51145 Courses

Real Estate: Real Estate Agent, Property Management, Property Development & Marketing 5-in-1 Package Are you looking to excel in the real estate industry? Our all-inclusive 5-in-1 Real Estate bundle course covers everything you need to succeed: Real Estate Agent training, Property Management skills, Property Development insights, and effective Marketing strategies. According to Reed a Real Estate Agent can earn from £45,000 to £55,000 in a year depending on qualification, experience, location and other factors. Transform your career with our expert-led real estate course. Whether you are just starting out or looking to enhance your skills, this course is designed to provide you with the knowledge and tools you need to thrive in the real estate market. Enrol now and take the first step towards a successful career in real estate! Key Features: This Real Estate: Real Estate Agent, Property Management, Property Development & Marketing course comes with: CPD Certified Developed by Specialist Lifetime Access Enrol this 5-in-1 Package This Real Estate: Real Estate Agent, Property Management, Property Development & Marketing course TODAY and Excel in this field. Course Curriculum Real Estate: Real Estate Agent, Property Management, Property Development & Marketing course: Section 1: Foundations of Real Estate 1.1 Real Estate Agent Overview 1.2 Various Real Estate Agent Specializations 1.3 Regulatory Framework for Real Estate Agents Section 2: Starting & Building Your Career as an Agent 2.1 Initiating Your Professional Journey 2.2 Property Listing: Identifying Sellers 2.3 Property Valuation Procedures 2.4 Negotiation Techniques for Real Estate Agents 2.5 Property Sales: Attracting Buyers 2.6 Property Leasing 2.7 Technological Tools for Real Estate Professionals Section 3: Property Management Essentials 3.1 Basics of Property Management 3.2 Legal Considerations in Property Management Section 4: Introduction to Property Development 4.1 Introduction to Property Development 4.2 Diverse Property Types 4.3 Property Research Fundamentals 4.4 Compliance with Building Regulations 4.5 The Planning Phase in Property Development 4.6 Project Management in Property Development Section 5: Financing & Marketing in Real Estate 5.1 Varied Financing Options 5.2 Property Marketing Techniques Learning Outcomes After completing this Real Estate: Real Estate Agent, Property Management, Property Development & Marketing course, you will be able to: Identify diverse roles within the real estate agent profession. Apply techniques for property listing and valuation processes. Understand the legal aspects of property management and ownership. Analyse various property development types and regulatory frameworks. Evaluate different financing options relevant to real estate transactions. Implement marketing strategies specific to the property market. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Real Estate Agent, Property Management, Property Development & Marketing course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Real Estate Agent, Property Management, Property Development & Marketing. Moreover, this course is ideal for: Aspiring real estate agents seeking foundational knowledge. Individuals interested in property management basics. Those exploring property development as a potential career. Individuals keen on understanding real estate financing options and also property development & marketing. Professionals looking to enhance their real estate marketing skills. Requirements There are no requirements needed to enrol into this Real Estate Agent, Property Management, Property Development & Marketingcourse. We welcome individuals from all backgrounds and levels of experience to enrol into this Real Estate: Real Estate Agent, Property Management, Property Development & Marketing course. Career path After finishing this Real Estate Agent, Property Management, Property Development & Marketing course you will have multiple job opportunities waiting for you. Some of the Job sectors of Real Estate Agent, Property Management, Property Development & Marketing are: Property Valuer Letting Agent Property Developer Real Estate Analyst Property Manager Marketing Executive in Real Estate Sector Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.

Overview This comprehensive course on Health & Safety Level 3 will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Health & Safety Level 3 comes with accredited certification from CPD, 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 Health & Safety Level 3. It is available to all students, of all academic backgrounds. Requirements Our Health & Safety Level 3 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 1 sections • 27 lectures • 09:57:00 total length •Module 01: Health and Safety at Work and the Laws: 00:23:00 •Module 02: Managing for Health and Safety: 00:29:00 •Module 03: Risk Assessment and Common Risks: 00:21:00 •Module 04: Accidents and Ill Health at Work: 00:17:00 •Module 05: Incident Management at Work: 00:25:00 •Module 06: Electrical, Fire and Gas Safety: 00:25:00 •Module 07: Measures of Fire Safety: 00:25:00 •Module 08: Fire Emergency: Evacuation Procedures: 00:15:00 •Module 09: The Fire Plan and Safety Arrangements: 00:20:00 •Module 10: Manual Handling Hazards and Injuries: 00:23:00 •Module 11: Controlling and Reducing the Risks: 00:28:00 •Module 12: Safe Lifting Techniques: 00:15:00 •Module 13: Working at Height: 00:22:00 •Module 14: Work at Height Equipment: 00:21:00 •Module 15: Working in Confined Spaces and the Laws: 00:19:00 •Module 16: Control Measures for Working in Confined Spaces: 00:25:00 •Module 17: Emergency Procedures for Working in Confined Spaces: 00:18:00 •Module 18: Safety in Different Work Settings: 00:21:00 •Module 19: Work Equipment Hazards and Risk Control: 00:22:00 •Module 20: Other Health and Safety Hazards at Work: 00:23:00 •Module: 21: Basic First-Aid Techniques: 00:20:00 •Module 22: Dealing with Minor Injuries at Workplace: 00:25:00 •Module 23: Call for an Emergency: 00:10:00 •Module 24: Health Problems Related to Hazardous Substances: 00:29:00 •Module 25: Identifying Hazardous Substances: 00:25:00 •Module 26: Control Measures and Monitoring: 00:29:00 •Module 27: Implementation of Control Measures: 00:22:00

