5118 Courses in Cardiff delivered On Demand

Overview This comprehensive course on Environment Management will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Environment Management comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Environment Management. It is available to all students, of all academic backgrounds. Requirements Our Environment Management is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 1 sections • 10 lectures • 04:13:00 total length •Module 01: Environment and Ecology: 00:20:00 •Module 02: Environmental Issues: 00:26:00 •Module 03: Environmental Planning: 00:21:00 •Module 04: Environmental Management System: 00:31:00 •Module 05: Ecosystem Management: 00:28:00 •Module 06: Environmental Law and Policy: 00:23:00 •Module 07: Improving Environmental Performance: 00:24:00 •Module 08: Environmental Management Audit: 00:37:00 •Module 09: Situational Environmental Management: 00:26:00 •Module 10: Review and Performance: 00:17:00

Overview This comprehensive course on Corporate Social Responsibility (CSR) will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Corporate Social Responsibility (CSR) comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Corporate Social Responsibility (CSR). It is available to all students, of all academic backgrounds. Requirements Our Corporate Social Responsibility (CSR) is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 6 sections • 6 lectures • 01:31:00 total length •Introduction to Corporate Social Responsibility: 00:24:00 •Stakeholders & the social contract: 00:15:00 •A Sustainable Perspective: 00:15:00 •Implementing CSR: 00:20:00 •Performance Evaluation and Performance Reporting: 00:17:00 •Optional Assignment - Corporate Social Responsibility (CSR): 00:00:00

The number of pupils, alone in the UK with Special Educational Needs (SEN) increased to 1.37million pupils in 2020, compared to the number of pupils over the last 3 years. This is why the demand for SEN courses is booming rapidly. If you are interested in learning the principles of SEN and applying them to help the pupils through their day-to-day activities in school and at home, then this course is the right choice for you. Take a step forward to give your career a boost! This SEN course emphasises an understanding of the most useful strategic approach to special education needs and the roles and responsibilities of SEN teachers. The duties of an SEN teacher are far more challenging; as a result, this course is designed to serve all the difficult phases of SEN teaching, such as behavioural and learning problems, effective classroom management, and a diverse teaching environment. After completing this SEN course, you will be able to apply your knowledge to deal with learning disorders, communicate with SEN students, and determine their learning requirements. Subsequently, you will be able to demonstrate your understanding of how to plan, organise, and execute teaching methods for special students. Besides, this SEN course prepares you for teamwork projects, inclusive schools, the practice of leadership in various contexts, and many more. Furthermore, upon accomplishment of the SEN course, you will be able to illustrate the impact of disabilities, strategies for improving the performance of pupils, how to evaluate the performance growth of the pupils, and many more. What will I learn from this Special Educational Needs (SEN) course? Demonstrate knowledge of the role, skillset and responsibilities of an SEN Teaching Assistant Provide person-centred support to children with learning disabilities Help SEN students to develop independence and achieve their full potential Plan educational activities and lessons that SEN pupils can easily engage with Communicate and interact with SEN pupils SEN, school planning and organisation Teamwork for SEN roles and functions Teaching and Learning in the inclusive School Along with this course, you will get 10 premium courses, an original hardcopy, 11 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This SEN Bundle Consists of the following Premium courses: Course 01: EYFS Teaching Course 02: Lesson Planning for Teaching Course 03: SENCO (Special Educational Needs Coordination) Course 04: Childcare Course 05: Phonics Teaching Diploma Course 06: School Administrator Course 07: Speech Therapy Course 08: Child Protection Course 09: Domestic Violence and Abuse Awareness Course 10: Play Therapy Enrol now in SEN to advance your career, and use the premium study materials from Apex Learning. The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your SEN expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn from any place in your own time without travelling for classes. Course Curriculum : Course 1: SEN Diploma Module 1: Special Education Needs (SEN): An Overview Module 2: SEN Support Module 3: High-Quality Teaching for Pupils Module 4: SEN Teaching Methodologies Module 5: Communication and Interaction Module 6: Cognition and Learning Module 7: Social, Emotional and Mental Health Difficulties Module 8: Sensory or Physical Needs Module 9: Working in Partnership And 10 more courses... Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this SEN bundle. Requirements This SEN course has been designed to be fully compatible with tablets and smartphones. Career path Enrolling on this SEN course can lead you to the following career opportunities: Preschool teacher Kindergarten and Elementary School Teacher Assistant teacher Secondary School Teacher Middle School Teacher Advisors/ Counsellor In Educational Institute Day-Care Centre Employee or Entrepreneur And many more! Certificates Certificate of completion Digital certificate - Included

