10031 Courses

Imagine a world where each room tells a tale, every wall depicts a culture, and every space evokes an emotion. Welcome to 'Diploma in Architectural & Interior Design - Modern and International Design at QLS Level 5', where creativity meets cultural expression. This course takes you on a global expedition, exploring the alluring nuances of varied design styles, from the sleek curves of Art Deco to the warm textures of Country Style. As you journey through, you'll grasp not only the foundations of distinct design styles but also the art of personalising them, creating spaces that are both timeless and reflective of individual aesthetics. Learning Outcomes Develop an extensive understanding of diverse international architectural and interior design styles. Hone the skill to integrate and adapt various global design elements into cohesive spaces. Delve deep into the history, characteristics, and significance of different styles. Master the art of determining and refining personal design aesthetics. Acquire the proficiency to implement style-specific design strategies in real-world settings. Why choose this Diploma in Architectural & Interior Design - Modern and International Design at QLS Level 5 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Diploma in Architectural & Interior Design - Modern and International Design at QLS Level 5 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. Who is this Diploma in Architectural & Interior Design - Modern and International Design at QLS Level 5 course for? Budding interior designers with a flair for global aesthetics. Architects aiming to broaden their design perspectives. Homeowners keen on infusing international designs into their spaces. Students of design seeking to deepen their style repertoire. Enthusiasts passionate about understanding the world of interior design. Career path Interior Designer: £20,000 - £45,000 Architect: £30,000 - £70,000 Design Consultant (International Styles): £25,000 - £55,000 Stylist (Interior & Architectural): £23,000 - £50,000 Space Planner: £22,000 - £48,000 Art Director (Interior Magazines & Publications): £28,000 - £60,000 Prerequisites This Diploma in Architectural & Interior Design - Modern and International Design at QLS Level 5 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Diploma in Architectural & Interior Design - Modern and International Design at QLS Level 5 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 £115 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 Introduction to Chapters Introduction & Design Recipe 00:03:00 Introduction to Chapters 00:04:00 Introduction to Style The 3 Types of Style That Influence Interior Design Choice 00:01:00 Personal Style Personal Style 00:08:00 Art Deco Style: Architectural & Interiors Art Deco 00:03:00 Victorian Style: Architectural & Interiors Victorian 00:03:00 Scandinavian Style: Architectural & Interiors Scandinavian 00:02:00 Modern Style: Architectural & Interiors Modern 00:02:00 Contemporary Style: Architectural & Interiors Contemporary 00:03:00 Eclectic Style: Architectural & Interiors Eclectic 00:06:00 Italian Style: Architectural & Interiors Italian 00:04:00 French Style: Architectural & Interiors French 00:05:00 Industrial Style: Architectural & Interiors Industrial 00:04:00 Country Style: Architectural & Interiors Country 00:04:00 Architectural & Interiors: African African 00:05:00 Conclusion Conclusion & Next Steps 00:06:00 Assignment Assignment - Diploma in Architectural & Interior Design - Modern and International Design at QLS Level 5 04:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

In today's competitive landscape, the imperative to enhance organisational performance has never been greater. At the heart of this quest lies the mastery of Quality Management Systems (QMS) and strategic training, essential for any entity aiming to outshine its competitors. Our 'Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7' course is meticulously crafted to arm participants with the knowledge and tools necessary to implement and manage an effective QMS. It intertwines the principles of Total Quality Management (TQM) with the nuances of managing a quality service, ensuring a holistic understanding that transcends traditional management practices. Through a deep dive into critical definitions, the course unfolds the fabric of quality management, elucidating the roles and responsibilities within a QMS. It adeptly covers the major changes in the field, incorporating the latest trends in financial data quality management and the strategic aspects of quality management systems. This course is not just about theory; it's an invitation to explore the practicalities of setting and achieving quality objectives, evaluating performance, and utilising helpful tools to ensure continuous improvement. Embarking on this journey, learners will uncover the qualities of a good manager and the strategic training necessary for excellence. The curriculum is designed to foster an environment where managing a