Hotel Management: Hotel Management This comprehensive Diploma in Hotel Management course has been designed to provide you with a thorough understanding of the hospitality industry and equip you with the skills needed to manage and operate a successful hotel. This Diploma in Hotel Management course will help you to learn about the different departments of hotel management, including reception, housekeeping, hiring and training in hotel management, catering system, marketing and advertising, and hospitality quality assurance systems. With this Diploma in Hotel Management course you will also gain an understanding of revenue management, customer service, and the importance of maintaining a positive reputation. At the end of the Diploma in Hotel Management course, you will have the knowledge and skills needed to succeed in a variety of roles within the hospitality industry, from hotel management to event planning to tourism and travel. Enrol in this Diploma in Hotel Management course now and start your journey towards a rewarding career in Hotel Management! Special Offers of this Hotel Management: Hotel Management Course This Hotel Management: Hotel Management Course includes a FREE PDF Certificate. Lifetime access to this Hotel Management Course Instant access to this Hotel Management: Hotel Management Course Get FREE Tutor Support from Monday to Friday in this Hotel Management: Hotel Management Course [ Note: A free PDF certificate will be provided as soon as completing the Hotel Management: Hotel Management course ] Hotel Management : Hotel Management Industry Experts Designed this Hotel Management course into 11 detailed modules. Course Curriculum of Hotel Management: Hotel Management Course Module 01: Hotel Management Module 02: Reception Management Module 03: Hiring and training in Hotel management Module 04: Housekeeping, and security operations management Module 05: Hospitality Staff Training and Future Development Module 06: Hospitality Quality Assurance Systems Module 07: Marketing and Advertising Module 08: Catering system Module 09: Various departments Communication Module 10: Accounting in the hospitality industry Module 11: Advance Technology and E-Hospitality Assessment Method of Diploma in Hotel Management After completing each module of the Hotel Management: Diploma in Hotel Management 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 of Diploma in Hotel Management After completing the MCQ/Assignment assessment for this Hotel Management: Diploma in Hotel Management course, you will be entitled to a Certificate of Completion from Training Tale. Who is this course for? Hotel Management : Hotel Management The online Diploma in hotel management course is intended for students who want to pursue professions in hotel management. A Diploma in hotel management course is particularly beneficial for learners who currently have a position in the hotel business and wish to advance their career in hotel management. This Hotel Management Course is suitable for students, recent grads, and job seekers. The Hotel Management course is also appropriate for anybody interested in hotel management, as well as those who are already working in this industry and want to improve their knowledge and skills. Requirements Hotel Management : Hotel Management Students who intend to enrol in this Hotel Management: Hotel Management course must meet the following requirements: Hotel Management: Good command of the English language Hotel Management: Must be vivacious and self-driven Hotel Management: Basic computer knowledge Hotel Management: A minimum of 16 years of age is required Career path Hotel Management : Hotel Management Certificates Digital Certificate Digital certificate - Included
Delving into the world of performance improvement and financial insight, this course explores three dynamic methodologies: Theory of Constraints (TOC), Throughput Accounting, and Lean Accounting. Designed to help learners understand how bottlenecks affect organisational flow and profitability, the course breaks down each concept into digestible, well-paced modules. TOC introduces the logic of constraint-based thinking, Throughput Accounting reshapes how financial outcomes are viewed, and Lean Accounting sharpens the focus on customer value without the clutter of traditional costing. Whether you're managing budgets or refining operational efficiency, this course offers clear strategies that speak the language of results. With easy-to-follow explanations and engaging visuals, it helps make sense of complex theories without drowning learners in jargon. By the end, you'll be equipped with fresh perspectives that can support smarter, quicker decision-making—without spreadsheets throwing tantrums. Learning Outcomes: Understand the fundamental concepts of Theory of Constraints, Throughput Accounting and Lean Accounting. Be able to measure business performance using Throughput Accounting. Understand Lean Accounting concepts and how to create lean performance measures. Learn how to manage by value stream and quantify the benefits of improvement activity. Be able to plan by value stream and use the tools of Lean Accounting. Apply the concepts learned to enhance business performance and profitability. This course offers a comprehensive understanding of the Theory of Constraints, Throughput Accounting and Lean Accounting. It is ideal for anyone interested in improving their business processes and financial management skills. You will learn how to measure business performance using Throughput Accounting, as well as how to create lean performance measures. Additionally, you will be introduced to the tools of Lean Accounting, and learn how to manage by value stream, quantify the benefits of improvement activity, and plan by value stream. By the end of this course, you will have a solid understanding of these essential business concepts, and be able to apply them to your organisation, enhancing its performance and profitability. How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The course is ideal for highly motivated individuals or teams who want to enhance their professional skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path You will have the opportunity to explore various job prospects in diverse industries, which offer positions and pay scales including: Operations Manager - £24,000 - £65,000 per annum Lean Six Sigma Specialist - £35,000 - £70,000 per annum Business Analyst - £25,000 - £54,000 per annum Supply Chain Manager - £29,000 - £68,000 per annum Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.
