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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 Business Analysis and Management 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 25 course mega bundle that will exceed your expectations within your budget. The Business Analysis and Management 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 Business Analysis and Management bundle will help you build a solid foundation to become a proficient worker in the sector. This Business Analysis and Management Bundle consists of the following 20 CPD Accredited Premium courses - Course 01 :Fundamentals of Business Analysis Course 02 :Strategic Business Management - Online Diploma Course Course 03 :Business Intelligence Analyst Course Course 04 :Business Intelligence and Data Mining Course 05 :Research Methods in Business Course 06 :International Business Principles Course 07 :Disruptive Innovation for Business Course 08 :Business Plan for Entrepreneours Course 09 :Stock Trading Analysis with Volume Trading Course 10 :Lead Generation with Attraction Marketing for Business Course 11 :Business Law: Applied Fundamentals Course 12 :Compliance and Risk Management Course Course 13 :Payroll Management Course Course 14 :Anti-Money Laundering (AML) Training Course 15 :Document Control Course 16 :Homebased Business Masterclass Course 17 :Business Writing Course 18 :Business Case Course 19 :Basic Data Analysis Course 20 :Google Data Studio: Data Analytics 5 Extraordinary Career Oriented courses that will assist you in reimagining your thriving techniques- Course 01 :Career Development Plan Fundamentals Course 02 :CV Writing and Job Searching Course 03 :Interview Skills: Ace the Interview Course 04 :Video Job Interview for Job Seekers Course 05 :Create a Professional LinkedIn Profile Learning Outcome This tailor-made Business Analysis and Management 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 Business Analysis and Management 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 250 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 Business Analysis and Management bundle! This bundle is also ideal for professionals looking for career advancement. Progression: International Institute of Business Analysis BCS Foundation Certificate in Business Analysis BCS International Diploma in Business Analysis BCS Practitioner Certificate in Business Analysis Practice Requirements To participate in this course, all you need is - A smart device A secure internet connection And a keen interest in Business Analysis and Management 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.

Start your journey towards financial expertise with our comprehensive bundle of 17 CPD-accredited and QLS-endorsed courses! Designed for both new and seasoned investors, this Introduction to Investment Risk and Taxation package offers a unique learning experience. From the Fundamentals of Investment and Financial Risk Management to the intricacies of UK Tax Accounting and Anti-Money Laundering (AML) Training, each course is expertly designed to enhance your knowledge and skills. Dive deep into specialised subjects like Investing in Recession, Capital Budgeting, Technical Analysis for Trading, and the dynamic world of Cryptocurrency. Whether you're planning your retirement with our Stock Market Investment course or mastering the art of Corporate Finance, this bundle equips you with the tools to make informed decisions and powerful investor pitches. But here's the real value! Upon completion of each course, you'll receive not just one but two sets of certificates - both in PDF and Hardcopy formats. That's a total of 34 certificates - 17 CPD and 17 QLS - acknowledging your commitment and expertise in each area. These prestigious certificates are recognised across various industries and will significantly enhance your professional profile, opening doors to new opportunities and recognition. You will also get Full Study Assistance and Career Support. So don't worry about a thing, and get started. We got your back. Don't miss this chance to elevate your investment expertise and taxation knowledge. Enroll in the Introduction to Investment Risk and Taxation bundle today and start transforming your potential into success! Courses Included In this Introduction to Investment Risk and Taxation Course 01: Investment Course 02: Financial Risk Management Course 03: Investing in Recession Course 04: UK Tax Accounting Course 05: Anti-Money Laundering (AML) Training Course 06: Business Management and Finance Course Course 07: Financial Analysis: Finance Reports Course 08: Capital Budgeting & Investment Decision Rules Course 09: Fundamentals to Making a Powerful Investor Pitch Course 10: Create a Compelling Company Overview for Investors Course 11: Technical Analysis Masterclass for Trading & Investing Course 12: Stock Trading: Quick Start Guide To Stock Trading Course 13: Stock Market Investment: Plan for Retirement Course 14: Stock Trading Analysis with Volume Trading Course 15: Cryptocurrency: Wallets, Investing & Trading Course 16: Investing In Gold & Gold Mining Stocks Course Course 17: Corporate Finance: Working Capital Management What Will You Learn? Upon completing this Introduction to Investment Risk and Taxation bundle, you will be able to: Master the fundamentals of Investment strategies. Gain expertise in Financial Risk Management. Navigate investments confidently even in a recession. Understand the nuances of UK Tax Accounting. Become proficient in Anti Money Laundering (AML) compliance. Develop essential Business Management and Finance skills. Analyse financial reports like a pro. Make informed investment decisions with Capital Budgeting. Achieve financial mastery with our Introduction to Investment Risk and Taxation bundle, featuring 17 CPD-accredited and QLS-endorsed courses. Whether you're a newbie or a seasoned investor, this comprehensive package covers everything from investment basics to risk management, tax accounting, and anti-money laundering. Gain confidence in financial analysis, investor pitches, and even learn about cryptocurrency trading. What sets us apart? Upon course completion, you'll receive not just one but two sets of certificates - PDF and Hardcopy for each of the 17 courses, totalling 34 prestigious Certificates. Elevate your financial expertise and open doors to new opportunities today! CPD 180 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Introduction to Investment Risk and Taxation bundle is perfect for: Aspiring and experienced investors. Financial analysts and risk managers. Tax professionals and accountants. Compliance officers and AML specialists. Entrepreneurs seeking financial proficiency. Requirements Minimum level 3 qualifications It is recommended that students complete Introduction to UK Regulation and Professional Integrity prior to starting this course. Career path Upon completion of the courses in this Introduction to Investment Risk and Taxation bundle, you can pursue many career paths, such as: Investment Analyst: £30,000 - £60,000 Financial Risk Manager: £40,000 - £90,000 Tax Accountant: £25,000 - £60,000 AML Compliance Officer: £30,000 - £70,000 Financial Director: £60,000 - £150,000 Entrepreneur/Investor: Varies widely, potential for high earnings. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included

14 in 1 Bundle only at £79 Get Hard Copy + PDF Certificates + Transcript + Student ID Card + e-Learning App as a Gift - Enrol Now Tired of browsing and searching for a Business Analysis course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this extensive bundle that has everything you need to succeed. After surveying thousands of learners just like you and considering their valuable feedback, this all-in-one Business Analysis bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Business Analysis course that will enhance your skills and prepare you for the competitive job market. Also, our experts are available for answering your queries on Business Analysis and help you along your learning journey. Advanced audio-visual learning modules of these Business Analysis courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in Business Analysis, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Business Analysis Bundle Consists of the following Premium courses: Course 01: Business Analysis Level 3 Course 02: Strategic Business Management Course 03: Financial Analysis Course 04: Capital Budgeting & Investment Decision Rules Course 05: Basic Business Finance Course 06: SAP Controlling (CO) - Product Costing S4HANA Course 07: Research Methods in Business Course 08: Introduction to Data Analysis Course 09: Business Intelligence and Data Mining Masterclass Course 10: Basic Google Data Studio Course 11: Statistical Analysis Course 12: Payroll Management Course Course 13: Level 3 Tax Accounting Course 14: Certificate in Anti Money Laundering (AML) Enrol now in Business Analysis to advance your career, and use the premium study materials from Apex Learning. How will I get my Certificate? After successfully completing the Course, you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) Course Curriculum Course 01: Business Analysis Level 3 Module 01: Introduction to Business Analysis Module 02: Business Processes Module 03: Business Analysis Planning and Monitoring Module 04: Strategic Analysis and Product Scope Module 05: Solution Evaluation Module 06: Investigation Techniques Module 07: Ratio Analysis Module 08: Stakeholder Analysis and Management Module 09: Process Improvement with Gap Analysis Module 10: Documenting and Managing Requirements Module 11: Career Prospect as a Business Analyst in the UK Course 02: Strategic Business Management Module 01: Introduction to Strategic Management Business Module 02: Corporate Governance Module 03: Industry Analysis Module 04: Strategy Formulation Module 05: Strategy Implementation Module 06: Evaluation and Control Module 07: Building a Brand Module 08: Generating Success from the Customer Relationship Module 09: Social Responsibility and Ethics in Strategic Management Module 10: Getting Ready for Business Improvement Course 03: Financial Analysis Section-1. Introduction Section-2. Profitability Section-3. Return Ratio Section-4. Liqudity Ratio Section-5.Operational Analysis Section-6. Detecting Manipulation Course 04: Capital Budgeting & Investment Decision Rules Section 01: Introduction Section 02: NPV Method Section 03: Payback Period Method Section 04: Internal Rate of Return (IRR) Section 05: Evaluating Projects in Different Lives Section 06: Conclusion Course 05: Basic Business Finance Module 01: What is Business Finance? Module 02: Why Businesses Fail Module 03: The Principles of Business Finance Part 1 Module 04: The Principles of Business Finance Part 2 Module 05: The Balance Sheet Module 06: The Income Statement Module 07: The Cashflow Statement Module 08: A Business Finance Exercise Module 09: Financial Performance Indicators Module 10: Investment Analysis Module 11: Investment Analysis Exercise Module 12: Key Learning Points in Business Finance Course 06: SAP Controlling (CO) - Product Costing S4HANA Section 1: Introduction Section 2: Material Master Data and Pricing Controls Section 3: BoM, Activities and Routing Section 4: Overheads in Costing Section 5: Costing Sheet Section 6: Costing Variant Section 7: Routing and Work Centres Section 8: Cost Component Structure Section 9: Execution of Standard Cost Estimation Course 07: Research Methods in Business Section 01: Applied Project & Research Methods in Business Section 02: Writing a Purpose / Quantitative and Qualitative Research Approaches Section 03: Mixed Method Research Approaches, Ethical Considerations & Writing Effectively Written Methodology Part 3 !@@ Section 04: Writing Data Collection Tools, Qualitative & Quantitative Data Analysis Section 05: Comparing Findings to Literature and Writing the Final Paper Course 08: Introduction to Data Analysis Module 01: Introduction Module 02: Agenda and Principles of Process Management Module 03: The Voice of the Process Module 04: Working as One Team for Improvement Module 05: Exercise: The Voice of the Customer Module 06: Tools for Data Analysis Module 07: The Pareto Chart Module 08: The Histogram Module 09: The Run Chart Module 10: Exercise: Presenting Performance Data And much more... Course 09: Business Intelligence and Data Mining Masterclass Module 01: What is Business Intelligence? Module 02: Starting Case in understanding BI needs in diff phase of business Module 03: Decision Making Process and Need of IT systems Module 04: Problem Structure and Decision Support System Module 05: Introduction to BI Applications Module 06: Dashboard presentation systems Module 07: Different Types of Charts used in 131 Dashboards Module 08: Good Dashboard and BSC Module 09: Examples of Bad Dashboards 1 Module 10: Examples of Bad Dashboards 2 And much more... Course 10: Basic Google Data Studio Module 01: Introduction to GDS Module 02: Data Visualization Module 03: Geo-visualization Module 04: A Socio-Economic Case Study Course 11: Statistical Analysis Module 01: The Realm of Statistics Module 02: Basic Statistical Terms Module 03: The Center of the Data Module 04: Data Variability Module 05: Binomial and Normal Distributions Module 06: Introduction to Probability And much more... Course 12: Payroll Management Course Module 01: Payroll System in the UK Module 02: Payroll Basics Module 03: Company Settings Module 04: Legislation Settings Module 05: Pension Scheme Basics Module 06: Pay Elements Module 07: The Processing Date Module 08: Adding Existing Employees Module 09: Adding New Employees Module 10: Payroll Processing Basics And much more... Course 13: Level 3 Tax Accounting Module 01: Tax System and Administration in the UK Module 02: Tax on Individuals Module 03: National Insurance Module 04: How to Submit a Self-Assessment Tax Return Module 05: Fundamentals of Income Tax Module 06: Advanced Income Tax Module 07: Payee, Payroll and Wages Module 08: Capital Gain Tax And much more... Course 14: Certificate in Anti Money Laundering (AML) Module 01: Introduction to Money Laundering Module 02: Proceeds of Crime Act 2002 Module 03: Development of Anti-Money Laundering Regulation Module 04: Responsibility of the Money Laundering Reporting Office Module 05: Risk-based Approach Module 06: Customer Due Diligence And much more... CPD 140 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Business Analysis bundle. Requirements Our Business Analysis course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this Business Analysis 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 P.S. The delivery charge inside the UK is £3.99, and the international students have to pay £9.99.

