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Are you an HR or researching to be one? Our course will provide an overview of HRM's key concepts and principles. You will gain practical skills and knowledge, enabling you to manage and develop an organisation's workforce effectively. You will learn about HR professionals' various functions and responsibilities, and strategies for recruiting, selecting, and retaining employees. You will also gain an understanding of employment laws and regulations and how to manage employee relations and performance effectively. Human Resource Management (HRM) is a field that focuses on managing and maximising the performance and productivity of an organisation's employees. It covers various activities and responsibilities, including hiring and onboarding new employees, training and development, performance appraisal, compensation and benefits, employee relations, and compliance with employment laws and regulations. The main goal of HRM is to ensure that an organisation's workforce is aligned with its business goals and objectives. This involves identifying the skills and competencies needed to support the organisation's operations and then recruiting and retaining employees who possess those skills. HRM also develops and implements policies and procedures that support a positive and productive work environment and promote diversity, equity, and inclusion within the organisation. This Advanced Diploma in Human Resources Management at QLS Level 7 course is endorsed by The Quality Licence Scheme and accredited by CPD (with 180 CPD points) to make your skill development and career progression related to substantial and easier than ever! Overall, this course will provide a comprehensive introduction to the field of HRM and equip you with the skills and knowledge needed to succeed in a career in this dynamic and rewarding field. Why Prefer this Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPD after completing this course Get a Free Student ID card with this course! (£10 postal charges will be applicable for international delivery) Standards-aligned lesson planning Innovative and engaging course content and activities The course assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support This comprehensive course can help you achieve your career aspirations and prepare for your ideal job. It offers an extensive and immersive learning experience that you can work through at your own pace to improve your skills and knowledge. Start your learning journey today and take a step towards a brighter future with this course. Begin building the skills and knowledge you need to succeed in your desired career and make your dreams a reality. *** Course Curriculum *** Here is the curriculum breakdown of the course: Module 1: Introduction to Human Resource Module 2: An Overview of the Recruitment Industry Module 3: The UK Recruitment Legislation Module 4: The Recruitment Process Module 5: Negotiation Techniques Module 6: Key Performance Indicators for the Recruitment Industry Module 7: Employee Training & Development Process Module 8: Candidate Management Module 9: Candidate Interview Processes Module 10: Managing Meetings & Giving Feedback Module 11: Performance Appraisal Management Module 12: Employee Relations Module 13: Motivation & Counselling Module 14: Ensuring Health & Safety at the Workplace Module 15: Employer Record & Statistics Module 16: Conflict Management Module 17: Employee Termination Module 18: Organisational Skills Module 19: Communication Skills Module 20: Stress Management Module 21: Time Management Assessment Process We offer an integrated assessment framework to make the process of evaluating learners easier. You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing the Advanced Diploma in Human Resources Management at QLS Level 7 exam, you will be able to request a certificate with additional cost that has been endorsed by the Quality Licence Scheme. CPD 180 CPD hours / points Accredited by CPD Quality Standards Who is this course for? If you want to learn more about Human Resources Management, this course is for you. It will thoroughly understand the topic and help you grasp the fundamental concepts. This course is open to anyone, regardless of location or background. In addition, the course materials are accessible from anywhere in the world, so you can take advantage of this learning opportunity no matter where you are. You may want to consider enrolling in this course if you: Want to gain a deeper understanding of Human Resources Management Are already working in this field and want to learn more about it. Are you a student studying a related field Are seeking employment in the Human Resources Management industry. Requirements You will not need any prior background or expertise. All you need to take this course is - A smart device. A secure internet connection. Being over the age of 16. And a strong drive for learning and literacy. Career path This Diploma will provide you with the skills and knowledge needed to succeed in a career in the following field: Human Resources Manager (Avg. Annual Salary: £28,000 to £50,000) in the UK Human Resources Assistant (Avg. Annual Salary: £17,000 to £25,000) in the UK Human Resources Officer (Avg. Annual Salary: £15,000 to £50,000) in the UK Certificates CPD Accredited Certificate Digital certificate - £10 Advanced Diploma in Human Resources Management at QLS Level 7 Hard copy certificate - £139 After successfully completing the Advanced Diploma in Human Resources Management at QLS Level 7 course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 139 GBP inside the UK 149 GBP (including postal fees) for international delivery CPD Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)

The Level 4 Certificate gives a broad understanding of the professional and provides the skills needed to complete complex, non-routine tasks within workplace and facilities management. It's for you if you work at an operational management level or if you are aspiring to these roles and want to stretch and develop your knowledge and capability.