️ Safety First, Always: Job Safety Analysis & Safety Awareness Training Course! 🛡️ Are you committed to fostering a culture of safety in your workplace? Enroll in our Job Safety Analysis & Safety Awareness Training Course, a comprehensive program meticulously designed to equip you with the knowledge and strategies needed to prioritize safety and prevent workplace incidents. Join us on a journey where awareness meets action, creating a workplace culture that values the well-being of every team member. 🌟 Module 1: Introduction to Job Safety Analysis and Safety Awareness Process Embark on your safety journey with Module 1, providing a comprehensive introduction to Job Safety Analysis (JSA) and the safety awareness process. Understand the fundamentals of identifying hazards, assessing risks, and laying the foundation for a proactive approach to safety. 📏 Module 2: Safety Awareness and Measure Effectiveness Master the art of safety awareness in Module 2, focusing on measures to enhance safety practices. Explore techniques for measuring the effectiveness of safety awareness programs, ensuring continuous improvement in creating a safer work environment. 🚨 Module 3: Emergency Preparedness and Safety Feedback Prepare for the unexpected with Module 3, dedicated to emergency preparedness and safety feedback. Develop the skills to respond confidently to emergencies, establish safety feedback mechanisms, and create a workplace culture that prioritizes constant improvement in safety procedures. 👷‍️ Module 4: Leadership Commitment and Building a Strong Safety Culture Enhance leadership commitment in Module 4, focusing on building a strong safety culture. Learn how to engage leadership in safety initiatives, establish a culture of accountability, and ensure that safety is woven into the fabric of daily operations. 📊 Module 5: Assessing Safety Performance and Implementing a Safety Action Plan Optimize safety performance with Module 5, where you'll focus on assessing safety performance and implementing action plans. Learn to conduct safety assessments, identify areas for improvement, and implement effective action plans to address safety concerns. 🌟 Module 6: Emergency Response and Sustaining a Safety Culture Cap off your training with Module 6, where you'll delve into emergency response and sustaining a safety culture. Explore strategies for maintaining a strong safety culture, ensuring that safety remains a top priority in the long term. 🚀 Why Choose Our Job Safety Analysis & Safety Awareness Training Course? Expert-Led Training: Learn from seasoned professionals and safety experts specializing in job safety analysis and safety awareness. Interactive Learning: Engage in practical simulations, real-world scenarios, and interactive exercises to apply theoretical knowledge. Customizable Training: Tailor the course to suit the specific needs of your industry or organization, ensuring maximum relevance. Safety-Driven Culture: Establish a workplace culture that prioritizes safety, fostering an environment where every team member is invested in well-being. Don't compromise on safety! Enroll now in the Job Safety Analysis & Safety Awareness Training Course and empower yourself with the knowledge and skills needed to lead and sustain a safety-driven culture. Your journey to a safer workplace begins here! 🌐✨🎓 Course Curriculum Module 1 Introduction to Job Safety Analysis and Safety Awareness Process Introduction to Job Safety Analysis and Safety Awareness Process 00:00 Module 2 Safety Awareness and Measure Effectiveness Safety Awareness and Measure Effectiveness 00:00 Module 3 Emergency Preparedness and Safety Feedback Emergency Preparedness and Safety Feedback 00:00 Module 4 Leadership Commitment and Building a Strong Safety Final Thoughts Leadership Commitment and Building a Strong Safety Final Thoughts 00:00 Module 5 Assessing Safety Performance and Implementing a Safety Action Plan Assessing Safety Performance and Implementing a Safety Action Plan 00:00 Module 6 Emergency Response and Sustaining a Safety Culture Emergency Response and Sustaining a Safety Culture 00:00