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Tired of browsing and searching for a Big Data course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this extensive bundle that has everything you need to succeed. After surveying thousands of learners just like you and considering their valuable feedback, this all-in-one Big Data bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Big Data course that will enhance your skills and prepare you for the competitive job market. so, ourexperts are available for answering your queries on Big Data and help you along your learning journey. Advanced audio-visual learning modules of these Big Data courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in Big Data, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Big Data Bundle Consists of the following Premium courses: Course 01: SQL NoSQL Big Data and Hadoop Course 02: Complete Microsoft Power BI 2021 Course 03: Introduction to Data Analysis Course 04: Python for Data Analysis Course 05: Statistical Analysis Course 06: Data Analytics with Tableau Course 07: Basic Google Data Studio Course 08: Fundamentals of Business Analysis Course 09: Complete Introduction to Business Data Analysis Level 3 Course 10: Business Intelligence and Data Mining Masterclass Course 11: Research Methods in Business Course 12: Basic Graph Theory Algorithms Course 13: Data Protection and Data Security Level 2 Course 14: Data Analysis in Excel Level 3 Course Enrol now in Big Data to advance your career, and use the premium study materials from Apex Learning. The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Big Data 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 165 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Big Data bundle. Requirements Our Big Data course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this Big Data expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (SQL NoSQL Big Data and Hadoop) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (SQL NoSQL Big Data and Hadoop) 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.

lated 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 Guide through Business Analysis bundle will help you build a solid foundation to become a proficient worker in the sector. This Guide through Business Analysis Bundle consists of the following 30 CPD Accredited Premium courses - Course 01 :Fundamentals of Business Analysis Course 02 :Strategic Business Management - Online Diploma Course Course 03 :Business Intelligence Analyst Course Course 04 :Business Intelligence and Data Mining Course 05 :Research Methods in Business Course 06 :International Business Principles Course 07 :Google Data Studio: Data Analytics Course 08 :Stock Trading Analysis with Volume Trading Course 09 :Lead Generation with Attraction Marketing for Business Course 10 :Business Law: Applied Fundamentals Course 11 :Compliance and Risk Management Course Course 12 :Payroll Management Course Course 13 :Anti-Money Laundering (AML) Training Course 14 :Document Control Course 15 :SAP S4HANA Controlling - Cost Center Accounting Course 16 :Certificate in Purchasing and Procurement Course 17 :Financial Analysis : Finance Reports Course 18 :Financial Ratio Analysis for Business Decisions Course 19 :Basic Data Analysis Course 20 :Disruptive Innovation for Business Course 21 :Business Plan for Entrepreneours Course 22 :Business Management and Finance Course Course 23 :Capital Budgeting & Investment Decision Rules Course 24 :Making Budget & Forecast Course 25: Branding Fundamentals for New Business Course 26: Business Performance Management Course 27: "SAP Controlling (CO) - Product Costing S4HANA" Course 28: Homebased Business Masterclass Course 29: Business Writing Course 30: Business Cas 10 Extraordinary Career Oriented courses that will assist you in reimagining your thriving techniques- Course 01 :Career Development Plan Fundamentals Course 02 :CV Writing and Job Searching Course 03 :Interview Skills: Ace the Interview Course 04 :Video Job Interview for Job Seekers Course 05 :Create a Professional LinkedIn Profile Course 06 :Business English Perfection Course Course 07 :Networking Skills for Personal Success Course 08 :Boost Your Confidence and Self-Esteem Course 09 :Public Speaking Training Course 10 :Learn to Fight Procrastination Learning Outcome This tailor-made Guide through Business Analysis 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 Guide through Business Analysis 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 400 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 Guide through Business Analysis bundle! This bundle is also ideal for professionals looking for career advancement. Requirements To participate in this course, all you need is - A smart device A secure internet connection And a keen interest in Guide through Business Analysis 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.

