806 Business Analytics & Intelligence courses

Every successful organisation around the world relies on effective process management. Process managers are responsible for planning, implementing, monitoring, assessing, and optimising a wide range of critical processes, regardless of the size, nature, or objectives of the business. Process management is a position of unique responsibility because it directly contributes to the success or failure of the business as a whole. At the same time, it offers ambitious professionals the opportunity for limitless career advancement. Business process managers with advanced skills and competencies are in high demand worldwide. This Business Process Management - BPM course will give you a thorough understanding of Business Process Management by introducing key concepts, strategies, and in-depth information. This Business Process Management - BPM course will provide real-world knowledge and expertise from industry professionals and practitioners. This exclusive Business Process Management - BPM course is beneficial to both newcomers and existing workforce members. Learning Outcomes After completing Business Process Management - BPM course, the learner will be able to: Understand business process management and related concepts. Understand the evolution of enterprise systems architectures. Understand business process modelling foundation. Have a thorough understanding of process orchestrations and process choreographies. Understand the properties of business processes. Gain in-depth knowledge of architectures and methodologies. Understand business process management methodology. Why Choose Business Process Management Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. ***Other Benefits of this Course Free One PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Unlimited Retake Exam [ Note: Free PDF certificate will provide as soon as completing the Business Process Management - BPM course] Course Curriculum *** Business Process Management - BPM *** Module 1: Introduction to Business Process Management Motivation and Definitions Business Process Lifecycle Classification of Business Processes Module 2: Evolution of Enterprise Systems Architectures Traditional Application Development Enterprise Applications and their Integration Enterprise Modelling and Process Orientation Workflow Management Enterprise Services Computing Module 3: Business Process Modelling Foundation Conceptual Model and Terminology Abstraction Concepts From Business Functions to Business Processes Process Models and Process Instances Process Interactions Modelling Process Data Modelling Organisation Modelling Operation Module 4: Process Orchestrations Control-Flow Patterns Petri Nets Event-driven Process Chains Workflow Nets Graph-Based Workflow Language Module 5: Process Choreographies Development Phases Choreography Design Process Choreography Implementation Module 6: Properties of Business Processes Data Dependencies Object Lifecycle Conformance Structural Soundness Soundness Module 7: Architectures and Methodologies Workflow Management Architectures Flexible Workflow Management Web Services and their Composition Module 8: Business Process Management Methodology Methodology Overview Phases in Detail ------------------------- Assessment Method After completing each module of the Business Process Management - BPM, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this Business Process Management - BPM, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This Business Process Management - BPM course is ideal for anyone who desires to enhance their business process management skills. Requirements There are no specific requirements for this Business Process Management - BPM because it does not require any advanced knowledge or skills. Students who intend to enrol in this course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path After completing this Business Process Management - BPM course, you will have the knowledge to start a career as: Business Process Manager Business Analyst Entrepreneur Business Owner Certificates Certificate of completion Digital certificate - Included