Struggling with percentages, fractions, or everyday numbers? This Functional Skills – Maths course is designed to simplify maths in a way that makes sense. Whether you're brushing up for work, exams, or personal growth, the content is tailored to help you understand maths without needing a degree in rocket science. It's direct, clear, and surprisingly enjoyable — even for those who used to "forget their calculator" on purpose. Built with adult learners in mind, this online course focuses on the maths you’re likely to need in daily life or the workplace. From calculating bills to interpreting data and solving problems logically, it’s all explained in a friendly, no-nonsense way. With a flexible online format and a tone that respects your time (and sanity), this is maths — just not the kind you dreaded in school. Learning Outcomes: Develop a deep understanding of Integers and their applications. Master the principles of BODMAS and simplification rules. Gain a comprehensive understanding of Fractions and their applications. Develop the ability to work with Decimals and Rational Numbers. Learn to use Estimation and Scientific Notation to solve complex problems. Acquire the skills needed to work with Percentages, Ratios, and Proportions. Our Functional Skills Maths Level 3 course offers an exceptional opportunity for learners to enhance their mathematical skills and knowledge. The course covers a variety of topics, including Integers, Factors and Multiples, Fractions, Decimal and Rational Numbers, and much more. Our experienced tutors will deliver engaging and interactive lessons that will help you to develop a deep understanding of each topic. Whether you're looking to improve your employment prospects, prepare for further education, or simply expand your mathematical ability, this course is the perfect fit. You will learn how to work with Percentages, Ratios, and Proportions, as well as the Unitary Method and its Applications, which will help you to solve complex problems with ease. Last but not least, you will have gained the confidence and skills to take on real-world mathematical challenges. So why wait? Enrol now and take your first step towards a brighter future! How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The course is ideal for highly motivated individuals or teams who want to enhance their professional skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path By obtaining the Functional Skills Maths Level 3, you can unlock several career avenues in finance, with potential roles and wages ranges, including: Data Analyst (£25,000 - £40,000) Accountant (£24,000 - £50,000) Financial Analyst (£24,000 - £45,000) Operations Manager (£24,000 - £60,000) Sales Analyst (£20,000 - £35,000) Business Analyst (£24,000 - £50,000) Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.
Leadership isn’t just about titles — it’s about influence, clarity, and being the kind of person others willingly follow. This course is designed to sharpen your strategic thinking, communication, and decision-making without sounding like a self-help manual. Whether you’re managing a team, leading a project, or simply aiming to raise your professional game, the tools shared here will help you steer with confidence, even when things get murky. This course brings leadership into focus with thought-provoking insights and structured approaches. You’ll gain a sharper sense of what makes leaders effective (and what doesn’t), with a few seasoned truths along the way. Expect smart content, clean delivery, and just the right dose of dry humour to keep it fresh — no fluff, no jargon, and absolutely no cape-wearing required. Learning Outcomes Identify and overcome 3 common leadership challenges. Utilise 5 recommended books to develop self-discipline. Analyse 5 successful leaders and learn from their strategies. Implement 5 tips for combating Impostor Syndrome. Utilise 6 online resources to enhance organisational skills. Apply 6 strategies for having difficult conversations. Describe the 8 key qualities of a great leader. Recognise and develop your own leadership style. Course Curriculum: Lesson 01: 3 Challenges Every Leader Must Face Lesson 02: 5 Books That Can Help You Build Self-Discipline Lesson 03: 5 Leaders to Learn From Lesson 04: 5 Tips for Fighting Impostor Syndrome Lesson 05: 6 Online Resources to Help You Get and Stay Organized Lesson 06: 6 Tips for Having Difficult Conversations Lesson 07: 8 Qualities of a Great Leader Lesson 08: How to Uncover Your Own Style of Leadership Lesson 09: How to Use Social Media in the Workplace Lesson 10: What's the Difference Between a Manager and a Leader? How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The course is ideal for highly motivated individuals or teams who want to enhance their professional skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Completing the Learn to Level Up Your Leadership course can lead to various career paths, including Team Leader/Supervisor - £20,000 - £35,000 per annum Department Manager - £35,000 - £60,000 per annum Operations Manager - £45,000 - £80,000 per annum Senior Manager/Director - £80,000 - £150,000 per annum Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.
Embark on a journey to establish a successful cleaning business in the UK with our comprehensive course. Learn start-up costs, business models, legal aspects, and client satisfaction strategies. Ideal for entrepreneurs eager to thrive in the cleaning industry.