***24 Hour Limited Time Flash Sale*** Sales, Marketing & KYC Endorsed Training Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Are you looking forward to being the next Sales and Marketing Guru? You don't have to look further. Let us journey into the realm of success together with our comprehensive "Sales, Marketing & KYC Endorsed Training" bundle. This bundle stands as a beacon in the stormy seas of professional development, illuminating your career advancement path with the right theoretical skills. We bring you two distinct categories of courses - three that bear the prestigious stamp of Quality License Scheme (QLS) endorsement and five that are accredited by CPD-QS. A testament to our commitment towards your growth, the QLS-endorsed courses have been meticulously designed to hone your sales, marketing, and customer understanding skills. Alongside providing invaluable knowledge, we cherish the opportunity to celebrate your achievements with tangible hardcopy certificates, a testament to your newfound prowess. Yet, our efforts do not stop there. The package also includes five carefully curated CPD-QS accredited courses. These courses delve into the vital aspects of business management, analysis, and law, along with detailed learning about Lean Process, Six Sigma, and Commercial Management. Together, they create a comprehensive blueprint for your success in the world of business. Key Features of the Sales, Marketing & KYC Endorsed Training Bundle: 3 QLS-Endorsed Courses: We proudly offer 3 QLS-endorsed courses within our Sales, Marketing & KYC Endorsed Training bundle, providing you with industry-recognized qualifications. Plus, you'll receive a free hardcopy certificate for each of these courses. QLS Course 01: The Ultimate Sales Training Blueprint: How To Master Sales QLS Course 02: Know Your Customer QLS Course 03: Marketing 5 CPD QS Accredited Courses: Additionally, our bundle includes 5 relevant CPD QS accredited courses, ensuring that you stay up-to-date with the latest industry standards and practices. Course 01: Business Management Course 02: Business Analysis Course 03: Business Law Course 04: Diploma in Lean Process and Six Sigma Course 05: Commercial Management In Addition, you'll get Five Career Boosting Courses absolutely FREE with this Bundle. Course 01: Professional CV Writing Course 02: Job Search Skills Course 03: Self-Esteem & Confidence Building Course 04: Professional Diploma in Stress Management Course 05: Complete Communication Skills Master Class Convenient Online Learning: Our Sales, Marketing & KYC Endorsed Training courses are accessible online, allowing you to learn at your own pace and from the comfort of your own home. Learning Outcomes Master the art of sales and marketing to boost your professional performance. Understand the intricacies of 'Know Your Customer' regulations and their application. Gain a deep understanding of effective business management strategies. Develop skills for business analysis to make informed business decisions. Understand the essentials of business law to navigate legal challenges in the business world. Acquire knowledge about Lean Process and Six Sigma methodologies to improve organisational efficiency. Learn commercial management skills to handle business operations effectively. Unleash your potential with our "Sales, Marketing & KYC Endorsed Training" bundle. The content is a finely tuned orchestra of knowledge, where every course contributes to a symphony of success. Three of our QLS-endorsed courses cultivate your skills in sales, marketing, and understanding your customer. Each course comes with a hardcopy certificate, an emblem of your accomplishments. Our five CPD-QS accredited courses act as catalysts for your journey, covering crucial areas such as business management, analysis, business law, Lean Process, Six Sigma, and commercial management. These courses offer an enriching theoretical experience, ensuring that you stay aligned with the latest industry standards. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring individuals keen to delve into the domains of sales, marketing, and customer relations. Professionals seeking to enhance their knowledge in business management and law. Individuals interested in mastering Lean Process and Six Sigma methodologies. Those aiming to boost their commercial management skills for business operations. Career path Sales Executive: £21,000 - £30,000 Marketing Specialist: £24,000 - £35,000 Business Analyst: £37,000 - £48,000 Business Law Consultant: £45,000 - £60,000 Lean Process/Six Sigma Consultant: £50,000 - £70,000 Commercial Manager: £45,000 - £58,000 Certificates Digital certificate Digital certificate - Included Hard copy certificate Hard copy certificate - Included

