knowledge. Learning materials are provided in one of the three formats, such as PDF, PowerPoint, or Interactive Text Content on the learning portal. How does the Online Learning work at SBTL? We at SBTL follow a unique approach which differentiates us from other institutions. Indeed, we have taken distance education to a new phase where the support level is incredibly high.Now a days, convenience, flexibility and user-friendliness outweigh demands. Today, the transition from traditional classroom-based learning to online platforms is a significant result of these specifications. In this context, a crucial role played by online learning by leveraging the opportunities for convenience and easier access. It benefits the people who want to enhance their career, life and education in parallel streams. SBTL's simplified online learning facilitates an individual to progress towards the accomplishment of higher career growth without stress and dilemmas. How will you study online? With the School of Business & Technology London, you can study wherever you are. You finish your program with the utmost flexibility. You will be provided with comprehensive tutor support online through SBTL Support Desk portal. How will I get tutor support online? School of Business & Technology London occupies a centralised tutor support desk portal, through which our support team liaise with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receive a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and to streamline all the support process efficiently. Learners should expect to receive a response on queries like guidance and assistance within 1 - 2 working days. However, if the support request is for assessment feedback, learners will receive the reply with feedback as per the time frame outlined in the Assessment Feedback Policy.

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24-Hour Flash Sale! Prices Reduced Like Never Before!! Advanced Diploma in CNC (Computer Numerical Control) Programming for Machining Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Precision and efficiency dictate manufacturing excellence, and CNC (Computer Numerical Control) Programming has emerged as the backbone of modern machining operations. With the UK's manufacturing sector contributing £200 billion to the economy in recent times, the demand for skilled CNC programmers is on the rise. The "Advanced Diploma in CNC Programming for Machining" bundle offers a unique convergence of technical training, aiming to equip professionals with the skills required to thrive in this advanced field. This course bundle surpasses traditional CNC programming education, introducing learners to a comprehensive array of related disciplines including 3D Printing, AutoCAD and Electronic Device Protection. It talks about the core of Mechanical Engineering, Rotating Machines, and HVAC Fundamentals, supplemented by specialised courses in Electrical Machines, Power Electronics, and Engine Lubricant Systems. Robotics, and Embedded Systems courses provide a foray into automation and control. Courses Are Included in this Bundle: Course 01: Advanced Diploma in CNC (Computer Numerical Control) Programming for Machining Course 02: 3D Modelling for 3D Printing Course 03: CAD Design Training Course 04: AutoCAD VBA Programming - Beginner course Course 05: AutoCAD Programming using with Windows Forms Course 06: LEED V4 - Building Design and Construction Course 07: Read Construction & Structural Drawing Like Expert Course 08: Mechanical Engineering Course 09: Rotating Machines Course 10: Electronic Device and Circuits Protection Training Course 11: Autocad Electrical Design Course 12: HVAC Basics and Load Calculation Masterclass Course 13: Electrical Machines for Electrical Engineering Course 14: MATLAB Simulink for Electrical Power Engineering Course 15: PAT Training (Updated 2022) Course 16: Electrical Engineering DC Circuit Analysis Course 17: Power Electronics for Electrical Engineering Course 18: Electric Circuits for Electrical Engineering Course 19: Engine Lubricant System Training - Level 4 Course 20: Robotics - Sensors Course 21: Microcontroller Simulation Course 22: Embedded Systems with 8051 Microcontroller Course 23: Power Tools and How to Use Them Course 24: Supercharger Automobile Engineering Course 25: Data Center Training Essentials: Mechanical & Cooling Course 26: JavaScript Foundations Course 27: jQuery Masterclass Course: JavaScript and AJAX Coding Bible Course 28: Basic HTML 5 Course 29: CSS Fundamentals Course 30: HTML and CSS Coding: Beginner to Advanced The "Advanced Diploma in CNC Programming for Machining" is more than a course; it's a catalyst for those aspiring to lead in the fast-paced world of manufacturing and engineering. By integrating technical prowess with programming and design skills, graduates are well-prepared to tackle the challenges of the manufacturing and engineering sectors. So enrol now and get ready to contribute to the evolving landscape of global manufacturing! Learning Outcomes: Master CNC programming for advanced machining operations. Design and model 3D parts for manufacturing and 3D printing. Apply CAD design principles and AutoCAD programming in real-world projects. Understand electronic circuits and mechanical engineering fundamentals. Program microcontrollers and develop embedded systems for automation. Utilise web development skills for manufacturing and engineering applications. Why Prefer this Course? Get a Free CPD Accredited Certificate upon completion of the course Get a Free Student ID Card with this training program (£10 postal charge will be applicable for international delivery) The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Start your learning journey straight away! Course Curriculum Course 01: Advanced Diploma in CNC (Computer Numerical Control) Programming for Machining Module 1: Scope of the Course Module 2: Numerical Control of Machine Tools Module 3: CNC- Computer Numerical Control Syst Module 4: Components of CNCs Module 5: Point to Point CNC Machines Module 6: Incremental & Absolute CNC Machines Module 7: Open & Close Control Loop CNC Machines Module 8: 2 &3 Axes CNC Machines Module 9: Importance of Higher Axes Machining Module 10: Programming Format Module 11: Cartesian Coordinate System Module 12: How to Write a Program Module 13: Basic CNC Programming (Absolute Mode) Module 14: Basic CNC Programming (Incremental) Module 15: A Simple Coding Exercise Module 16: Applications of CNC Course 02: 3D Modelling for 3D Printing Module 01: Introduction to Modeling for 3D Printing Module 02: Introduction to Maya Module 03: Blocking In the Head and Torso Module 04: Creating the Arm Module 05: Creating Details on the Arm Module 06: Creating the Legs Module 07: Creating the Foot Module 08: Creating the Hand Module 09: Preparing the Model for 3D Print Module 10: STL Cleanup and Check Module 11: Final Thoughts Course 03: CAD Design Training Module 01: Introduction to CAD Design Module 02: CAD Designer Career in the United Kingdom Module 03: Basics for CAD Design: Part 1 Module 04: Basics for CAD Design: Part 2 Module 05: 2D Shape in CAD Module 06: 3D Shape in CAD Module 07: Geometry and Modelling Module 08: Assemblies in CAD Design Module 09: Extrusion and Rotations Module 10: Blending Operations in CAD Module 11: Grids and Regular Polygons Module 12: Parameters in Civil Drawings Module 13: Introduction to AutoCAD Module 14: Introduction to T-Flex CAD Module 15: Introduction to SolidWorks Module 16: Introduction to FreeCAD =========>>>>> And 27 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*30 = £390) CPD Hard Copy Certificate: Free (For The Title Course: Previously it was £29.99) CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Manufacturing engineers CNC machinists Mechanical engineers Electrical engineers Programmers Career switchers Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. CNC Programmer - £25,000 to £40,000 Mechanical Engineer - £30,000 to £50,000 Electrical Engineer - £28,000 to £45,000 Robotics Technician - £27,000 to £40,000 CAD Designer - £25,000 to £35,000 Web Developer (Manufacturing Sector) - £24,000 to £35,000 Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - Included Please note that international students have to pay an additional £10 as a shipment fee.

Duration 5 Days 30 CPD hours This course is intended for Linux Professional Institute Certification (LPIC-2) 201 training is suitable for individuals with roles of: System administrator Network administrator Technician DevOps Overview Upon successful completion of this course, students will be able to: measure hardware resource and network bandwidth, identify and troubleshoot resource problems monitor resource usage to predict future resource needs utilise kernel components that are necessary to specific hardware, hardware drivers, system resources and requirements properly configure a kernel to include or disable specific features of the Linux kernel as necessary manage and/or query a 2.6.x, 3.x or 4.x kernel and its loadable modules query and modify the behaviour of system services at various targets / run levels properly manipulate a Linux system during both the boot process and during recovery mode properly configure and navigate the standard Linux filesystem configure automount filesystems using AutoFS configure and implement software RAID configure kernel options to support various drives create and remove logical volumes, volume groups, and physical volumes use system tools to back up important system data. This course prepares students to take the 201 exam of the LPI level 2 certification. To gain LPIC-2 certification, an individual should have an active LPIC-1 certification. Capacity Planning Measure and Troubleshoot Resource Usage Predict Future Resource Needs Linux Kernel Kernel components Compiling a Linux kernel Kernel runtime management and troubleshooting System Startup Customising system startup System recovery Alternate Bootloaders Filesystem and Devices Filesystem and Devices Maintaining a Linux filesystem Creating and configuring filesystem options Advanced Storage Device Administration Configuring RAID Adjusting Storage Device Access Logical Volume Manager Networking Configuration Basic networking configuration Advanced Network Configuration Troubleshooting network issue System Maintenance Make and install programs from source Backup operations Notify users on system-related issues

Getting Started The OTHM Level 7 Diploma in Strategic Marketing aims to equip learners with the skills and knowledge required for effective marketing and branding strategies that can help organisations maintain their competitive edge. The course provides an integrated approach that combines theoretical concepts in marketing, branding, consumer behaviour, and digital communication management with practical activities. Upon completing the course, learners will have developed their strategic marketing management, branding, and consumer behaviour skills, enabling them to better implement their organisation's strategy. Key Benefits This qualification will bring you many vital benefits, such as;   Demonstrate an understanding of the practical value of these frameworks in a range of strategic business situations. Create frameworks for understanding and analysing strategic marketing processes in diverse organisational types, encountering different and changing marketing environments. Develop practical research and analytical capabilities in the market/driven strategy context, particularly in formulating value propositions in provider/customer relationships.   