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Do you want to prepare for your dream job but strive hard to find the right courses? Then, stop worrying, for our strategically modified SQL, Python and Machine Learning bundle will keep you up to date with the relevant knowledge and most recent matters of this emerging field. So, invest your money and effort in our 37 course mega bundle that will exceed your expectations within your budget. The SQL, Python and Machine Learning related fields are thriving across the UK, and recruiters are hiring the most knowledgeable and proficient candidates. It's a demanding field with magnitudes of lucrative choices. If you need more guidance to specialise in this area and need help knowing where to start, then StudyHub proposes a preparatory bundle. This comprehensive SQL, Python and Machine Learning bundle will help you build a solid foundation to become a proficient worker in the sector. This SQL, Python and Machine Learning Bundle consists of the following 30 CPD Accredited Premium courses - Course 01 : IT Support Technician Course 02 : Network Security and Risk Management Course 03 : CompTIA Network Course 04 : Information Management Course 05 : Web Application Penetration Testing Course Course 06 : CompTIA Cloud+ (CV0-002) Course 07 : SQL Server 101 : Microsoft SQL Server for Absolute Beginners Course 08 : Ruby on Rails Web Application Framework Course 09 : U&P AI - Natural Language Processing (NLP) with Python Course 10 : Typescript Course 11 : Learn Spring & Angular Material with a Full Web Application Course 12 : ASP.Net MVC and Entity Framework Course Course 13 : Learn Ethical Hacking with Kali Linux Course 14 : Computer Operating System and Troubleshooting Course 15 : Building Your Own Computer Course Course 16 : It: Ethical Hacking, IT Security and IT Cyber Attacking Course 17 : SQL Database Administrator Course 18 : MS Word Essentials - The Complete Word Course - Level 3 Course 19 : Data Protection (GDPR) Practitioner Course 20 : Website Hacking From Scratch Course 21 : Diploma in Front-End Web Development (HTML, CSS, & Bootstrap) Course 22 : Data Science and Visualisation with Machine Learning Course 23 : SQL For Data Analytics & Database Development Course 24 : PLC Programming Diploma Course 25: Cisco ASA Firewall Training Course Course 26: Create Your First Responsive Website Course 27: C# (C-Sharp) Course 28: Web Design (HTML, CSS, Bootstrap) Complete Course Course 29: Python Course Course 30: JavaScript 7 Extraordinary Career Oriented courses that will assist you in reimagining your thriving techniques- Course 1: Career Development Plan Fundamentals Course 2: CV Writing and Job Searching Course 3: Interview Skills: Ace the Interview Course 4: Video Job Interview for Job Seekers Course 5: Create a Professional LinkedIn Profile Course 6: Business English Perfection Course Course 7: Networking Skills for Personal Success Learning Outcome This tailor-made SQL, Python and Machine Learning bundle will allow you to- Uncover your skills and aptitudes to break new ground in the related fields Deep dive into the fundamental knowledge Acquire some hard and soft skills in this area Gain some transferable skills to elevate your performance Maintain good report with your clients and staff Gain necessary office skills and be tech savvy utilising relevant software Keep records of your work and make a report Know the regulations around this area Reinforce your career with specific knowledge of this field Know your legal and ethical responsibility as a professional in the related field This SQL, Python and Machine Learning 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 assessment. After successfully passing the assessment you will be able to claim all courses pdf certificates and 1 hardcopy certificate for the Title Course completely free. Other Hard Copy certificates need to be ordered at an additional cost of •8. CPD 370 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Ambitious learners who want to strengthen their CV for their desired job should take advantage of the SQL, Python and Machine Learning bundle! This bundle is also ideal for professionals looking for career advancement. Computer Hacking Forensic Investigator (CHFI) Requirements To participate in this course, all you need is - A smart device A secure internet connection And a keen interest in SQL, Python and Machine Learning Career path Upon completing this essential Bundle, you will discover a new world of endless possibilities. These courses will help you to get a cut above the rest and allow you to be more efficient in the relevant fields.