quality service becomes second nature, preparing participants for a myriad of quality manager jobs. With a focus on the process approach and the context of the organisation, this course is a beacon for those seeking to elevate their career to new heights in quality management. Learning Outcomes: Understand the foundation and application of quality management systems and TQM principles within an organisation. Gain insights into effective strategies for managing a quality service and enhancing financial data quality management. Learn the essential qualities of a good manager and the role of strategic training in achieving organisational excellence. Master the process approach to QMS and how to set, achieve, and evaluate quality objectives effectively. Acquire the knowledge to navigate major changes in quality management and utilise helpful tools for continuous improvement. Why buy this Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7? 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 Quality Management and Strategic Training - ISO 9001 at QLS Level 7 for? Individuals aspiring to pursue a career in quality management. Current managers seeking to enhance their strategic training and management skills. Professionals responsible for implementing and maintaining QMS in their organizatiorganisationsnterested in understanding the intricacies of ISO 9001 and its application. Learners aiming to acquire a comprehensive understanding of performance evaluation within QMS. Prerequisites This Advanced Diploma in Quality Management and Strategic Training - ISO 9001 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 Quality Management and Strategic Training - ISO 9001 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. Career path Quality Manager: £35,000 - £60,000 Per Annum QMS Specialist: £30,000 - £50,000 Per Annum Process Improvement Manager: £40,000 - £65,000 Per Annum Quality Assurance Director: £50,000 - £80,000 Per Annum Quality Systems Auditor: £25,000 - £45,000 Per Annum Strategic Quality Planner: £45,000 - £70,000 Per Annum Certification After studying the course materials of the Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7 there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £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 Course Structure Course Structure 00:07:00 Critical Definitions What is Quality 00:02:00 What is ISO 00:08:00 What is a System - Management System 00:02:00 What is Policy - Quality Policy 00:06:00 What is Vision, Mission & Strategy 00:03:00 QA Vs QC 00:06:00 Effectiveness Vs Efficiency 00:06:00 Verification Vs Validation 00:11:00 Conformity Vs Nonconformity Vs Defect 00:04:00 Correction Vs Corrective Action Vs Preventive Action 00:08:00 Risk & Preventive Action 00:06:00 What is Competence 00:03:00 What is the Context of the Organization 00:05:00 Who are the Interested parties 00:03:00 What are the Needs & expectations 00:05:00 Management System Requirements 00:01:00 Who is a customer 00:02:00 What is Customer Satisfaction 00:06:00 Product Vs Service Vs Process 00:05:00 Document Vs Record 00:06:00 What is Customer Complaint 00:02:00 Measuring Vs Monitoring Vs Performance 00:02:00 Who is Responsible Who is Responsible 00:12:00 Responsibility Vs Accountability 00:02:00 Quality Management Principles Quality Management Principles 00:17:00 Major Changes ISO 9001:2015 Core Concepts 00:08:00 Major terminology Differences 00:04:00 Documented Information 00:07:00 Major changes - Organizational Knowledge 00:05:00 Major changes - Risk Based Thinking 00:06:00 Process Approach Process Approach Concept-1 00:04:00 What is PDCA 00:05:00 Process Approach Concept-2 00:03:00 Process Approach in ISO 9001:2015 00:04:00 Key Benefits 00:07:00 PDCA in ISO 9001 2015 00:10:00 Context of the Organization Understanding the Organization and its Context 00:08:00 Internal & External issues 00:03:00 SWOT Analysis 00:06:00 Interested Parties & their Needs & Expectations 00:03:00 KANO Model 00:10:00 Understanding the context - Summary 00:08:00 Choosing your Strategic Objective 00:05:00 Strategic Map Examples-1 00:03:00 Strategic Planning Process 00:06:00 What is a Vision 00:06:00 How to Create a Vision Statement 00:08:00 What is a Mission 00:06:00 SMART GOAL 00:06:00 SMART Goal Example 00:04:00 Strategic Map Examples-2 00:10:00 Context Chapter Summary 00:07:00 Quality Objectives Quality Objectives & Planning 00:05:00 ISO & SMART 00:02:00 Objectives Origin 00:06:00 Objectives Examples 00:07:00 Goal Vs Objective-1 00:07:00 Goal Vs Objective Example 00:02:00 Goal Vs Objective-2 00:10:00 Performance Evaluation Performance Evaluation in ISO 9001:2015 00:10:00 Customer Satisfaction 00:06:00 Analysis & Evaluation 00:12:00 Key Performance Indicators 00:08:00 Dashboard Examples 00:07:00 Management Review Meetings 00:11:00 Improvement 00:16:00 Nonconformity & Corrective Action 00:06:00 Nonconformity & Corrective Action Example 00:06:00 Nonconformity & Corrective Action Origin 00:06:00 Continual Improvement 00:01:00 Analysis Mindset 00:09:00 Quantitative Vs Qualitative 00:16:00 Now What Now What? 00:11:00 Course Summary 00:10:00 Helpful Tools SIPOC 00:06:00 Flowcharts 00:04:00 Control Charts 00:04:00 Cause and Effect Diagram 00:06:00 Pareto Chart 00:07:00 5 WHYs 00:03:00 Other Tools 00:08:00 Finally! 00:01:00 See you soon Bonus Lecture 00:02:00 Assignment Assignment - Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7 04:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