Overview This comprehensive course on Indian Bridal Makeup will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Indian Bridal Makeup comes with accredited certification from CPD, 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 Indian Bridal Makeup. It is available to all students, of all academic backgrounds. Requirements Our Indian Bridal Makeup 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more!   Course Curriculum 3 sections • 24 lectures • 01:44:00 total length •Module 1: Introduction to Indian Bridal Makeup: 00:02:00 •Module 2: Preparing & Priming A Combinational Skintype: 00:03:00 •Module 3: Applying Golden, Copper, Brown Eyeshadow Shades: 00:09:00 •Module 4: Applying Eyeliner on Eyeliner on Eyes with Slightly Hoodedness: 00:03:00 •Module 5: How to Curl Flat Lashes and Apply False Lashes: 00:02:00 •Module 6: Applying a Smoked Out Look on the Lower Lashline & Completing the Eye makeup Look: 00:03:00 •Module 7: Colour Correcting Dark Pigmentations: 00:01:00 •Module 8: Applying Foundation, Highlight & Contour a Medium to Tan Complexions: 00:05:00 •Module 9: Apply Bronzer Correctly: 00:01:00 •Module 10: Applying Cream Blush for More Glow: 00:01:00 •Module 11: Creating the Perfect 3D Glow Effect: 00:01:00 •Module 12: Creating Flawless Natural Looking Eyebrows: 00:02:00 •Module 13: Applying the Perfect Red Ombre Lips: 00:03:00 •Module 14: Fixing the Makeup plus Results & Bridal Photos: 00:02:00 •Module 15: Skincare & Primer: 00:03:00 •Module 16: Create a Smokey Eyeliner: 00:12:00 •Module 17: Applying the Half Cut Crease Technique: 00:08:00 •Module 18: Face Makeup Application: 00:07:00 •Module 19: Cherry Red to Burgundy Ombre Lips & Results: 00:04:00 •Module 20: Skin Prepping & Priming with Different Products: 00:01:00 •Module 21: Master the Cut-Crease Eyemakeup Technique: 00:12:00 •Module 22: Apply Eyeliner & Complete Cut-Crease Eye-Makeup: 00:07:00 •Module 23: Complete the Face Makeup: 00:09:00 •Module 24: Pink to Purple Ombre Lips and Results: 00:03:00

Overview This comprehensive course on Master Spring & Angular Material with a Full Web Application will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Master Spring & Angular Material with a Full Web Application comes with accredited certification from CPD, 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 Master Spring & Angular Material with a Full Web Application. It is available to all students, of all academic backgrounds. Requirements Our Master Spring & Angular Material with a Full Web Application 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 7 sections • 25 lectures • 02:45:00 total length •Module 01: Why this course?: 00:02:00 •Module 02: What will you learn in the course?: 00:02:00 •Module 03: Application demo: 00:06:00 •Module 01: How to setup and run the application: 00:06:00 •Module 01: About the course application: 00:02:00 •Module 02: Used Technologies: 00:02:00 •Module 03: Modeling the application (UML): 00:02:00 •Module 04: The backend architecture: 00:07:00 •Module 05: The frontend architecture: 00:03:00 •Module 01: Create a new spring boot project: 00:05:00 •Module 02: Configure the project: 00:07:00 •Module 03: Coding the REST API: 00:37:00 •Module 04: Adding the Swagger configuration: 00:06:00 •Module 05: Generating the API documentation: 00:15:00 •Module 01: Create a new angular project: 00:08:00 •Module 02: Configure the project: 00:02:00 •Module 03: Generate the API services using the Swagger API Doc: 00:11:00 •Module 04: Create the components: 00:03:00 •Module 05: Create Login / Signup components: 00:15:00 •Module 06: Create the TODO-LIST component: 00:10:00 •Module 07: Create the services: 00:06:00 •Module 08: What is and Why a Guard?: 00:03:00 •Module 09: Add and Configure the Routing: 00:04:00 •Module 01: What comes next?: 00:01:00 •Assignment - Master Spring & Angular Material with a Full Web Application: 00:00:00