Every successful organisation around the world relies on effective process management. Process managers are responsible for planning, implementing, monitoring, assessing, and optimising a wide range of critical processes, regardless of the size, nature, or objectives of the business. Process management is a position of unique responsibility because it directly contributes to the success or failure of the business as a whole. At the same time, it offers ambitious professionals the opportunity for limitless career advancement. Business process managers with advanced skills and competencies are in high demand worldwide. This Business Process Management : BPM course will give you a thorough understanding of Business Process Management by introducing key concepts, strategies, and in-depth information. This Business Process Management : BPM course will provide real-world knowledge and expertise from industry professionals and practitioners. This exclusive Business Process Management : BPM course is beneficial to both newcomers and existing workforce members. Learning Outcomes After completing Business Process Management : BPM course, the learner will be able to: Understand business process management and related concepts. Understand the evolution of enterprise systems architectures. Understand business process modelling foundation. Have a thorough understanding of process orchestrations and process choreographies. Understand the properties of business processes. Gain in-depth knowledge of architectures and methodologies. Understand business-process management methodology. Why Choose Business Process Management Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. ***Other Benefits of this Course Free One PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate will provide as soon as completing the Business Process Management : BPM course ] Course Curriculum *** Business Process Management : BPM *** Module 1: Introduction to Business Process Management Motivation and Definitions Business Process Lifecycle Classification of Business Processes Module 2: Evolution of Enterprise Systems Architectures Traditional Application Development Enterprise Applications and their Integration Enterprise Modelling and Process Orientation Workflow Management Enterprise Services Computing Module 3: Business Process Modelling Foundation Conceptual Model and Terminology Abstraction Concepts From Business Functions to Business Processes Process Models and Process Instances Process Interactions Modelling Process Data Modelling Organisation Modelling Operation Module 4: Process Orchestrations Control-Flow Patterns Petri Nets Event-driven Process Chains Workflow Nets Graph-Based Workflow Language Module 5: Process Choreographies Development Phases Choreography Design Process Choreography Implementation Module 6: Properties of Business Processes Data Dependencies Object Lifecycle Conformance Structural Soundness Soundness Module 7: Architectures and Methodologies Workflow Management Architectures Flexible Workflow Management Web Services and their Composition Module 8: Business Process Management Methodology Methodology Overview Phases in Detail ------------------------- Assessment Method After completing each module of the Business Process Management : BPM, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for Business Process Management : BPM course, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This Business Process Management : BPM course is ideal for anyone who desires to enhance their business process-management skills. Requirements There are no specific requirements for this Business Process Management : BPM because it does not require any advanced knowledge or skills. Career path After completing this Business Process Management : BPM course, you will have the knowledge to start a career as: Business Process Manager Business Analyst Entrepreneur Business Owner Certificates Certificate of completion Digital certificate - Included

Every successful organization around the world relies on effective Business Process Management. Are you a working professional with a focus on business processes or management who wants to be at the leading edge of various methods for discovering, modeling, analyzing, measuring, improving, optimizing, and automating business processes? Then our Business Process Management Online course is perfect for you! This comprehensive and up-to-date Business Process Management Online course is an excellent way to get started in this field. Process managers are responsible for planning, implementing, monitoring, assessing, and optimizing a wide range of critical processes, regardless of the size, nature, or objectives of the business. Business Process Management is a position of unique responsibility because it directly contributes to the success or failure of the business as a whole. At the same time, it offers ambitious professionals the opportunity for limitless career advancement. Business process managers with advanced skills and competencies are in high demand worldwide. This Business Process Management Onlinecourse will provide you with an in-depth understanding of the evolution of enterprise system architectures, business process management, and an introduction to the business process life cycle. You will also learn how to map business processes using flow charts and diagrams, create business functions, identify function leaders, and properly plan the modeling, monitoring, and optimizing phases. You will be able to recognize and oversee your growth as well as reflect on your experiences while taking our course in order to gain insightful knowledge about who you are and how your goals are changing. This informative Business Process Management Onlinecourse has been designed to be equally beneficial to both newcomers and existing members of the workforce. Business Process Management Online allows organizations to successfully achieve their goals by effectively utilizing processes. Once processes have been implemented, they must be monitored, evaluated, and optimized to ensure that they continue to meet the objectives for which they were designed. A company that can successfully manage its processes can maintain a competitive advantage while increasing productivity and efficiency, and lowering costs. Learning Outcomes After completing Business Process Management Online Bundle course, the learner will be able to: Understand business process management and related concepts. Understand the evolution of enterprise systems architectures. Understand business process modelling foundation. Have a thorough understanding of process orchestrations and process choreographies. Understand the properties of business processes. Gain in-depth knowledge of architectures and methodologies. Understand business process management methodology. Why Choose Business Process Management Online Bundle Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. ***Courses are included in this Business Process Management Online Course Course 01: Business Process Management Online Course 02: Level 5 Negotiation Skills Course Course 03: Level 5 Proofreading & Copy Editing ***Other Benefits of this Course Free 3 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate as soon as completing the course ] Course Curriculum *** Business Process Management Online *** Module 1: Introduction to Business Process Management Motivation and Definitions Business Process Lifecycle Classification of Business Processes Module 2: Evolution of Enterprise Systems Architectures Traditional Application Development Enterprise Applications and their Integration Enterprise Modelling and Process Orientation Workflow Management Enterprise Services Computing Module 3: Business Process Modelling Foundation Conceptual Model and Terminology Abstraction Concepts From Business Functions to Business Processes Process Models and Process Instances Process Interactions Modelling Process Data Modelling Organisation Modelling Operation Module 4: Process Orchestrations Control-Flow Patterns Petri Nets Event-driven Process Chains Workflow Nets Graph-Based Workflow Language Module 5: Process Choreographies Development Phases Choreography Design Process Choreography Implementation Module 6: Properties of Business Processes Data Dependencies Object Lifecycle Conformance Structural Soundness Soundness Module 7: Architectures and Methodologies Workflow Management Architectures Flexible Workflow Management Web Services and their Composition Module 8: Business Process Management Methodology Methodology Overview Phases in Detail Assessment Method After completing each module of the Business Process Management Online, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this Business Process Management Online, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This Business Process Management Online course is ideal for anyone who desires to enhance their business process management skills. Requirements There are no specific requirements for this Business Process Management Online because it does not require any advanced knowledge or skills. Students who intend to enrol in this course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path After completing this Business Process Management Online course, you will have the knowledge to start a career as: Business Process Manager Business Analyst Entrepreneur Business Owner Certificates Certificate of completion Digital certificate - Included