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Cognitive Behavioural Therapy Intellectual Behavioral Therapy (CBT) has arisen as quite possibly the best medicines for a wide scope of mental issues. By assisting a customer with seeing how their considerations, sentiments and practices communicate to keep up broken examples of reasoning, CBT helps them in building up a more valuable way to deal with critical thinking and life by and large. This course gives a complete outline of the hypothesis hidden CBT, the guiding abilities that support great remedial practice and how to execute explicit CBT strategies in the treatment of wretchedness, tension and other regular emotional wellness issues. You Will Learn: What is implied by the term 'intellectual conduct treatment' (CBT) and the hidden rules that control CBT experts. How directing attempts to advance change and the essential advising abilities each specialist needs to create. Instructions to create listening abilities that advance customer divulgence and how to convey sympathy. Step by step instructions to assist customers with recognizing their silly convictions and how the ABC model is utilized to control CBT. Instructions to form a case and plan CBT meetings. Step by step instructions to choose and carry out CBT apparatuses, for example, journaling, conduct analyzes and testing maladaptive musings. The most effective method to utilize CBT procedures to assist somebody with defeating melancholy and resume commitment with everyday life. The most effective method to utilize CBT strategies to lessen the effect of a customer's tension, defeat alarm assaults and overcome fears. How musings, emotions and practices cause and look after sleep deprivation, and how CBT can help a customer continue an ordinary resting design. An outline of two treatments dependent on CBT - Dialectical Behavioral Therapy (DBT) and Solution-Focused Therapy (SFT) - and the customer populaces well on the way to profit by them. Advantages Of Taking This Course You will figure out how CBT and psychotherapy in everyday work to reduce mental pain. You will acquire understanding into various basic emotional well-being conditions, which is valuable for anybody working in, or hoping to work in, a mindful calling. You will find how broken perception and maladaptive practices keep up mental misery, which will empower you to help yourself as well as other people receive more viable adapting techniques. Your insight will give you the certainty to choose whether a profession as a CBT specialist is appropriate for you. You can concentrate from any area with a web association. Get familiar with the material whenever and at your own speed. Lifetime admittance to the course - no cutoff times. Acquire a perceived certificate while finishing the course, which will improve your vocation possibilities.

Description Register on the Deep Learning Neural Network with R today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a certificate as proof of your course completion. The Deep Learning Neural Network with R course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablets, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With This Course Receive a digital certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment You need to attend an assessment right after the completion of this course to evaluate your progression. For passing the assessment, you need to score at least 60%. After submitting your assessment, you will get feedback from our experts immediately. Who Is This Course For The course is ideal for those who already work in this sector or are aspiring professionals. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge.   Course Content Section 01: Single Layer Neural Networks Project - Agriculture (Part - 1) Reviewing Dataset 00:14:00 Creating Dataframes 00:09:00 Generating Output 00:12:00 Section 02: Single Layer Neural Networks Project - Agriculture (Part - 2) Running Neural Network Code 00:11:00 Importing Dataset 00:09:00 Neural Network Plots for Hidden Layer 1 00:08:00 Section 03: Multi-Layer Neural Networks Project - Deaths In Wars (Part - 1) Syntax and Commands for MLP 00:11:00 Running the Code 00:08:00 Testing for Dataframes 00:13:00 Predict Results 00:08:00 Section 04: Multi-Layer Neural Networks Project - Deaths In Wars (Part - 2) Creating R Folder 00:14:00 Generating Output Plot 00:12:00 Testing and Predicting the Outputs 00:16:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Register on the Statistics Essentials today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion. The Statistics Essentials is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Statistics Essentials Receive an e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Who Is This Course For The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements The online training is open to all students and has no formal entry requirements. To study the Statistics Essentials, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Module 01: Introduction to Statistics Introduction to Statistics 00:15:00 Module 02: Measuring Central Tendency Measuring Central Tendency 00:18:00 Module 03: Measures of Dispersion Measures of Dispersion 00:15:00 Module 04: Correlation and Regression Analysis Correlation and Regression Analysis 00:14:00 Module 05: Probability Probability 00:20:00 