Overview This comprehensive course on Selling E-books: The Best Way of Earning Online will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Selling E-books: The Best Way of Earning Online comes with accredited certification from CPD, 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 Selling E-books: The Best Way of Earning Online. It is available to all students, of all academic backgrounds. Requirements Our Selling E-books: The Best Way of Earning Online 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 9 sections • 31 lectures • 01:19:00 total length •Course Overview: 00:02:00 •Introduction: 00:01:00 •Where to get E-books to Sell: 00:01:00 •Sell on eBay: 00:01:00 •Sell on Amazon: 00:01:00 •Sell on WooCommerce: 00:01:00 •Sell on Shopify: 00:01:00 •Sell on E-junkie: 00:01:00 •Sell on other Platforms: 00:01:00 •Create Your eBay Account: 00:01:00 •Change to eBay Business Account: 00:03:00 •Change Your eBay Username: 00:02:00 •Link Paypal to eBay Account: 00:05:00 •Publishing Your E-books on eBay: 00:05:00 •Create Your Amazon Kindle Pub: 00:02:00 •Where to get E-books to Sell: 00:03:00 •Publishing Your E-books Part - 1: 00:04:00 •Publishing Your E-books Part - 2: 00:04:00 •WooCommerce What and Why: 00:02:00 •Sell on WordPress: 00:05:00 •Create Your Shopify Account: 00:05:00 •Publish your E-books on Shopify: 00:03:00 •Getting Orders: 00:01:00 •Create Your Account: 00:02:00 •Link Paypal Account: 00:03:00 •Publishing Your E-books: 00:07:00 •Create Gumroad Account: 00:03:00 •Publishing Your E-books Part - 1: 00:03:00 •Publishing Your E-books Part - 2: 00:04:00 •Sell on other Platforms: 00:02:00 •Assignment - Blogger for Beginners: 00:00:00

Overview This comprehensive course on Uniform System of Accounting for Lodging Industries Part 1 will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Uniform System of Accounting for Lodging Industries Part 1 comes with accredited certification from CPD, 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? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Uniform System of Accounting for Lodging Industries Part 1. It is available to all students, of all academic backgrounds. Requirements Our Uniform System of Accounting for Lodging Industries Part 1 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 6 sections • 24 lectures • 03:44:00 total length •Introduction to the Course: 00:02:00 •Introducing Hotel Operating Structure-Profit Centers: 00:03:00 •Introducing Hotel Operating Structure-Support Centers: 00:03:00 •Explaining the main Profit & Loss Statement: 00:09:00 •Room Profit & Loss - Transient Market Segment: 00:10:00 •Rooms - Group Market Segment Explained: 00:09:00 •Rooms Division - Contract Revenue and Other Room Revenue: 00:06:00 •Other Rooms revenue consideration - Packages Barter Loyalty program: 00:09:00 •Structure of Room Departmental Expenses: 00:09:00 •Labour cost Departments and positions: 00:06:00 •Labour Cost Departments and Positions: 00:05:00 •Other Labour cost items for Room Division: 00:11:00 •Room Expenses A-d: 00:17:00 •Room Expenses E-R: 00:23:00 •Room Expenses S-Z: 00:05:00 •Introduction to Section on Room Statistics: 00:01:00 •Ocupancy Statistcis definitions: 00:24:00 •Formulas for Room Statistics: 00:06:00 •Room Statistics Report to help understand P&L: 00:12:00 •Understanding What Variable Expense Are and Fixed Showing P&L Analysis: 00:17:00 •Closure Video for Rooms Module: 00:01:00 •Room Division Definitions of Revenue and Expenses as Per USALI: 00:36:00 •Rooms P&L Sample: 00:00:00 •Assignment - Uniform System of Accounting for Lodging Industries Part 1: 00:00:00

