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This highly interactive program focuses on building the business focus on value to be achieved from initiatives. The practices in this program apply equally to projects and programs. Participants will gain insight into the capabilities needed to develop the culture, processes, and tools behind validation, what true initiatives' success looks like, which can be closely linked to achieving value. They will learn and experiment with a variety of value definition and management techniques. Working in small groups, they will collaborate with others to brainstorm, share experiences, and apply concepts to the ongoing value confirmation goal. Participants will also discover the importance of designing metrics around value and addressing blind spots that could happen when the focus is on the wrong metrics and how that could lead to the wrong behaviors being practiced. Participants will also gain insights into key skills for leading and working in the future. Hands-on experimentation activities enhance the theoretical learning, grounding it in real life and giving opportunities to practice creativity in capturing value.

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

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

Our Level 4 Ski Instructor Courses in St Anton are designed to challenge you technically and push you to the edge of your comfort zone. With a strong focus on technical alpine skiing, and for those committed to completing their ski instructor qualifications. You must have completed some parts of your ISIA or equivalent qualification.

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

Getting Started The ILM Level 2 Award in Effective Mentoring Skills course is designed for individuals who are seeking to acquire comprehensive knowledge and practical skills to effectively mentor others in various settings. Whether it's within an organisation, the voluntary sector, or community groups, this course aims to equip you with the necessary expertise to support and guide others in their career development and educational pursuits. By delving into the particulars of mentoring, you will gain the insight and tools needed to make a meaningful impact within your respective spheres of influence. Key Benefits For Learners Gain a comprehensive insight into the role and nature of mentoring, including its impact on professional development and organisational success. Acquire and apply advanced mentoring skills to critically evaluate personal performance, while utilising key listening and questioning techniques to facilitate meaningful and impactful interactions. Develop a thorough understanding of how to strategically organise mentoring activities and meticulously plan and execute effective mentoring sessions that drive tangible results. Engage in reflective practices to assess personal performance, define objectives, monitor progress, and identify necessary actions for continuous improvement and success. For Organisations Enables employees to acquire the necessary skills and knowledge to become effective mentors within their respective roles. Fosters a culture of mentoring within the organisation by introducing key skills and techniques essential for successful mentoring. Key Highlights This qualification is intended for learners who wish to start a career in mentoring in an organizational context. It is also ideal for existing coaches and mentors. We will ensure your access to the first-class education needed to achieve your goals and dreams and to maximise future opportunities. 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 qualified 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 you with 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 ILM Level 2 Award in Effective Mentoring Skills course can open many career pathways including, but not limited to: Training Manager, with an estimated average salary of £30,163 per annum Academic Mentor, with an estimated average salary of £33,156 per annum Business Mentor, with an estimated average salary of £37,216 per annum 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? Learn 100% online at your own pace Dedicated support from expert tutors Dedicated Support Desk Portal: You can raise queries, request tutor support and ask for a call back whenever you need guidance and assistance. Elevate Knowledge: Your tutors will provide formative assessment feedback for each module, helping you improve your achievements throughout the program Schedule online personal tutor meetings whenever you want, which will help you get the most out of your studies and provide guidance, support and encouragement 6 months support period 24-hour access to the online learning platform 'MyLearnDirect' Schedule live online classes for each module at your convenience. (Blended learning only) Quality learning resources and study guides developed by ILM-approved tutors. All assessment materials are conveniently accessible through the online learning platform 'MyLearnDirect' Induction: We offer online and flexible learning induction to help you settle in and prepare for your online studies ILM Membership - You will receive 12 months of the Institute of Leadership & Management membership, bringing access to a wealth of resources to support your leadership development. ILM Digital credentials - Validate your skills and share achievements anywhere, anytime using Digital Credentials 25% off membership with EMCC UK for all ILM learners studying for a coaching and mentoring qualification. Assessment For each module you study, you will complete a written assignment of 1500-2000 words and submit it online at your MyLearnDirect learning portal. The submitted assignments will be assessed by your ILM-approved tutor. Entry Requirements The ILM Level 2 Award in Effective Mentoring Skills course is designed for individuals who wish to understand mentoring and develop their mentoring skills to effectively mentor others. To be eligible for this course, you must: Be 18 years of age and over Have some work experience as a mentor or related role Possess the ability to complete the Level 2 course Our friendly admissions advisors will provide the best advice, considering your needs and goals.  Why gain a ILM Qualification? The ILM Level 2 Award in Effective Mentoring Skills course is designed for individuals who wish to understand mentoring and develop their mentoring skills to effectively mentor others. The course is designed to provide in-depth knowledge and practical skills in the field of mentoring. It consists of two comprehensive modules: "Understanding Mentoring" and "Developing Mentoring Skills." These modules cover a wide range of topics including the principles of effective mentoring, communication techniques, goal setting, feedback methods, and strategies for building successful mentoring relationships. By completing the course, you will gain a thorough understanding of mentoring and develop the necessary skills to become successful mentors. Successful completion of the course could lead you to progression to a range of qualifications including: • ILM Level 3 Certificate in Effective Coaching and Mentoring • ILM Level 3 Award or Certificate in Leadership & Management ILM graduates achieve remarkable things: An impressive 70,000 people take ILM qualifications every year, with 93% of employers agreeing that their managers improved after completion. Through the collaboration with European Mentoring and Coaching Council UK (EMCC UK), both existing ILM coaching and mentoring learners and those newly qualified coaches/mentors will have access to the membership of the Council at a discounted price (25% off EMCC UK annual membership fee), plus up-to-date guidance, thought leading support via joint webinars and CPD events. An ILM level 3 learners would be an affiliate EMCC UK member. Whilst an ILM level 5 leaners would fall into the associate membership and ILM level 7 learners would either qualify for the associate or professional membership. ILM learners who successfully become an EMCC UK member will have access to their resources. ILM learners will also receive documents including competency frameworks as well as a range of free resources including access to the International Journal, free e-books, discounted publications and research papers. ILM Membership - All ILM learners receive a minimum of 12 months membership of the Institute of Leadership & Management, bringing access to a wealth of resources to support their leadership development ILM Digital credentials - Validate skills and share achievements anywhere, anytime using Digital Credentials 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- Understanding Mentoring Reference No : 8584-200 Credit : 2 || TQT : 20 LEARNING OUTCOME 1. Understand the role of the mentor and the benefits of mentoring. 2. Understand what makes a mentor effective in their role. 3. Understand how to organise mentoring. UNIT2- Developing Mentoring Skills Reference No : 8584-201 Credit : 3 || TQT : 30 LEARNING OUTCOME 1. Be able to commence mentoring sessions to develop an individual. 2. Be able to undertake 3 hours of effective mentoring. 3. Be able to review their own performance as a mentor. 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.

Prepare for the AWS Certified Solutions Architect - Associate (SAA-C03) exam. Learn about the AWS Management Console, S3 buckets, instances, database services, cloud security, costs associated with AWS, Amazon Elastic Compute Cloud (EC2), Amazon Virtual Private Cloud (VPC), Amazon Simple Storage Service (S3), and Amazon Elastic Block Store (EBS).

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

Prepare for a dynamic career in human resource administration as you immerse yourself in our comprehensive training program.