Module 06: Sampling Sampling 00:22:00 Module 07: Charts and Graphs Charts and Graphs 00:12:00 Module 08: Hypothesis Testing Hypothesis Testing 00:16:00 Module 09: Ten Common Statistical Mistakes Ten Common Statistical Mistakes 00:25:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Register on the Statistics today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion. The Statistics is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Statistics Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Statistics, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Module 01: Introduction to Statistics Introduction to Statistics 00:20:00 Module 02: Measuring Central Tendency Measuring Central Tendency 00:20:00 Module 03: Measures of Dispersion Measures of Dispersion 00:13:00 Module 04: Correlation and Regression Analysis Correlation and Regression Analysis 00:35:00 Module 05: Probability Probability 00:18:00 Module 06: Sampling Sampling 00:21:00 Module 07: Charts and Graphs Charts and Graphs 00:23:00 Module 08: Hypothesis Testing Hypothesis Testing 00:25:00 Module 09: Ten Common Statistical Mistakes Ten Common Statistical Mistakes 00:30:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Give a compliment to your career and take it to the next level. This Information System and Security Bundle will provide you with the essential knowledge to shine in your professional career. Whether you want to develop skills for your next job or elevate your skills for your next promotion, this Information System and Security bundle will help you stay ahead of the pack. Throughout the Information System and Security programme, it stresses how to improve your competency as a person in your chosen field while also outlining essential career insights in the relevant job sector. Along with this Information System and Security course, you will get 10 premium courses, an original hardcopy, 11 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This Bundle Consists of the following Premium courses: Course 01: Computer Networks Security Course 02: Level 3 Cyber Security Course 03: Information Management Course 04: Cyber Security Incident Handling and Incident Response Course 05: CompTIA CySA+ Cybersecurity Analyst (CS0-002) Course 06: Security Management Advanced Diploma Course 07: CompTIA PenTest+ (Ethical Hacking) Course 08: Data Protection and Data Security Level 2 Course 09: Complete Web Application Penetration Testing & Security Course 10: Learn Ethical Hacking From A-Z: Beginner To Expert Course 11: Cyber Security Incident Handling and Incident Response Enrol now in this bundle to advance your career, and use the premium study materials from Apex Learning. Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Information System and Security Course Bundle expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn from any place in your own time without travelling for classes. CPD 130 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Information System and Security Course Bundle bundle. Requirements This course has been designed to be fully compatible with tablets and smartphones. Career path Having this expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Computer Networks Security) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Getting Started The OTHM Level 5 Extended Diploma in Accounting and Business equips learners with industry-specific and hands-on skills, enabling them to apply their knowledge in professional settings effectively. This achievement not only enhances career opportunities but also facilitates further educational advancement. Key attributes of OTHM Level 5 Extended Diploma qualifications include: Engaging and challenging study programs for learners. Essential subject knowledge acquisition for career advancement or further education. A structured progression from Level 4 units to Level 5 units. Up-to-date content aligning with employer and higher education requirements. Comprehensive assessments evaluate cognitive, affective, and practical skills. OTHM-provided unit assignments and a diverse assessment approach supporting Level 6 progression. Development of knowledge and academic study skills, including active research, effective writing, analytical thinking, critical reasoning, creative problem-solving, decision-making, and digital literacy Key Benefits Acquire the knowledge and skills required to conduct academic research effectively. Comprehend how both the internal and external environments impact a business. Demonstrate the ability to handle year-end adjustments in accounting. Demonstrate the ability to apply numerical techniques in a business context. Understand the significance of budgeting, working capital management, and depreciation accounting. Acquire knowledge about leadership and management concepts. Comprehend the origins of business finance and the methodologies employed in crafting investment strategies. Understand the influence of both internal and external factors on the human resource management function. Key Highlights Are you worried about the recent changes in Accounting? Then, OTHM Level 5 Extended Diploma in Accounting and Business is the ideal starting point for your career journey. The course will ensure access to the first-class education needed to achieve your goals and dreams and 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 