Key Highlights Would you like to pursue a career in marketing? Then, the OTHM Level 7 Diploma in Strategic Marketing mentoring practice offered by the School of Business and Technology London is the right solution for you. Remember! The assessment for the qualification is done based on assignments only, and you do not need to worry about writing any exam. With the School of Business and Technology London, you can complete the qualification at your own pace, choosing online or blended learning from the comfort of your home. Learning and pathway materials and study guides developed by our OTHM-approved tutors will be available around the clock in our cutting-edge learning management system. Most importantly, at the School of Business and Technology London, we will provide comprehensive tutor support through our dedicated support desk. If you choose your course with blended learning, you will also enjoy live sessions with an assigned tutor, which you can book at your convenience.   Career Pathways The OTHM Level 7 Diploma in Strategic Marketing can open many career pathways including, but not limited to: Chief Marketing Officer; Est. Salary £97659p.a Marketing Manager; Est. Salary £ 53,277p.a Marketing Coordinator; Est. Salary £ 39,109p.a About Awarding Body OTHM is an established and recognised Awarding Organisation (Certification Body) launched in 2003. OTHM has already made a mark in the UK and global online education scenario by creating and maintaining a user-friendly and skill based learning environment. OTHM has both local and international recognition which aids OTHM graduates to enhance their employability skills as well as allowing them to join degree and/or Master top-up programmes. OTHM qualifications has assembled a reputation for maintaining significant skills in a wide range of job roles and industries which comprises Business Studies, Leadership, Tourism and Hospitality Management, Health and Social Care, Information Technology, Accounting and Finance, Logistics and Supply Chain Management. Learners must request before enrolment to interchange unit(s) other than the preselected units shown in the SBTL website because we need to make sure the availability of learning materials for the requested unit(s). SBTL will reject an application if the learning materials for the requested interchange unit(s) are unavailable. Learners are not allowed to make any request to interchange unit(s) once enrolment is complete. UNIT1- Contemporary Issues and Principles of Marketing Reference No : Unit 1 - A/618/1614 Credit : 20 || TQT : 200 Hours This unit aims to teach learners to evaluate the impact of emerging marketing challenges and develop future marketing strategies using principles in different contexts. UNIT2- Consumer Behaviour & Market Communications Reference No : Unit 2 -F/618/1615 Credit : 20 || TQT : 200 Hours This unit aims to develop learners' theoretical and practical understanding of processes and factors that influence the consumer behaviour of individuals and organisations. UNIT3- Digital and Social Media Marketing Reference No : Unit 3 - J/618/1616 Credit : 20 || TQT : 200 Hours This module teaches learners a practical introduction to digital and social media technologies and how to use social media for branding and communication goals effectively. UNIT4- Contemporary Challenges and Strategic Marketing Reference No : Unit 4 - L/618/1617 Credit : 20 || TQT : 200 Hours The module provides a comprehensive examination of all the major components of marketing strategies marketing and their integration into organisations for continued success in a highly competitive market UNIT5- Strategic Brand Management Reference No : Unit 5 - R/618/1618 Credit : 20 || TQT : 200 Hours This unit aims to develop learner's understanding of the key principles that underpin managing brands and brand equity and how to do marketing from a branding perspective. UNIT6- Marketing Research Project Reference No : Unit 6 -Y/618/1619 Credit : 20 || TQT : 200 Hours This unit teaches research skills like proposal writing, literature review, data collection, questionnaire design, SPSS analysis, and qualitative data analysis. Delivery Methods School of Business & Technology London provides various flexible delivery methods to its learners, including online learning and blended learning. Thus, learners can choose the mode of study as per their choice and convenience. The program is self-paced and accomplished through our cutting-edge Learning Management System. Learners can interact with tutors by messaging through the SBTL Support Desk Portal System to discuss the course materials, get guidance and assistance and request assessment feedbacks on assignments. We at SBTL offer outstanding support and infrastructure for both online and blended learning. We indeed pursue an innovative learning approach where traditional regular classroom-based learning is replaced by web-based learning and incredibly high support level. Learners enrolled at SBTL are allocated a dedicated tutor, whether online or blended learning, who provide learners with comprehensive guidance and support from start to finish. The significant difference between blended learning and online learning methods at SBTL is the Block Delivery of Online Live Sessions. Learners enrolled at SBTL on blended learning are offered a block delivery of online live sessions, which can be booked in advance on their convenience at additional cost. These live sessions are relevant to the learners' program of study and aim to enhance the student's comprehension of research, methodology and other essential study skills. We try to make these live sessions as communicating as possible by providing interactive activities and presentations. Resources and Support School of Business & Technology London is dedicated