Overview This Microsoft Power BI course will unlock your full potential and will show you how to excel in a career in Microsoft Power BI. So upskill now and reach your full potential. Everything you need to get started in Microsoft Power BI is available in this course. Learning and progressing are the hallmarks of personal development. This Microsoft Power BI will quickly teach you the must-have skills needed to start in the relevant industry. In This Microsoft Power BI Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Microsoft Power BI skills to help you advance your career. Acquire a comprehensive understanding of various Microsoft Power BI topics and tips from industry experts. Learn in-demand Microsoft Power BI skills that are in high demand among UK employers, which will help you to kickstart your career. This Microsoft Power BI course covers everything you must know to stand against the tough competition in the Microsoft Power BI field.  The future is truly yours to seize with this Microsoft Power BI. Enrol today and complete the course to achieve a Microsoft Power BI certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Microsoft Power BI course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Microsoft Power BI course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Microsoft Power BI course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Microsoft Power BI is suitable for anyone aspiring to start a career in Microsoft Power BI; even if you are new to this and have no prior knowledge on Microsoft Power BI, this course is going to be very easy for you to understand.  And if you are already working in the Microsoft Power BI field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Microsoft Power BI course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Microsoft Power BI course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Microsoft Power BI course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Microsoft Power BI course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Power BI - Introduction Overview of Power BI Course 00:02:00 Power BI Intro 00:03:00 Power BI High Level Flow 00:02:00 Install and Sign Up 00:03:00 Power Query Intro 00:05:00 Power Pivot Intro 00:01:00 Power View Intro 00:02:00 Your First Power BI Dashboard Big Picture 00:02:00 Get Data 00:07:00 How to Get More Data 00:01:00 Modelling Data 00:03:00 Adding Relationships Manually 00:02:00 Visualization 00:05:00 Visualization Customization 00:01:00 More Visualizations 00:02:00 Visualization Format and Analytics 00:03:00 Ask a Question 00:02:00 Your Advanced Power BI Dashboard with Real Live Data Real World Example 00:06:00 Get Data 00:13:00 Modelling Data 00:05:00 Visualization with multiple charts 00:11:00 Publishing 00:05:00 Power BI Website 00:08:00 Course Bounses FINAL 00:01:00 Resources Resources - Microsoft Power BI 00:00:00

The Professional Certificate in Research Data Analysis Methods aims to provide extensive training on the nature, importance and expected results from qualitative and quantitative data analysis methods so that the learner can decide on the adoption of either or both methods after evaluation of the research objectives. Learning Outcomes After the successful completion of the certificate, the student will be able to learn: Data Analysis. Quantitative Data Analysis. Data Types of Quantitative Data Analysis. Designing Table and charts. Appreciating Data Analytics. Data-Analytic Methods. Analysing Quantitative Data. Qualitative Data analysis. Dimensions of Qualitative Analysis. Qualitative Data Analysis Methods. Analysing Qualitative Data. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Research Data Analysis Methods The course aims to provide extensive training on the nature, importance and expected results from both qualitative and quantitative data analysis methods. Research Data Analysis Methods Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and gets updated on current ideas in their respective field. We recommend this certificate for the following audience. CEO, Director, Manager, Supervisor Research student Business researcher Research supervisor Research Teacher Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