Business Administration Developing a thorough understanding of important advanced business administration topics and concepts can help you boost your career in various fields today. Employers continually prefer highly qualified administrative specialists over entry-level administrative personnel on a global scale. Excellent administrative skills are essential in both the corporate and public sectors to facilitate crucial operations and activities. This Business Administration course will provide you with a solid practical and theoretical foundation that will undoubtedly improve your knowledge and skills in this field. This course is for both aspiring beginners and experienced professionals who want to gain a thorough understanding of important business management topics. Now is the time to enrol in this Business Administration course, learn from the best in the field, and stand out from all other applicants and employees. Courses are included in this Business Administration Course Course 01: Level 3 Business Administration Course 02: Level 5 Diploma in Business Analysis Course 03: Level 5 Diploma in Risk Management Business Administration Detailed course curriculum of the Level 3 Business Administration Module 1: Introduction to Business Administration What is Business Administration Six Fundamentals of Business Management Types of Business & Their Ownership The Business Environment Types of Business Environment Importance of Business Environment Business Ethics Business Ethics for Executives Module 2: Principle of Business Business Market Business Innovation and Growth Financial Management Business Budgeting Sales and Marketing Module 3: Principles of Business Communication Negotiation in a Business Environment How to Develop and Deliver Presentations How to Create a Bespoke Business Document The Information System in a Business Environment Business Communication Models, Systems and Process Module 4: Principles of Administration How to Manage an Office Facility Health and Safety in a Business Environment How to Take Minutes of Meetings How to Chair, Lead and Manage Meetings How to Supervise Administration Team How to Organise Events Module 5: Understand How to Improve Business Performance The Principles of Resolving Business Problems Continuous Improvement Techniques and Processes The Principles of Change Management Module 6: Understand Equality, Diversity and Inclusion in the Workplace The Organisational Aspects of Equality, Diversity and Inclusion in the Workplace The Personal Aspects of Equality, Diversity and Inclusion in the Workplace How to Manage Performance and Conflict in the Workplace The Management of Team Performance The Management of Underperformance in the Workplace Module 7: Principles of Leadership and Management Leadership in Management Leadership Principles Leadership Styles and Models The Role, Functions and Processes of Management Performance Management Effective Decision Making Assessment Method After completing each module of the Business Administration Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification After completing the MCQ/Assignment assessment for this Business Administration course, you will be entitled to a Certificate of Completion from Training Tale. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? Business Administration This Business Administration course is highly recommended for:- Anybody in any business or office environment seeking to reach the top of the ladder. Newcomers to the job market who want to improve their prospects for initial employment. Entrepreneurs, Small business owners. Requirements Business Administration There are no specific requirements for this Business Administration course because it does not require any advanced knowledge or skills. Career path Business Administration Candidates who successfully complete this Business Administration course may choose from a wide range of careers, including:- Administrative Assistant, Administrative Director, Administrative Manager, Facility Manager, File Clerk, Financial Clerk, Client Relations Manager, Contract Administrator, Office Clerk. Certificates Certificate of completion Digital certificate - Included

People who are concerned about their health, whether they are athletes, bodybuilders, or both, are always working out hard and looking for ways to improve their performance. They need to know what foods they should eat, how much of them they should eat, and most importantly, what foods they shouldn't eat and why. This sports nutrition course is perfect for them. For an athlete, nutrition is crucial since it supplies the energy needed to complete the exercise. They are affected by what they eat in terms of strength, training, performance, and recovery. For sports nutrition, the timing of when and what a person eats throughout the day is just as essential as the sort of food they consume. This sports nutrition course will provide you with tips on how to eat well, stay healthy, and support the level of fitness you want to maintain or