OTHM-approved tutors will be available around the clock in our cutting-edge learning management system. Most importantly, at the School of Business and Technology London, we will provide comprehensive tutor support through our dedicated support desk. If you choose your course with blended learning, you will also enjoy live sessions with an assigned tutor, which you can book at your convenience. Career Pathways After completing a Level 5 Extended Diploma in Accounting and Business, individuals can explore various career opportunities in the legal field and related professions. Here are some potential career paths:  Accountant with an average salary of £40,000 per year Financial Analyst, with an average salary of £54,608 per year Management Accountant; with an average salary of £27,000 -£40,000 per year Financial Planner; with an average salary of £22,000 -£33,000 per year About Awarding Body OTHM is an established and recognised Awarding Organisation (Certification Body) launched in 2003. OTHM has already made a mark in the UK and global online education scenario by creating and maintaining a user-friendly and skill based learning environment. OTHM has both local and international recognition which aids OTHM graduates to enhance their employability skills as well as allowing them to join degree and/or Master top-up programmes. OTHM qualifications has assembled a reputation for maintaining significant skills in a wide range of job roles and industries which comprises Business Studies, Leadership, Tourism and Hospitality Management, Health and Social Care, Information Technology, Accounting and Finance, Logistics and Supply Chain Management. What is included? Outstanding tutor support that gives you supportive guidance all through the course accomplishment through the SBTL Support Desk Portal. Access our cutting-edge learning management platform to access vital learning resources and communicate with the support desk team. Quality learning materials such as structured lecture notes, study guides, and practical applications, which include real-world examples and case studies, will enable you to apply your knowledge. Learning materials are provided in one of the three formats: PDF, PowerPoint, or Interactive Text Content on the learning portal. The tutors will provide Formative assessment feedback to improve the learners' achievements. Assessment materials are accessible through our online learning platform. Supervision for all modules. Multiplatform accessibility through an online learning platform facilitates SBTL in providing learners with course materials directly through smartphones, laptops, tablets or desktops, allowing students to study at their convenience. Live Classes (for Blended Learning Students only) Assessment Assignment-based Assessment (Formative and Summative) No exam Entry Requirements These qualifications are intended for learners typically 18 years and older. Learners' entry profiles are expected to encompass at least one of the following criteria:  A relevant Level 3 Diploma qualification or its equivalent credential. Completion of GCE Advanced level courses in 2 subjects or an equivalent qualification. Mature learners aged over 21 with pertinent management experience (prior experience verification required from the delivery centre before registration) International students whose first language is not English must score 5.5 or above in IELTS (International English Language Testing System). Progression These qualifications are intended for learners typically 18 years and older. Learners' entry profiles are expected to encompass at least one of the following criteria:  A relevant Level 3 Diploma qualification or its equivalent credential. Completion of GCE Advanced level courses in 2 subjects or an equivalent qualification. Mature learners aged over 21 with pertinent management experience (prior experience verification required from the delivery centre before registration) International students whose first language is not English must score 5.5 or above in IELTS (International English Language Testing System). Why gain a OTHM Qualification? Quality, Standards and Recognitions- OTHM qualifications are approved and regulated by Ofqual (Office of the Qualifications and Examinations Regulation); hence, the learners can be very confident about the quality of the qualifications as well. Career Development to increase credibility with employers- All OTHM qualifications are developed to equip learners with the skills and knowledge every employer seeks. The learners pursuing an OTHM qualification will obtain an opportunity to enhance their knowledge and grow key competencies to tackle situations and work on projects more effectively, which will, in turn, give learners the potential to get promotions within the workplace. Alternatively, it allows them to progress onto an MBA top-up/Bachelor's degree / Master's degree programme around the World. Flexible study options- All OTHM qualifications have a credit value, which tells you how many credits are awarded when a unit is completed. The credit value will indicate how long it will normally take you to prepare for a unit or qualification. Three different types of qualification are: The award is achieved with 1 - 12 credits The certificate is completed with 13 - 36 credits The diploma is completed with at