Unlock the power of logistics, supply chain, and retail management with our comprehensive bundle of eight professionally developed courses. This package offers a combination of three QLS-endorsed courses, including Logistic Management, Supply Chain Management, and Retail. Expand your knowledge, refine your strategic abilities, and enhance your career prospects all from the comfort of your home. What's more, each QLS course comes with a tangible hardcopy certificate to exemplify your expertise and dedication. Further, our bundle includes five CPD QS accredited courses that are intricately tailored to provide relevant insights into Product Management, Retail Psychology, Strategic Planning and Analysis for Marketing, Visual Merchandising, and Purchasing and Procurement. This exclusive bundle has been specifically designed to give you a thorough understanding of all aspects of modern retail, logistics, and supply chain management. Our carefully curated content will offer a deep dive into theories, models, and practices that govern these domains. Don't miss out on the opportunity to fortify your knowledge and stand out in the competitive corporate arena. This Logistics, Supply Chain, and Retail Management course bundle could be the key to unlocking your professional potential! Key Features of the Logistic, Supply Chain and Retail Management Bundle: 3 QLS-Endorsed Courses: We proudly offer 3 QLS-endorsed courses within our Logistic, Supply Chain and Retail Management bundle, providing you with industry-recognized qualifications. Plus, you'll receive a free hardcopy certificate for each of these courses. QLS Course 01: Logistic Management QLS Course 02: Supply Chain Management QLS Course 03: Retail 5 CPD QS Accredited Courses: Additionally, our bundle includes 5 relevant CPD QS accredited courses, ensuring that you stay up-to-date with the latest industry standards and practices. Course 01: Product Management Course 02: Retail Psychology Course 03: Strategic Planning and Analysis for Marketing Course 04: Visual Merchandising Diploma Course 05: Purchasing and Procurement In Addition, you'll get Five Career Boosting Courses absolutely FREE with this Bundle. Course 01: Professional CV Writing Course 02: Job Search Skills Course 03: Self Esteem & Confidence Building Course 04: Professional Diploma in Stress Management Course 05: Complete Communication Skills Master Class Convenient Online Learning: Our Logistic, Supply Chain and Retail Management courses are accessible online, allowing you to learn at your own pace and from the comfort of your own home. Learning Outcomes of the Logistic, Supply Chain and Retail Management Bundle: Gain an extensive understanding of the fundamental aspects of logistics, supply chain, and retail management. Learn the vital techniques in product management and understand the dynamics of retail psychology. Acquire skills to develop strategic planning and perform effective marketing analysis. Grasp essential concepts of visual merchandising and understand its importance in retail. Understand the core principles of purchasing and procurement in supply chain management. Explore advanced theories and models in logistics and supply chain management. Enhance your proficiency in retail management and strategies to boost sales. This all-encompassing bundle in Logistic, Supply Chain, and Retail Management is designed to equip you with the strategic mindset required to excel in the competitive market. Whether you aspire to manage a retail store, supervise a logistics chain, or excel in the procurement sector, this course bundle will pave your way to success. Each course within the bundle meticulously covers the theoretical aspects of these areas, providing you with a comprehensive understanding. With three QLS-endorsed and five CPD QS accredited courses, this bundle offers a holistic approach to learning. It covers every crucial aspect - from product management and retail psychology to strategic marketing planning and visual merchandising. This in-depth knowledge would be instrumental in making informed decisions, boosting performance, and improving career prospects. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring professionals keen on gaining expertise in logistics, supply chain, and retail management. Individuals looking to enhance their skills in strategic planning, marketing analysis, and visual merchandising. Those aiming for a career change and looking for a solid foundation in the mentioned areas. Professionals already in the field, seeking to upgrade their knowledge and advance their career. Career path Logistics Manager - Average Salary: £34,000-£52,000 Supply Chain Analyst - Average Salary: £27,000-£40,000 Retail Store Manager - Average Salary: £23,000-£30,000 Product Manager - Average Salary: £35,000-£65,000 Strategic Planner - Average Salary: £37,000-£57,000 Purchasing and Procurement Officer - Average Salary: £20,000-£35,000 Certificates Digital certificate Digital certificate - Included Hard copy certificate Hard copy certificate - Included