reach. It will also help you grasp the key nutritional areas. This sports nutrition course aims to inform participants about the basic and advanced mechanisms of nutrition that support an athlete's peak performance. Get a CPD-accredited certificate and include it on your CV to impress potential employers. Enrol today to begin your road toward enhancing your professional possibilities with the newest skills and the strength of your own passion! Key Highlights for Sports Nutrition Course: Developed by industry experts Instant e-certificate and hard copy dispatch by the next working day Interactive course with audio voice-over 24/7 Learning Assistance Lifetime access & updates without any limits Unlimited Retake Exam and premium support for life Easy Accessibility to the Course Materials- Anytime, Anywhere - From Any Smart Device (Laptop, Tablet, Smartphone etc.) 100% Learning satisfaction guarantee Covers to explore multiple job positions One-stop solution for entrepreneurs and Jobseekers Fastest growing sector Boost your salary on program completion Learn from diligent experts Expert-verified response for quality education Learning Outcomes By the end of this Sports Nutrition & Fitness course, you will be able to: Gain knowledge about micronutrients Deeper your understanding of macronutrients Learning about the digestive system Gain a better understanding of healthy dieting Understand the concept of diet & nutrition-related diseases A deeper understanding of weight control & loss management Describe the role of a nutritionist Sports Nutrition Course Curriculum: Module 01 - Introduction to Sports Nutrition Module 02 - Nutrients for Life - Macronutrients Module 03 - Nutrients for Life - Micronutrients Module 04 - The Digestive System Module 05 - Eating Disorders Module 06 - Healthy Dieting Module 07 - Diet and Nutrition Related Diseases Module 08 - Use of Nutrition in Different Illnesses/Diseases Module 09 - Nutrition Requirements from Pregnancy to Teenage Module 10 - Nutrition Requirements for Adults and Various Groups Module 11 - Weight Control Management Module 12 - Weight Loss Management Module 13 - The Role of Nutritionist Sports Nutrition Course Assessment & Certification Give a short online assessment after studying the Sports Nutrition course. You will get unlimited chances to retake the exam. After passing the assessment of this Sports Nutrition course, you can get a digital certificate for just £3.99. You can also order the hard copy certificate for just £8.99 with free shipping inside the UK. CPD 20 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Sports Nutrition Course does not require you to have any prior qualifications or experience. Athletes, bodybuilders, or both Anybody who is interested in sports nutrition. Anybody who wants to know about sports nutrition Requirements This Sports Nutrition course has no requirements. Career path After completing the Sports Nutrition Course, employment opportunities may include working as an: Nutritionists Sport and exercise psychologist Sports development officer Sports performance analyst The average salary for a private accountant can be £30,000 - £40,000 per annum for anyone residing in the UK Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited Hard Copy Certificate Hard copy certificate - £10.99

Step into the dynamic world of business management with our 'Business Development Manager' course, where your journey to corporate success begins. Picture yourself as a strategist, innovator, and leader - this course is the first step on that transformative path. From the outset, you'll dive into the essentials of business management and analysis, setting a solid foundation for your ascent. As you progress, the modules will unfold the intricacies of strategic analysis, product scope, and the art of successful business development. Imagine orchestrating business processes, driving performance to new heights, and skilfully managing both cash and credit. This course offers you the tools to do just that. Furthermore, it delves into the vital realms of risk management and recovery, ensuring you're equipped to navigate the unpredictable tides of business. As you reach the concluding modules, a comprehensive understanding of both business and employment law will arm you with the knowledge to not only succeed but excel in the field of business management. Learning Outcomes Acquire foundational skills in business management and analysis. Develop strategies for product scope and business development. Master business process and performance management. Gain proficiency in managing financial aspects and risk. Understand the legal frameworks within business and employment law. Why choose this Business Development Manager course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Business Development Manager course for? Budding business development managers. Entrepreneurs seeking structured business management knowledge. Corporate professionals aiming for career advancement. Individuals transitioning to