Getting Started The CMI Level 3 Certificate in Principles of Management and Leadership is designed for practising or aspiring junior-level managers and supervisors responsible for first-level management. The CMI Level 3 Principles of Management and Leadership course enhances the skills of junior managers and supervisors in effective decision-making, communication and motivating the employees to attain maximum productivity and achieve clearly defined outcomes. The CMI Level 3 Certificate is a shorter course than the Diploma, providing you with complete professionalism to become an efficient junior manager or supervisor. This CMI Level 3 Certificate in Principles of Management and Leadership course will provide you with the key skills and competencies required to be a manager in an organisation. You'll develop various management and supervisory techniques, enabling you to manage workplace problems with maximum competence. You'll have a wide range of units to choose from, and depending on your career goals, you can select the modules that will be most effective for your progression. Key Benefits For Learners: Support and monitor goals Provide instructions around objectives Give direction and guidance Support day-to-day operations Effective project planning Providing an overview of the roles and responsibilities required for managers and developing the skills required to succeed Foundation Chartered Manager offers professional recognition and access to the tools to facilitate continuing professional development (CPD) against our Professional Standard. For Organisations: Making sure teams can meet organisational objectives Provides extensive knowledge and skills required to be a manager as part of an organisation The capability to apply learning in the context of another organisation or industry sector Key Highlights Are you a practising or aspiring manager and want to supervise or manage a team to achieve clearly defined outcomes? Then, the CMI Level 3 qualification in Principles of Management and Leadership offered by the School of Business and Technology London is the ideal starting point for your career journey. 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 CMI-approved tutors will be available around the clock in our cutting-edge learning management system. Most importantly, at the School of Business and Technology London, we will provide comprehensive tutor support through our dedicated support desk. If you choose your course with blended learning, you will also enjoy live sessions with an assigned tutor, which you can book at your convenience. Career Pathways The CMI Level 3 Principles of Management and Leadership can open many career pathways including, but not limited to: Team Leader, with an estimated average salary of £31,051 per annum Supervisor, with an estimated average salary of £34,000 per annum Shift Manager, with an estimated average salary of £36,216 per annum Project Officer, with an estimated average salary of £37,451 per annum About Awarding Body Chartered Management Institute established over 60 years ago as the British Institute of Management back then; it has developed the UK's very first diploma in management studies. In the years that followed CMI has consistently been at the forefront of all aspects of management and leadership. Today CMI is the only chartered professional awarding body committed to offering the highest standards in management and leadership excellence. Presently over 100,000 managers use its unique services daily. CMI qualifications aim for managers and leaders at any level, and it remains the only Awarding Body which can award Chartered Manager status - the ultimate management accolade. Employers highly value the qualifications awarded by CMI, and boost your career prospects. 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 10 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 CMI-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 Get Foundation Chartered Manager status upon course completion Access to CMI Management Direct. It has 100,000s of reliable and validated management and leadership resources, including company and industry reports, videos, checklists, E-books, and journals. You have access to CMI Membership and Support for the duration of your study. Assessment For each module you study, you will complete a written assignment of 2000 to 2500 words and submit it online at your MyLearnDirect learning portal. The submitted assignments will be assessed by your CMI-approved tutor. Entry Requirements This course is designed for practising or aspiring junior-level managers and supervisors. You don't need any formal qualifications to study this course. However, to be eligible for this course, you must: Be 18 years of age and over Possess the ability to complete the Level 3 course Our friendly admissions advisors will provide the best advice, considering your needs and goals. Progression There are numerous progression opportunities will be available on successful completion of a Level 3 qualification in Principles of Management and Leadership, Progression to other qualifications at the same level (e.g. from Level 3 Award to Level 3 Certificate etc.) Progression to other qualifications at the next level (e.g. from Level 3 Certificate to Level 4 or 5 Certificate) Why gain a CMI Qualification? The CMI Level 3 Certificate in Principles of Management and Leadership is aimed at practising or aspiring managers who will supervise or manage a team to achieve clearly defined outcomes. Upon completing the Certificate course in Principles of Management and Leadership, you will be awarded Foundation Chartered Manager Status. Once you complete this course, you can progress to further learning within the suite of Level 3 Qualifications in Principles of Management and Leadership - i.e. achieving a Certificate and topping up to a Diploma. You may also wish to further your ongoing personal and professional development by accessing other CMI courses, such as the CMI Level 5 in Management and Leadership, with the goal of becoming a Chartered Manager. Studying for a CMI qualification offers you more than just academic standing. When you enrol with us for the CMI Level 3 Certificate in Principles of Management and Leadership, you will have access to CMI Membership and Support for the duration of your study alongside your qualification. CMI graduates achieve remarkable things: 72% agree that their CMI qualification gave them a competitive edge in the job application process. 