Give a compliment to your career and take it to the next level. This Investment Advisor bundlewill 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 Investment Advisorbundle will help you stay ahead of the pack. Throughout the Investment Advisorprogramme, 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 Investment Advisor course, you will get 10 premium courses, an originalhardcopy, 11 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This Investment Advisor Bundle Consists of the following Premium courses: Course 01: Investment Course 02: Financial Advisor Course 03: Investment Banking Course 04: Investment: Investing In Gold & Gold Mining Stocks Course 05: Investment Analyst Course 06: Capital Budgeting & Investment Decision Rules Course 07: Corporate Finance and Investment Decisions Course 08: Stock Market Investing for Beginners Course 09: Financial Analysis : Finance Reports Course 10: Fraud Management & Anti Money Laundering Awareness Complete Diploma Course 11: Budgeting and Forecasting Enrol now in Investment Advisor to advance your career, and use the premium study materials from Apex Learning. The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Investment Advisor 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. The Course Curriculum of Investment Advisor Bundle Course 01: Investment Module 01: Introduction to Investment Module 02: Types and Techniques of Investment Module 03: Key Concepts in Investment Module 04: Understanding the Finance Module 05: Investing in Bond Market Module 06: Investing in Stock Market Module 07: Risk and Portfolio Management =========>>>>> And 10 More Courses <<<<<========= Key features of this Investment Advisor bundle: This Investment Advisor bundle is CPD QS Accredited Learn from anywhere in the world Lifetime access Our Investment Advisor is entirely online 24/7 Learner support CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Investment Advisor bundle. Requirements This Investment Advisor 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 CPDQS Accredited e-Certificate Digital certificate - Included CPDQS Accredited Hard-Copy Certificate Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Investment) 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.

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced developers, analysts or others who are intending to learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web. Overview This skills-focused combines engaging lecture, demos, group activities and discussions with machine-based student labs and exercises.. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern 'on-the-job' modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Working in a hands-on lab environment led by our expert instructor, attendees will Understand the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content-based engine to recommend movies based on real movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative filtering Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform.This course shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory?you will get started with building and learning about recommenders as quickly as possible. In this course, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You will also use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques. Students will learn to build industry-standard recommender systems, leveraging basic Python syntax skills. This is an applied course, so machine learning theory is only used to highlight how to build recommenders in this course. Getting Started with Recommender Systems Technical requirements What is a recommender system? Types of recommender systems Manipulating Data with the Pandas Library Technical requirements Setting up the environment The Pandas library The Pandas DataFrame The Pandas Series Building an IMDB Top 250 Clone with Pandas Technical requirements The simple recommender The knowledge-based recommender Building Content-Based Recommenders Technical requirements Exporting the clean DataFrame Document vectors The cosine similarity score Plot description-based recommender Metadata-based recommender Suggestions for improvements Getting Started with Data Mining Techniques Problem statement Similarity measures Clustering Dimensionality reduction Supervised learning Evaluation metrics Building Collaborative Filters Technical requirements The framework User-based collaborative filtering Item-based collaborative filtering Model-based approaches Hybrid Recommenders Technical requirements Introduction Case study and final project ? Building a hybrid model Additional course details: Nexus Humans Building Recommendation Systems with Python (TTAI2360) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Building Recommendation Systems with Python (TTAI2360) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced developers, analysts or others who are intending to learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web. Overview Working in a hands-on lab environment led by our expert instructor, attendees will Understand the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content-based engine to recommend movies based on real movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative filtering Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform.This course shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory?you will get started with building and learning about recommenders as quickly as possible. In this course, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You will also use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques.Students will learn to build industry-standard recommender systems, leveraging basic Python syntax skills. This is an applied course, so machine learning theory is only used to highlight how to build recommenders in this course.This skills-focused ccombines engaging lecture, demos, group activities and discussions with machine-based student labs and exercises.. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern 'on-the-job' modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Getting Started with Recommender Systems Technical requirements What is a recommender system? Types of recommender systems Manipulating Data with the Pandas Library Technical requirements Setting up the environment The Pandas library The Pandas DataFrame The Pandas Series Building an IMDB Top 250 Clone with Pandas Technical requirements The simple recommender The knowledge-based recommender Building Content-Based Recommenders Technical requirements Exporting the clean DataFrame Document vectors The cosine similarity score Plot description-based recommender Metadata-based recommender Suggestions for improvements Getting Started with Data Mining Techniques Problem statement Similarity measures Clustering Dimensionality reduction Supervised learning Evaluation metrics Building Collaborative Filters Technical requirements The framework User-based collaborative filtering Item-based collaborative filtering Model-based approaches Hybrid Recommenders Technical requirements Introduction Case study and final project ? Building a hybrid model Additional course details: Nexus Humans Applied AI: Building Recommendation Systems with Python (TTAI2360) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Applied AI: Building Recommendation Systems with Python (TTAI2360) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

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