least 37 credits 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- Academic Writing and Research Skills Reference No : H/650/1099 Credit : 20 || TQT : 200 This unit aims to assist learners in developing the skills necessary for academic research and writing. It enables them to interpret and assess sources of information and evidence, preparing them to create evidence-based, coherent arguments. Ultimately, the goal is to enhance learners' proficiency in key academic research and writing aspects, contributing to their academic success and recognition. UNIT2- Business and the Economic Environment Reference No : T/650/1760 Credit : 20 || TQT : 200 This unit aims to familiarise learners with the dynamic relationship between the broader economic landscape and business operations. Learners will acquire foundational knowledge to identify the elements and structure of the business sector. They will also explore the fundamental factors that shape a business's operations within its internal framework and the broader external business environment. UNIT3- PRINCIPLES OF FINANCIAL ACCOUNTING Reference No : R/650/1912 Credit : 20 || TQT : 200 This unit aims to facilitate your understanding and application of financial accounting principles within a business context. You will learn about economic record-keeping systems, learn to adjust and prepare accounts for various types of businesses and explore the application and regulation of professional characteristics and ethical principles within the accounting field. UNIT4- QUANTITATIVE METHODS IN A BUSINESS CONTEXT Reference No : M/650/1911 Credit : 20 || TQT : 200 This unit is created to enhance your proficiency in utilising quantitative methods, encompassing data in business and management contexts to support informed decision-making. Developing quantitative skills at this level enables you to apply business principles in areas such as accounting, finance, and human resource management. UNIT5- MANAGEMENT ACCOUNTING Reference No : Y/650/1914 Credit : 20 || TQT : 200 The objective of this unit is to enable learners to enhance their proficiency in management accounting. This includes creating budgets, cost analysis, evaluating capital expenditures, and applying these skills to real-world scenarios or case studies. UNIT6- LEADING AND MANAGING TEAMS Reference No : T/650/1148 Credit : 20 || TQT : 200 This unit aims to help learners grasp the distinction between leadership as a role and management as a function. By doing so, learners can develop the knowledge, skills, and attributes necessary to impact a business's success substantially. Employers often emphasise the importance of hard management and soft leadership skills to achieve business objectives and strategies. Still, individuals with a sufficient balance of both qualities are relatively rare. UNIT7- PRINCIPLES AND CONCEPTS OF BUSINESS STRATEGY Reference No : A/650/2356 Credit : 20 || TQT : 200 The strategy aims to position a business optimally to gain a competitive edge in its target market. Yet, achieving this advantage necessitates activities like research, analysis, interpretation, and strategic decision-making. This unit aims to equip learners with the knowledge and skills to actively contribute to an organisation's strategy development and successful implementation. UNIT8- FINANCIAL MANAGEMENT Reference No : F/650/1917 Credit : 20 || TQT : 200 This unit's objective is to give learners an understanding of essential financial theories and the management of working capital. Additionally, it aims to equip learners with the skills needed to evaluate strategies for effectively managing an organisation's global financial risk. UNIT9- FINANCIAL PLANNING AND CONTROL Reference No : H/650/1918 Credit : 20 || TQT : 200 This unit aims to teach learners about financial planning and control functions within a business context. It encompasses corporate financial planning, sourcing business finance, and understanding the risks of operating in global capital markets. Additionally, the unit explores corporate governance's role in overseeing a business's financial management function. UNIT10- FINANCIAL REPORTING Reference No : J/650/1919 Credit : 20 || TQT : 200 This unit aims to enhance learners' capabilities in effectively managing an organisation's assets and preparing various standard financial reports that are essential for presenting the organisation's financial status. Additionally, learners will delve into the conceptual frameworks that underpin financial reporting and their connection to the presentation of financial information. UNIT11- THE MANAGEMENT OF HUMAN RESOURCES Reference No : H/650/1151 Credit : 20 || TQT : 200 This unit aims to acquaint learners with fundamental principles and concepts in human resource management. This knowledge will enable them to facilitate a sustainable approach to managing people by comprehending the purpose and scope of the human resource management function. UNIT12- BUSINESS START-UP: CONCEPTION TO MARKET Reference No : M/650/1155 Credit : 20 || TQT : 200 This unit aims to build upon prior learning, allowing learners to apply their knowledge and skills acquired from disciplines such as business strategy, financial planning, accounting, and management to create a practical and effective business plan. 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.