89% agree they use the skills learnt on their accredited qualification in their current role. 88% agree that the accredited qualification gave them good career prospects. Recent CMI graduates earn a median of 28k compared to just 21k for a typical business studies graduate. Employers highly value the qualifications awarded by CMI, and over 80% of managers agree that a CMI qualification is essential to becoming a professional manager. Learners must complete any combination of units to a minimum of 130 TUT hours, 13 credits to achieve this qualification. Learners must request before enrolment to interchange unit(s) other than the preselected units shown in the SBTL website because we need to make sure the availability of learning materials for the requested unit(s). SBTL will reject an application if the learning materials for the requested interchange unit(s) are unavailable. Learners are not allowed to make any request to interchange unit(s) once enrolment is complete. UNIT1- Principles of management and leadership Reference No : CMI 301 Credit : 7 || TQT : 70 LEARNING OUTCOME 1. Understand how organisations operate. 2. Understand the management role 3. Understand the application of management and leadership approaches. UNIT2- Developing the Knowledge, Skills and Abilities of Individuals and Teams Reference No : CMI 307 Credit : 4 || TQT : 40 LEARNING OUTCOME 1. Know the purpose of developing the knowledge, skills and abilities of individuals and teams. 2. Know different types of development opportunities available to support individuals and teams. 3. Be able to identify and select development opportunities for individuals and teams. UNIT3- Managing a Team to Achieve Results Reference No : CMI 302 Credit : 6 || TQT : 60 LEARNING OUTCOME 1. Understand the role and purpose of teams 2. Be able to recognise the characteristics of a high performing team. 3. Know how to lead, communicate with and motivate a high performing team. UNIT4- Managing Individuals to be Effective in their Role Reference No : CMI 303 Credit : 5 || TQT : 50 LEARNING OUTCOME 1. Understand an individual's work role and responsibilities 2. Know how to set objectives with individuals. 3. Know how to support individuals to perform well UNIT5- Principles of Communication in the Workplace Reference No : CMI 304 Credit : 5 || TQT : 50 LEARNING OUTCOME 1. Know the channels and types of communication used in the workplace. 2. Understand the communication cycle. 3. Be able to plan communication for a target audience. UNIT6- Managing Budgets and Resources Reference No : CMI 314 Credit : 5 || TQT : 50 LEARNING OUTCOME 1. Understand the importance of managing resources in own area of responsibility. 2. Understand the use of budgets in an organisation. 3. Understand how to manage costs within a budget. UNIT7- Managing Data and Information Reference No : CMI 318 Credit : 5 || TQT : 50 LEARNING OUTCOME 1. Understand the reasons for collecting data and information. 2. Know how to manage data and information. 3. Know how to interpret data and information and communicate findings. UNIT8- Managing Meetings Reference No : CMI 319 Credit : 4 || TQT : 40 LEARNING OUTCOME 1. Understand the purposes and types of meetings. 2. Understand how to prepare for meetings. 3. Understand how to facilitate and chair meetings. UNIT9- Managing Own Personal and Professional Development Reference No : CMI 321 Credit : 5 || TQT : 50 LEARNING OUTCOME 1. Understand the benefits of personal and professional development. 2. Know how to identify opportunities for personal and professional development. 3. Know how to create and monitor a personal and professional development plan. UNIT10- Building Stakeholder Relationships Using Effective Communication Reference No : CMI 305 Credit : 4 || TQT : 40 LEARNING OUTCOME 1. Know the purpose of building stakeholder relationships 2. Understand different channels and types of communication used to build relationships with stakeholders. 3. Know how to respond to barriers when communicating with stakeholders. UNIT11- Managing Daily Activities to Achieve Results Reference No : CMI 312 Credit : 4 || TQT : 40 LEARNING OUTCOME 1. Understand the purpose of daily work activities in the context of an organisation. 2. Understand how to prioritise and set objectives for daily work activities. 3. Know how to organise and allocate work. 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. Management Direct As part of the program, you will get access to CMI Management Direct, which provides a rich foundation of management and resource for students. The Management Direct is packed with content, including: E-Books Articles Leader videos Idea for leaders Models and so much more... 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.
Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing. Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol 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? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00
This beginner's level course on Pandas acquaints you to the data analysis fundamentals using Pandas library and working with Pandas primary data structures, Series and DataFrame. Learn all about data input using indexing and filtering, data preprocessing, and handle missing values and duplicate rows to transform your data more efficiently with the help of this hands-on course.
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REST or RESTful API design (Representational State Transfer) is designed to take advantage of existing protocols. Django REST framework is a powerful and flexible toolkit to build web APIs. Throughout the course, we will explore the most important Django Rest framework topics step-by-step. We will learn topics such as API basics, serializers, class-based views, and so on to build flexible APIs.