The course explores the essential concepts and tools in financial performance analysis for better financial decisions. The learner will be able to appraise different financial statements for interpreting the health of an organization. After the successful completion of this lecture, you will be able to understand the following: Understanding the introduction to the Financial performance. the financial performance measures. Understanding the concept of financial statement analysis. Understanding the Steps for Effective Financial Statement Analysis. The Financial Statement Analysis Techniques. Understanding the concept of Financial statements. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Understanding The Financial Performance Analysis Self-paced pre-recorded learning content on this topic. Quiz: Understanding The Financial Performance Analysis Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the knowledge of the learner in the field. This certificate is for everyone eager to know more and gets updated on current ideas in their respective field. We recommend this certificate for the following audience. CEO, Director, Manager, Supervisor Financial Analyst Finance Manager Accountant Investment Specialist Operations Manager Team Lead Average Completion Time 2 Weeks Accreditation 1 CPD Hour Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

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Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 19 sections • 99 lectures • 00:08:00 total length •Welcome & Course Overview: 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): 00:37:00 •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 •Resources- Python for Data Analysis: 00:00:00

Business Studies & Business Management Diploma Elevate your career with our Business Studies & Business Management Diploma. Master key concepts in Business Studies and Business Management. Lead transformative changes through advanced Business Studies and Business Management practices. Learning Outcomes: Understand fundamental theories in Business Studies and Business Management. Apply accounting principles within the scope of Business Studies and Business Management. Execute sales and distribution strategies in Business Studies and Business Management contexts. Analyze global business environments using Business Studies and Business Management frameworks. Plan and forecast operations aligned with Business Studies and Business Management principles. More Benefits: LIFETIME access Device Compatibility Free Workplace Management Toolkit Key Modules from Business Studies & Business Management Diploma: Business Theory Grasp core theories and models fundamental to Business Studies and Business Management practices. Accounting for Business Implement accounting techniques tailored to the specific needs of Business Studies and Business Management. Sales and Distribution Management Master sales and distribution channels in alignment with Business Studies and Business Management objectives. Business in the Global Environment Evaluate the impact of global factors on Business Studies and Business Management practices. Business Development Planning Develop and plan for business continuity and succession, guided by Business Studies and Business Management strategies. Planning and Forecasting Operations Optimise operational planning and forecasting using best practices in Business Studies and Business Management.

Get ready for an exceptional online learning experience with the Financial Advisor (Financial Analysis, Trading, Audit, Market & Business Analysis) bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. This Financial Advisor (Financial Analysis, Trading, Audit, Market & Business Analysis) is a dynamic package, blends the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Financial Advisor package has something for everyone. As part of the Financial Advisor (Financial Analysis, Trading, Audit, Market & Business Analysis) package, you will receive complimentary PDF certificates for all courses in Financial Advisor bundle at no extra cost. Equip yourself with the Financial Advisor bundle to confidently navigate your career path or personal development journey. Enrol our Financial Advisor bundle today and start your career growth! 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Embrace the future of learning with the "Financial Advisor (Financial Analysis, Trading, Audit, Market & Business Analysis) ", a rich anthology of 15 diverse courses. Each course in the Financial Advisor bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. This"Financial Advisor (Financial Analysis, Trading, Audit, Market & Business Analysis) " bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the "Financial Advisor (Financial Analysis, Trading, Audit, Market & Business Analysis) " bundle offers you the flexibility and convenience to learn at your own pace. Make the Financial Advisor package your trusted companion in your lifelong learning journey. CPD 210 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Financial Advisor (Financial Analysis, Trading, Audit, Market & Business Analysis) bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Requirements Without any Financial Advisor (Financial Analysis, Trading, Audit, Market & Business Analysis) formal requirements, you can delightfully enrol in this course. Career path Unleash your potential with the Financial Advisor (Financial Analysis, Trading, Audit, Market & Business Analysis) bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the Financial Advisor bundle package. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.