to offering excellent support on every step of your learning journey. School of Business & Technology London occupies a centralised tutor support desk portal. Our support team liaises with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receives a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and streamline all the support processes efficiently. Quality learning materials made by industry experts is a significant competitive edge of the School of Business & Technology London. Quality learning materials comprised of structured lecture notes, study guides, practical applications which includes real-world examples, and case studies that will enable you to apply your knowledge. Learning materials are provided in one of the three formats, such as PDF, PowerPoint, or Interactive Text Content on the learning portal. How does the Online Learning work at SBTL? We at SBTL follow a unique approach which differentiates us from other institutions. Indeed, we have taken distance education to a new phase where the support level is incredibly high.Now a days, convenience, flexibility and user-friendliness outweigh demands. Today, the transition from traditional classroom-based learning to online platforms is a significant result of these specifications. In this context, a crucial role played by online learning by leveraging the opportunities for convenience and easier access. It benefits the people who want to enhance their career, life and education in parallel streams. SBTL's simplified online learning facilitates an individual to progress towards the accomplishment of higher career growth without stress and dilemmas. How will you study online? With the School of Business & Technology London, you can study wherever you are. You finish your program with the utmost flexibility. You will be provided with comprehensive tutor support online through SBTL Support Desk portal. How will I get tutor support online? School of Business & Technology London occupies a centralised tutor support desk portal, through which our support team liaise with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receive a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and to streamline all the support process efficiently. Learners should expect to receive a response on queries like guidance and assistance within 1 - 2 working days. However, if the support request is for assessment feedback, learners will receive the reply with feedback as per the time frame outlined in the Assessment Feedback Policy.

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.

Getting Started The Institute of Leadership and Management (ILM) Level 5 Diploma focuses on fundamental management principles. This course will provide the learner with the skills to contribute to developing a strategic plan, designing business processes, managing strategic change, and providing expert leadership. Intended for middle managers seeking the next step of their career, the ILM Level 5 Diploma is the most comprehensive qualification from the Institute of Leadership and Management. Upon completing the course, the learner will be able to improve their leadership performance through action learning and will become qualified in management problem-solving and leadership decision-making skills. The ILM Level 5 Diploma in Leadership and Management is suitable for employees pursuing the position of department head, project manager and middle manager. This Level 5 Qualification will help them to improve their skills and prepare them to gain senior managerial skills and responsibilities. The qualifications comprise a broad range of units covering skills in six core areas - working with people, managing yourself and personal skills, providing direction, facilitating innovation and change, achieving results, and using resources. Key Benefits The Level 5 Diploma in Leadership and Management is designed for practising middle managers, helping them to develop their skills and experience, improve performance and prepare for senior management responsibilities. The qualifications comprise a broad range of units covering skills in six core areas - working with people, managing yourself and personal skills, providing direction, facilitating innovation and change, achieving results, and using resources. The flexibility in unit choice allows the qualification to be tailored to meet the needs of the individual and employer. Benefits for individuals  Use core management techniques to drive better results Develop your ability to lead, motivate and inspire Provide strategic leadership as well as day-to-day management Benchmark your managerial skills Raise your profile in your organisation. Benefits for employers Encourage strategic thinking at this level of management to foster business improvement. Engage middle managers with training and development - these qualifications are designed to provide clear, measurable benefits to career-minded professionals. Customise these qualifications to your development needs.   