Imagine a future where you navigate the intricate landscape of the UK insurance sector with confidence and expertise. The 'Certificate in Understanding UK Insurance (General, Commercial, Liability, Life) at QLS Level 3' offers a comprehensive exploration into the realms of insurance, covering everything from the foundational principles to specific insurance lines including general, commercial, liability, and life insurance. This course is meticulously designed to equip learners with a profound understanding of the industry's operations within the United Kingdom, addressing key topics such as the underwriting process and insurance fraud. By the end of this educational journey, participants will possess a deep comprehension of both theoretical aspects and real-world applications, paving the way for a successful career in insurance. Tailored to demystify the complexities of the insurance domain, the curriculum is structured to foster a robust knowledge base among students. Through ten meticulously crafted modules, learners will unravel the intricacies of the insurance industry, gain insights into the UK-specific regulations and practices, and understand how to effectively manage and mitigate risks through various insurance products. This enlightening voyage through the course not only prepares individuals for the challenges of the insurance world but also empowers them with the skills to make informed decisions and contribute significantly to their professional environments. Learning Outcomes Acquire a thorough understanding of the insurance sector's structure and significance within the UK context. Grasp the fundamental principles governing the insurance industry and how they apply across different types of insurance. Differentiate between personal and commercial insurance lines, understanding the unique characteristics and requirements of each. Recognise the importance of liability and life insurance, including the key factors that influence policy underwriting and claims. Identify and analyze the implications of insurance fraud, along with strategies for its prevention and control. Why choose this Certificate in Understanding UK Insurance (General, Commercial, Liability, Life) at QLS Level 3 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are 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. Who is this Certificate in Understanding UK Insurance (General, Commercial, Liability, Life) at QLS Level 3 course for? Individuals seeking a foundational yet comprehensive introduction to the UK insurance industry. Professionals aiming to broaden their knowledge across various insurance lines including general, commercial, and liability. Career changers interested in exploring opportunities within the insurance sector. Students and graduates who wish to enhance their employability by acquiring specialized knowledge in insurance. Anyone with a keen interest in understanding the mechanisms of life insurance and its critical role in financial planning. Career path Insurance Broker with an average salary range of £25,000 - £60,000. Underwriting Manager offering earnings between £40,000 and £70,000. Claims Adjuster, with salaries typically ranging from £23,000 to £45,000. Risk Manager, commanding an average income of £35,000 - £70,000. Insurance Analyst, with potential earnings of £30,000 - £50,000. Compliance Officer in the insurance sector, with salaries ranging from £28,000 to £55,000 Prerequisites This Certificate in Understanding UK Insurance (General, Commercial, Liability, Life) at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This course 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 £85 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 Certificate in Understanding UK Insurance (General, Commercial, Liability, Life) at QLS Level 3 Module 01: Insurance Industry 00:30:00 Module 02: The UK Insurance Industry 00:51:00 Module 03: Principles of Insurance 01:05:00 Module 04: General Insurance 00:39:00 Module 05: Personal Lines Insurance 01:24:00 Module 06: Commercial Lines Insurance 01:01:00 Module 07: Liability Insurance 00:47:00 Module 08: Life Insurance 00:39:00 Module 09: Insurance Fraud 00:23:00 Module 10: Underwriting Process 00:13:00 Assignment Assignment - Certificate in Understanding UK Insurance (General, Commercial, Liability, Life) at QLS Level 3 04:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