managerial roles. Graduates focusing on a career in business management. Career path Business Development Manager - £30,000 to £55,000 Strategic Business Analyst - £35,000 to £50,000 Process Improvement Manager - £40,000 to £60,000 Financial Risk Manager - £45,000 to £70,000 Corporate Lawyer - £50,000 to £80,000 Human Resources Manager - £35,000 to £55,000 Prerequisites This Business Development Manager does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Business Development Manager was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Introduction To Business Management Introduction to Business Management 00:25:00 Module 02: Introduction To Business Analysis Introduction to Business Analysis 00:14:00 Module 03: Strategic Analysis And Product Scope Strategic Analysis and Product Scope 00:28:00 Module 04: Business Development And Succession Planning Business Development and Succession Planning 00:24:00 Module 05: Business Process Management Business Process Management 00:44:00 Module 06: Performance Management Performance Management 00:18:00 Module 07: Management Of Cash And Credit Management of Cash and Credit 00:19:00 Module 08: Managing Risk And Recovery Managing Risk and Recovery 00:26:00 Module 09: Understanding Business Law Understanding Business Law 00:20:00 Module 10: Employment Law Employment Law 00:24:00 Mock Exam Mock Exam - Business Development Manager 00:20:00 Final Exam Final Exam - Business Development Manager 00:20:00

This Level 3 Diploma in Skills for Business: Human Resources bundle helps you achieve a rewarding career in a rapidly growing profession. You can find many opportunities by utilising the knowledge to work in established organisations and help people cope with personal and professional difficulties. We offer you a complete training bundle developed and conducted by highly experienced and successful experts in the field. The Level 3 Diploma in Skills for Business: Human Resources bundle teaches you the related topics from the ground up, step by step, diving into all the core basics, exploring tons of examples and introducing you to advanced concepts. You'll get all the theory, tons of examples and demos, assignments and exercises, and essential knowledge skipped by most other resources. This Level 3 Diploma in Skills for Business: Human Resources Bundle consists of the following 20 CPD Accredited Premium courses - Course 1: HR Management Course 2: UK Employment Law Course 3: Interview and Recruitment Course 4: Recruitment and Termination Course 5: Safer Recruitment Training Course 6: Employee Performance Management Course 7: Workplace Confidentiality Course 8: General Data Protection Regulation (GDPR) Awareness Course 9: Workplace Productivity Course 10: Leadership and People Management Diploma Course 11: Change Management Course 12: Team Management Course 13: Stakeholder Management Course 14: Contract Analyst Course 15: Employee Relations Course 16: Corporate Governance Course 17: Online Meeting and Virtual Conference Course 18: Facilities Management Course 19: Motivation Course 20: Life Coaching and Career Counselling 5 Extraordinary Career Oriented courses that will assist you in reimagining your thriving techniques- Course 01 :Career Development Plan Fundamentals Course 02 :CV Writing and Job Searching Course 03 :Interview Skills: Ace the Interview Course 04 :Video Job Interview for Job Seekers Course 05 :Create a Professional LinkedIn Profile Learning Outcome of the Level 3 Diploma in Skills for Business: Human Resources bundle Be competent in the related fields Thoroughly understand the roles and responsibilities Ability to spread your knowledge to others Understand the career prospects in the related industries Stand out from the crowd with your newly acquired knowledge Tips for starting a career in this field This Human Resources Coordinator Bundle resources were created with the help of industry experts, and all subject-related information is kept updated on a regular basis to avoid learners from falling behind on the latest developments. Certification After studying the complete training you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim all courses pdf certificates and 1 hardcopy certificate for the Title Course for free. Other Hard Copy certificates need to be ordered at an additional cost of •8. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Training will be beneficial for everyone but ideal for anyone looking to start a career as Human Resources Coordinator. In addition, existing workers in the related industry can also find much helpful knowledge in the bundle. Further progress towards - NCFE Level 3 Diploma in Skills for Business: Human Resources Requirements To participate in this course, all you need is - A smart device A secure internet connection And a keen interest in Human Resources Coordinator Career path The Human Resources Coordinator Bundle will boost your CV and help you stand out from the crowd in the job market. Get noticed by employers by flexing your newly gained knowledge.