About Awarding Body Institute of Leadership & Management (ILM) is a professional body that helps people worldwide improve their leadership capabilities and advance their careers. All ILM qualifications are awarded by The City and Guilds of London Institute, founded in 1878 and incorporated into the Royal Charter. ILM qualifications are regulated and approved by Ofqual, the governing body for qualifications in the UK. What is included? A dedicated tutor for individual students to help and provide suggestions throughout the course. Providing formative assessment with formative feedback will support the learner to improve their achievements. Our online learning platform will provide all of the assessment materials. Platform independent accessibility of Online learning portal, SBTL delivers the course straight to the student's smartphone, tablet, laptop or desktop, enabling them to study at their convenience. Assessment Time-constrained scenario-based assignments No examinations Entry Requirements Must be 19 years of age and over Substantial experience as a manager or supervisor Should possess provable academic ability to complete a level 5 qualification Progression Successful learners can progress to a range of qualifications including ILM Level 5 Diploma in Principles of Leadership and Management Learners must request before enrolment to interchange unit(s) other than the preselected units shown in the SBTL website because we need to make sure the availability of learning materials for the requested unit(s). SBTL will reject an application if the learning materials for the requested interchange unit(s) are unavailable. Learners are not allowed to make any request to interchange unit(s) once enrolment is complete. Structure Credit Value: Minimum 4 credits Maximum 12 credits Rules of Combination: Minimum 37 credits Choice of units from Groups 1 and 2 Maximum of 18 credits from Group 2 Unit Code Unit Title Credit Group 1 8607-506 Managing Stress and Conflict in the Organisation 3 8607-511 Managing Projects in the Organisation 4 8607-527 Partnership Working 4 8607-503 Developing Critical Thinking 4 8607-504 Managing Individual Development 5 Group 2 8607-402 Managing Equality and Diversity in Own Area 4 8607-415 Motivating People in the Workplace 2 8607-403 Managing Risk in the Workplace 3 8607-412 Managing Meetings 3 8607-417 Managing and Implementing Change in the Workplace 6 Delivery Methods School of Business & Technology London provides various flexible delivery methods to its learners, including online learning and blended learning. Thus, learners can choose the mode of study as per their choice and convenience. The program is self-paced and accomplished through our cutting-edge Learning Management System. Learners can interact with tutors by messaging through the SBTL Support Desk Portal System to discuss the course materials, get guidance and assistance and request assessment feedbacks on assignments. We at SBTL offer outstanding support and infrastructure for both online and blended learning. We indeed pursue an innovative learning approach where traditional regular classroom-based learning is replaced by web-based learning and incredibly high support level. Learners enrolled at SBTL are allocated a dedicated tutor, whether online or blended learning, who provide learners with comprehensive guidance and support from start to finish. The significant difference between blended learning and online learning methods at SBTL is the Block Delivery of Online Live Sessions. Learners enrolled at SBTL on blended learning are offered a block delivery of online live sessions, which can be booked in advance on their convenience at additional cost. These live sessions are relevant to the learners' program of study and aim to enhance the student's comprehension of research, methodology and other essential study skills. We try to make these live sessions as communicating as possible by providing interactive activities and presentations. Resources and Support School of Business & Technology London is dedicated to offering excellent support on every step of your learning journey. School of Business & Technology London occupies a centralised tutor support desk portal. Our support team liaises with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receives a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and streamline all the support processes efficiently. Quality learning materials made by industry experts is a significant competitive edge of the School of Business & Technology London. Quality learning materials comprised of structured lecture notes, study guides, practical applications which includes real-world examples, and case studies that will enable you to apply your knowledge. Learning materials are provided in one of the three formats, such as PDF, PowerPoint, or Interactive Text Content on the learning portal. How does the Online Learning work at SBTL? We at SBTL follow a unique approach which differentiates us from other institutions. Indeed, we have taken distance education to a new phase where the support level is incredibly high.Now a days, convenience, flexibility and user-friendliness outweigh demands. Today, the transition from traditional classroom-based learning to online platforms is a significant result of these specifications. In this context, a crucial role played by online learning by leveraging the opportunities for convenience and easier access. It benefits the people who want to enhance their career, life and education in parallel streams. SBTL's simplified online learning facilitates an individual to progress towards the accomplishment of higher career growth without stress and dilemmas. How will you study online? With the School of Business & Technology London, you can study wherever you are. You finish your program with the utmost flexibility. You will be provided with comprehensive tutor support online through SBTL Support Desk portal. How will I get tutor support online? School of Business & Technology London occupies a centralised tutor support desk portal, through which our support team liaise with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receive a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and to streamline all the support process efficiently. Learners should expect to receive a response on queries like guidance and assistance within 1 - 2 working days. However, if the support request is for assessment feedback, learners will receive the reply with feedback as per the time frame outlined in the Assessment Feedback Policy.

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