Overview In the realm of construction and design, the age-old craft of carpentry remains a linchpin. The 'Diploma in Carpentry Course' offers an enlightening journey into the heart of this esteemed profession, beginning with foundational knowledge and progressing through more intricate subjects. Delve into the quintessentials of carpentry, from understanding the importance of different building materials to mastering the precision of floor systems and stair construction. Each module, carefully curated, ensures that learners receive a comprehensive understanding of the carpentry world, honing their craft to a fine edge. Learning Outcomes Gain a foundational understanding of carpentry, its history, and its significance in the modern world. Familiarise oneself with an array of tools, their specific uses, and maintenance procedures. Develop insights into the selection and application of different building materials. Acquire proficiency in constructing varied structures such as walls, roofs, and floors. Understand the principles and techniques behind specialised carpentry tasks like stair and concrete construction. Why buy this Diploma in Carpentry Course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Who is this Diploma in Carpentry Course for? Aspiring carpenters eager to delve into the craft and set a robust foundation. Individuals in the construction industry seeking to broaden their skillset. DIY enthusiasts keen on learning professional techniques. Architecture and design students looking for a deeper understanding of carpentry's applications. Homeowners wishing to undertake home projects with an informed perspective. Prerequisites This Carpentry & Joinery Mastery: Level 3 Accredited Online Diploma for Woodworking Artistry (CPD Certified) was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Carpenter: £25,000 - £35,000 per annum Joiner: £24,000 - £34,000 per annum Site Manager (with carpentry background): £40,000 - £55,000 per annum Construction Project Manager: £45,000 - £65,000 per annum Furniture Designer: £22,000 - £32,000 per annum Building Surveyor: £30,000 - £50,000 per annum Certification After studying the course materials of the Carpentry & Joinery Mastery: Level 3 Accredited Online Diploma for Woodworking Artistry (CPD Certified) there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99. Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 1: Introduction to Carpentry Introduction to Carpentry 00:16:00 Module 2: Tool Checklist and Use Tool Checklist and Use 00:24:00 Module 3: Building Materials Building Materials 00:17:00 Module 4: Adhesives and Fasteners Adhesives and Fasteners 00:22:00 Module 5: Floor Systems Floor Systems 00:18:00 Module 6: Wall Framing Wall Framing 00:16:00 Module 7: Roof Framing and Siding Roof Framing and Siding 00:22:00 Module 8: Windows and Exterior Doors Windows and Exterior Doors 00:20:00 Module 9: Stair Construction Stair Construction 00:14:00 Module 10: Concrete Construction Concrete Construction 00:19:00 Assignment Assignment - Diploma in Carpentry Course 00:00:00

Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 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. Who is this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 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 £85 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 Welcome, Course Introduction & overview, and Environment set-up 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 Essentials 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 Python for Data Analysis using NumPy 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 Python for Data Analysis using Pandas 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 Python for Data Visualization using matplotlib 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 Python for Data Visualization using Seaborn 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 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks 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 Capstone Project - Python for Data Analysis & Visualization 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 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model 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 Python for Machine Learning - scikit-learn - Logistic Regression Model 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 Python for Machine Learning - scikit-learn - K Nearest Neighbors 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 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests 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 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) 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 Python for Machine Learning - scikit-learn - K Means Clustering 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 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) 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 Recommender Systems with Python - (Additional Topic) 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 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) 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 Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

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