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The 'Complete Python Machine Learning & Data Science Fundamentals' course covers the foundational concepts of machine learning, data science, and Python programming. It includes hands-on exercises, data visualization, algorithm evaluation techniques, feature selection, and performance improvement using ensembles and parameter tuning. Learning Outcomes: Understand the fundamental concepts and types of machine learning, data science, and Python programming. Learn to prepare the system and environment for data analysis and machine learning tasks. Master the basics of Python, NumPy, Matplotlib, and Pandas for data manipulation and visualization. Gain insights into dataset summary statistics, data visualization techniques, and data preprocessing. Explore feature selection methods and evaluation metrics for classification and regression algorithms. Compare and select the best machine learning model using pipelines and ensembles. Learn to export, save, load machine learning models, and finalize the chosen models for real-time predictions. Why buy this Complete Python Machine Learning & Data Science Fundamentals? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Complete Python Machine Learning & Data Science Fundamentals there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Complete Python Machine Learning & Data Science Fundamentals course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Complete Python Machine Learning & Data Science Fundamentals does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Python Machine Learning & Data Science Fundamentals was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Complete Python Machine Learning & Data Science Fundamentals is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:08:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Understanding the CSV data file 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:07:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Python Machine Learning & Data Science Fundamentals 00:00:00

Overview Gain the ultimate leadership and management skills and become a qualified leader by enrolling in the advanced Complete Leadership and Management Diploma - Level 4 course. This comprehensive Complete Leadership and Management Diploma - Level 4 aims to equip you with a solid understanding of leadership and management,along with the skills, expertise and confidenceto drive your career forward. You'll learn about professional skill development essentials, time management, delegation, dealing with poor performance, defining team values and goals, project management, and many more. Throughout the course, you'll discover many reasons for being unable to achieve goals and credibility that will help your personal development. Boost your career opportunities as a leader by enrolling today! 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 Complete Leadership and Management Diploma - Level 4. It is available to all students, of all academic backgrounds. Requirements Our Complete Leadership and Management Diploma - Level 4 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 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 21 sections • 21 lectures • 08:46:00 total length •Introduction to the Course: 00:03:00 •Understanding Management and Leadership: 00:40:00 •Leadership Theories: 00:25:00 •Improving Management and Leadership Performance: 00:15:00 •High Performance Teams: 00:32:00 •Motivating Employees: 00:26:00 •Organisational Skills: 00:26:00 •Talent Management: 00:37:00 •Succession Planning: 00:24:00 •Business Process Management: 00:28:00 •Communication Skills: 00:27:00 •Negotiation Techniques: 00:15:00 •Managing Meetings and Giving Feedback: 00:21:00 •Managing Change: 00:22:00 •Time Management: 00:37:00 •Stress Management: 00:15:00 •Emotional Intelligence in Leadership: 00:32:00 •Managing Conflict: 00:14:00 •Dealing with Office Politics: 00:34:00 •Risk Management: 00:37:00 •Corporate Responsibility and Ethics: 00:16:00