Building Surveying Training: Building Surveying Course Online Would you like to begin acquiring valuable knowledge that will help you differentiate yourself from your rivals? If so, then our special building surveying course could be your perfect choice! This building surveying course covers construction technology, building pathology, regulations, and inspection. Also, the building surveying course includes maintenance, heritage conservation, BIM, and health and safety. Moreover, the building surveying course describes professional ethics, project management, sustainability, and communication. Students in this building surveying course gain skills in defect recognition, risk evaluation, maintenance planning, and client communication. What are you waiting for, then? Enrol in this building surveying course on building surveys right away. Special Offers of this Building Surveying: Building Surveying Course: This Building Surveying: Building Surveying Course includes a FREE PDF Certificate. Lifetime access to this Building Surveying: Building Surveying Course Instant access to this Building Surveying: Building Surveying Course 24/7 Support Available to this Building Surveying: Building Surveying Course Main Course: Building Surveying Course [ Note: Free PDF certificate as soon as completing Building Surveying Training: Building Surveying Course] Building Surveying Training: Building Surveying Course Online This Building Surveying Training: Building Surveying Course consists of 09 modules. Unlock your potential with our Building Surveying course! Dive deep into Building Surveying principles, practices, and techniques. Master Building Surveying skills that set you apart in the industry. Our Building Surveying course offers hands-on experience and expert guidance in Building Surveying, preparing you for a successful career in Building Surveying. Enroll today! Who is this course for? Building Surveying Training: Building Surveying Course Online Anyone interested in earning a diploma in this field can take this building surveying course. Requirements Building Surveying Training: Building Surveying Course Online To enrol in this Building Surveying Training: Building Surveying Course, students must fulfil the following requirements: Building Surveying: Good Command over English language is mandatory to enrol in our Building Surveying Course. Building Surveying: Be energetic and self-motivated to complete our Building Surveying Course. Building Surveying: Basic computer Skill is required to complete our Building Surveying Course. Building Surveying: If you want to enrol in our Building Surveying Course, you must be at least 15 years old. Career path Building Surveying Training: Building Surveying Course Online This building surveying course provides an exceptional chance to grow professionally and acquire useful skills.

Overview of ChildCare Reveal the world of childcare and shape young lives!  The UK's childcare industry is booming, with over 1.5 million childcare places available nationwide. As demand grows, so do opportunities for skilled professionals. Our ChildCare course equips you with the essential knowledge to nurture tomorrow's generation.  Dive into child development theories, learn effective care techniques, and understand the importance of nutrition and safety. Explore the magic of play and creativity in early years learning. Gain insights into special needs support and child protection protocols. Whether you're a parent, career changer, or passionate about children's welfare, this childcare course opens doors to rewarding paths. From nurseries to schools, your expertise will be invaluable. Join a sector that's not just a job, but a calling. With the UK government investing £3.5 billion in early years education, your skills will be in high demand.  Embrace the ChildCare journey and make a lasting impact on young lives. This comprehensive course is your stepping stone to a fulfilling career in childcare, where every day brings new joys and challenges. Don't miss this chance to become a guardian of childhood - enrol now and start your ChildCare adventure! This ChildCare Course will help you to learn: Understand child development stages and needs. Acquire knowledge of childcare practices and routines. Develop an understanding of healthy lifestyles for children. Learn essential child safety and protection measures. Gain insight into child behaviour, play, and creativity. Develop awareness of early years education and inclusive practice. This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this ChildCare. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the ChildCare course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? Individuals aspiring to work in childcare settings. Parents or carers seeking a deeper understanding of child development. Students considering a career in early years education. Those interested in enhancing their knowledge of child welfare. Requirements You don't need any educational qualification or experience to enrol in the ChildCare 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 course. Career Path Nursery Nurse: £18K to £25K/year. Childminder: £20K to £48K/year. Teaching Assistant: £18K to £28K/year. Early Years Educator: £20K to £30K/year. Children's Centre Worker: £22K to £32K/year. Course Curriculum Module 1: Understanding Child Development Understanding Child Development 00:24:00 Module 2: Caring for Children Care for Children 00:27:00 Module 3: Healthy Food, Healthy living Healthy Food, Healthy Living 00:24:00 Module 4: Keeping Children Healthy & Safe Keeping Children Healthy and Safe 00:32:00 Module 5: Child Protection Child Protection 00:23:00 Module 6: Play, Imagination and Creativity Play, Imagination and Creativity 00:26:00 Module 7: Early Years Provision Early Years Provision 00:19:00 Module 8: Children with Special Needs Children with Special Needs 00:39:00

Overview This comprehensive course on Data Science & Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with Python comes with accredited certification from CPD, 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 Data Science & Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with Python 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 90 lectures • 10:24:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:08:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:07:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00

The Line Management course aims to provide individuals with comprehensive knowledge about the roles, responsibilities, and essential skills necessary to excel as a competent line manager.