Do you want to master the essential mathematical skills for data science and machine learning? Do you want to learn how to apply statistics and probability to real-world problems and scenarios? If yes, then this course is for you! In this course, you will learn the advanced concepts and techniques of statistics and probability that are widely used in data science and machine learning. You will learn how to describe and analyse data using descriptive statistics, distributions, and probability theory. You will also learn how to perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data. You will gain hands-on experience with practical exercises and projects using Python and R. Learning Outcomes By the end of this course, you will be able to: Apply descriptive statistics, distributions, and probability theory to summarise and visualise data Perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data Use Python and R to implement statistical and machine learning methods Interpret and communicate the results of your analysis using appropriate metrics and visualisations Solve real-world problems and scenarios using statistics and probability Why choose this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 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 Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course for? This course is for anyone who wants to learn the advanced concepts and techniques of statistics and probability for data science and machine learning. This course is suitable for: Data scientists, machine learning engineers, and analysts who want to enhance their skills and knowledge Students and researchers who want to learn the mathematical foundations of data science and machine learning Professionals and managers who want to understand and apply data-driven decision making Hobbyists and enthusiasts who want to explore and learn from data Anyone who loves statistics and probability and wants to challenge themselves Career path Data Scientist (£35,000 - £55,000) Machine Learning Engineer (£40,000 - £60,000) Statistician (£35,000 - £55,000) Data Analyst (£40,000 - £60,000) Business Intelligence Analyst (£45,000 - £65,000) Senior Data Analyst (£50,000 - £70,000) Prerequisites This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 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. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £135 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Section 01: Let's get started Welcome! 00:02:00 What will you learn in this course? 00:06:00 How can you get the most out of it? 00:06:00 Section 02: Descriptive statistics Intro 00:03:00 Mean 00:06:00 Median 00:05:00 Mode 00:04:00 Mean or Median? 00:08:00 Skewness 00:08:00 Practice: Skewness 00:01:00 Solution: Skewness 00:03:00 Range & IQR 00:10:00 Sample vs. Population 00:05:00 Variance & Standard deviation 00:11:00 Impact of Scaling & Shifting 00:19:00 Statistical moments 00:06:00 Section 03: Distributions What is a distribution? 00:10:00 Normal distribution 00:09:00 Z-Scores 00:13:00 Practice: Normal distribution 00:04:00 Solution: Normal distribution 00:07:00 Section 04: Probability theory Intro 00:01:00 Probability Basics 00:10:00 Calculating simple Probabilities 00:05:00 Practice: Simple Probabilities 00:01:00 Quick solution: Simple Probabilities 00:01:00 Detailed solution: Simple Probabilities 00:06:00 Rule of addition 00:13:00 Practice: Rule of addition 00:02:00 Quick solution: Rule of addition 00:01:00 Detailed solution: Rule of addition 00:07:00 Rule of multiplication 00:11:00 Practice: Rule of multiplication 00:01:00 Solution: Rule of multiplication 00:03:00 Bayes Theorem 00:10:00 Bayes Theorem - Practical example 00:07:00 Expected value 00:11:00 Practice: Expected value 00:01:00 Solution: Expected value 00:03:00 Law of Large Numbers 00:08:00 Central Limit Theorem - Theory 00:10:00 Central Limit Theorem - Intuition 00:08:00 Central Limit Theorem - Challenge 00:11:00 Central Limit Theorem - Exercise 00:02:00 Central Limit Theorem - Solution 00:14:00 Binomial distribution 00:16:00 Poisson distribution 00:17:00 Real life problems 00:15:00 Section 05: Hypothesis testing Intro 00:01:00 What is a hypothesis? 00:19:00 Significance level and p-value 00:06:00 Type I and Type II errors 00:05:00 Confidence intervals and margin of error 00:15:00 Excursion: Calculating sample size & power 00:11:00 Performing the hypothesis test 00:20:00 Practice: Hypothesis test 00:01:00 Solution: Hypothesis test 00:06:00 T-test and t-distribution 00:13:00 Proportion testing 00:10:00 Important p-z pairs 00:08:00 Section 06: Regressions Intro 00:02:00 Linear Regression 00:11:00 Correlation coefficient 00:10:00 Practice: Correlation 00:02:00 Solution: Correlation 00:08:00 Practice: Linear Regression 00:01:00 Solution: Linear Regression 00:07:00 Residual, MSE & MAE 00:08:00 Practice: MSE & MAE 00:01:00 Solution: MSE & MAE 00:03:00 Coefficient of determination 00:12:00 Root Mean Square Error 00:06:00 Practice: RMSE 00:01:00 Solution: RMSE 00:02:00 Section 07: Advanced regression & machine learning algorithms Multiple Linear Regression 00:16:00 Overfitting 00:05:00 Polynomial Regression 00:13:00 Logistic Regression 00:09:00 Decision Trees 00:21:00 Regression Trees 00:14:00 Random Forests 00:13:00 Dealing with missing data 00:10:00 Section 08: ANOVA (Analysis of Variance) ANOVA - Basics & Assumptions 00:06:00 One-way ANOVA 00:12:00 F-Distribution 00:10:00 Two-way ANOVA - Sum of Squares 00:16:00 Two-way ANOVA - F-ratio & conclusions 00:11:00 Section 09: Wrap up Wrap up 00:01:00 Assignment Assignment - Statistics & Probability for Data Science & Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00