***24 Hour Limited Time Flash Sale*** Change Management, Team Management & Leadership Skills Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Looking to empower your professional life with unparalleled leadership and management skills? We present you with the ultimate collection of 8 premium courses. Dive into a meticulously crafted bundle - "Change Management, Team Management & Leadership Skills," designed to open new career horizons and give you an edge in today's competitive world. Let's start with the crown jewels - three exclusive QLS-endorsed courses: 'Change Management', 'Team Management', and 'Inspirational Leadership Skills: Practical Motivational Leadership'. Each is a deep well of insightful knowledge, carefully curated to refine your understanding of managing change, leading teams, and inspiring those around you. The best part? With each of these, you'll receive a hardcopy certificate to attest to your acquired competencies and shine in your portfolio. In an era where change is constant, and adaptability is key, this course bundle is a potent arsenal. It offers you a comprehensive theoretical understanding to lead with confidence, manage with insight, and motivate with success. Grab this opportunity to supercharge your journey to becoming an exemplary leader. Enrol today and redefine your future. Key Features of the Change Management, Team Management & Leadership Skills Bundle: 3 QLS-Endorsed Courses: We proudly offer 3 QLS-endorsed courses within our Change Management, Team Management & Leadership Skills bundle, providing you with industry-recognized qualifications. Plus, you'll receive a free hardcopy certificate for each of these courses. QLS Course 01: Change Management QLS Course 02: Team Management QLS Course 03: Inspirational Leadership Skills: Practical Motivational Leadership 5 CPD QS Accredited Courses: Additionally, our bundle includes 5 relevant CPD QS accredited courses, ensuring that you stay up-to-date with the latest industry standards and practices. Course 01: Motivation SkillsCourse 02: Project ManagementCourse 03: Operations ManagementCourse 04: Office ManagementCourse 05: Risk Management Level 7 In Addition, you'll get Five Career Boosting Courses absolutely FREE with this Bundle. Course 01: Professional CV WritingCourse 02: Job Search SkillsCourse 03: Self Esteem & Confidence BuildingCourse 04: Professional Diploma in Stress ManagementCourse 05: Complete Communication Skills Master Class Convenient Online Learning: Our Change Management, Team Management & Leadership Skills courses are accessible online, allowing you to learn at your own pace and from the comfort of your own home. Learning Outcomes: Gain a comprehensive understanding of change management principles and techniques. Develop effective team management strategies and enhance interpersonal skills. Cultivate inspirational leadership and motivation skills to drive team success. Understand the fundamentals and advanced aspects of project and operations management. Master the art of effective office management and coordination. Learn to identify, evaluate, and manage potential risks in various project settings. Acquire recognised QLS and CPD QS qualifications that can significantly enhance your career prospects. Elevate your management prowess with our rich bundle of eight courses, combining the knowledge of change management, team management, and leadership skills. These three QLS-endorsed courses are supplemented by five CPD QS accredited courses, spanning motivation skills, project management, operations management, office management, and risk management level 7. This blend offers a comprehensive theoretical understanding, empowering you to handle complex scenarios and guide your team to success. Whether you're aspiring to become a manager or looking to sharpen your existing leadership skills, this bundle is your perfect ally. The knowledge acquired from these courses can prepare you to face diverse challenges, take effective decisions, and excel in any professional setting. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring and current managers seeking to enhance their theoretical knowledge in management and leadership. Professionals who want to earn QLS and CPD QS accredited qualifications for career advancement. Anyone who wishes to improve their team's performance and motivation levels through informed decision-making. Career path Project Manager - £25,000 to £55,000 Operations Manager - £30,000 to £65,000 Risk Management Specialist - £35,000 to £70,000 Office Manager - £25,000 to £45,000 Team Leader - £20,000 to £40,000 Certificates Digital certificate Digital certificate - Included Hard copy certificate Hard copy certificate - Included

Overview This comprehensive course on Data Science & Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with Python comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Data Science & Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with Python is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 90 lectures • 10:24:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:08:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:07:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00

Description: Today's work environment requires employees to be skilled in performing complex tasks in an efficient, cost -effective, and safe manner, training (a performance improvement tool) is needed when employees are not performing up to a certain standard or at an expected level of performance. This Training Needs Analysis Development Course will help you to gather the information, assess the data, and present your suggestions for training or non-training solutions .By taking this course you will understand the value of creating a training needs analysis, and much more. So, brush up your skills and knowledge to get a brighter career by joining this course. Learning Outcomes: Realise the worth of generating a training requirements analysis Execute the ICE system to evaluate the circumstance as well as form a training requirement analysis Promote a simple but profound training requirements analysis for the organisation or for the customer Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Training Needs Analysis Development Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Training Needs Analysis Development Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Modules Course Overview 00:15:00 A Closer Look at the Training Needs Analysis 00:30:00 Collecting Data 00:30:00 Diving Deeper Into the Data 00:30:00 Creating the Report 00:15:00 Mock Exam Mock Exam- Training Needs Analysis Development Course 00:20:00 Final Exam Final Exam- Training Needs Analysis Development Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Description: Gap analysis is a tool used by the Project Managers, Process Improvement teams and even individuals to identify the problems for process improvement. Through gap analysis, you can judge where a person or company is when compared with where that person or firm should like to be. In the Process Improvement with Gap Analysis Certificate Course, you will learn how to compare the actual performance with potential or desired performance which is the key thing of gap analysis. The course helps you to gain knowledge about Process improvement through Gap analysis so that you can define and identify goals and explore the feasible solutions and improve your process of self-improvement. Learning Outcomes: Know defining the term 'gap analysis' Recognise various kinds of gap analyses Learning to perform all phases of the gap analysis process Produce a gap analysis report Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Process Improvement with Gap Analysis Certificate Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Process Improvement with Gap Analysis Certificate Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Modules Course Overview 00:15:00 What is Gap Analysis? 00:30:00 The Gap Analysis Process 00:30:00 Supporting Tools 00:30:00 Creating a Gap Analysis Report 00:15:00 Mock Exam Mock Exam- Process Improvement with Gap Analysis Certificate Course 00:20:00 Final Exam Final Exam- Process Improvement with Gap Analysis Certificate Course 00:20:00