32233 Courses in Cardiff delivered Online

These sessions are for everyone who signs up to our Digital Course 'Build a Brand for Your Online Business: 90-Day Jumpstart' These short interactive sessions are help once per-month and give you the chance to ask our team any questions you may have regarding implementing strategy or anything regarding your experience on the course so far!

Learning Outcomes Comprehend the structure and operation of veins, arteries, and capillaries, as well as the anatomy and physiology of the human circulatory system Possess expert knowledge of venipuncture, skin puncture, and blood collection methods, including how to choose the best location, identify the patient and take infection prevention precautions Recognise probable phlebotomy-related problems, such as haematoma formation, nerve damage, and syncope, and take the proper action Understand the laboratory procedures, including the processing, labelling, and storage of blood samples, to ensure accurate and trustworthy results Effectively interact with patients and other healthcare providers while displaying professionalism and empathy at all times Recognise and abide by phlebotomy-related legal and ethical requirements, including patient confidentiality, informed consent, and professional scope Description Develop the competence and confidence to draw out blood without causing any damage to the patient from our comprehensive Phlebotomy Training. This course is created to give students the theoretical understanding and practical abilities required to carry out phlebotomy procedures in a safe, effective, and time-effective manner.  Learners will receive instruction in the anatomy and physiology of the circulatory system, as well as in the principles of infection control, medical terms, and laboratory testing, during this phlebotomy training course. The right methods for venipuncture, dermal puncture, and blood collection will also be taught, along with tips on how to choose the best location, get the patient ready, and handle and transport specimens safely. Learners will also receive instruction in critical communication and patient care skills, including how to build rapport with patients, deal with challenging patients, and handle emergency circumstances. They will also study phlebotomy-related legal and moral concerns, including patient confidentiality, informed consent, and professional scope. In conclusion, taking this phlebotomy training course will be an excellent choice for anyone who wants to work in the medical profession or enhance their career there.  Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of achievement. This certificate will be delivered to your doorstep through the post for £119. An extra £10 postage charge will be required for students leaving overseas.  CPD Accredited Certificate After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment To successfully finish the course, students must take an online automated multiple-choice exam and achieve a minimum score of 60%. Upon passing the exam, students can apply for a certificate of achievement endorsed by the Quality Licence Scheme. Career path In the UK, taking a Phlebotomy Training course can lead to a career as a phlebotomist or a healthcare assistant with phlebotomy skills. The career path for a phlebotomist typically involves the following steps: Entry-level phlebotomist: £16,000 to £22,000. Senior phlebotomist: £22,000 to £28,000. Phlebotomy team leader: £28,000 to £35,000. Phlebotomy manager: £35,000 to £45,000. Course Contents Module 01: Introduction to Phlebotomy Module 02: Blood Circulation, Function, and Composition Module 03: Phlebotomy Equipment Module 04: Routine Venipuncture Module 05: Venipuncture Complications and Pre-Examination Variables Module 06: Dermal Puncture Module 07: Quality Assessment and Management in Phlebotomy Module 08: Special Blood Collection Procedure Module 09: Infection Control and Risk Management

Embark on a transformative journey with our Psychotherapist Training Course. Gain comprehensive skills and insights in psychotherapy, honing your ability to support individuals on their path to mental wellness. Elevate your career with expert-led training, practical tools, and hands-on experience. Start your rewarding journey toward becoming a certified psychotherapist today.

Advanced Diploma in Interior Design Course Overview To become a successful interior designer, creativity is not enough. You must be able to channel your creativity to build efficient, comfortable and beautiful spaces. That requires specialised skills and knowledge. The Advanced Diploma in Interior Design course is here to equip you with those essential knowledge and skills. The Advanced Diploma in Interior Design course will give you a detailed understanding of interior design. It will enrich your understanding of different styling techniques and provide you with the expertise to incorporate them into your designs. In this course, you will learn how to create a beautiful and efficient space within a budget. The informative modules will teach you the strategies for picking up the right furniture and colours. From a child's bedroom to a kitchen, you will develop the expertise to design all sorts of rooms with different types of styles - casual, formal, tropical chic and more. After completing this Advanced Diploma in Interior Design course, you will not only develop your designing skills but also receive a valuable certificate. This certificate will help you in pursuing a career in the design industry. So enrol now and start developing your skills. Learning Outcomes Learn the basic principles of interior designing Develop the expertise to design a space in a budget Understand the techniques of picking up the right pieces of furniture Gain in-depth knowledge of different time periods and their styles Build the skills to design a wide range of rooms Learn how to work with different types of styles like formal, shabby chic, casual and more Who is the Advanced Diploma in Interior Design Course for? This Advanced Diploma in Interior Design course will be highly beneficial for those who wish to pursue a career in the relevant industry. The Advanced Diploma in Interior Design course would be helpful for people with careers in: Designer Home Decorator Home Repair Expert Interior Designer Set Designer  It is also suitable for anyone interested in designing their own homes and offices.  Why Choose this Advanced Diploma in Interior Design Course? Affordable, well-structured and high-quality e-learning study materials Engaging tutorial videos, materials from the industry-leading experts Opportunity to study in a user-friendly, advanced online learning platform Efficient exam systems for the assessment and instant result UK & internationally recognised accredited qualification Access the course content on mobile, tablet, or desktop from anywhere, anytime Excellent career advancement opportunities 24/7 student support via email. Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. A good understanding of the English language, numeracy, and ICT are required to attend this course. Assessment At the end of the course, you will be required to sit for an online multiple-choice test for the old version, and the updated version doesn't include assessment. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Updated Version-Advanced Diploma in Interior Design Section 01: Popular Interior Design Styles and How to Use Them The 3 Types of Style That Influence Interior Design Choices 00:01:00 Art Deco Style 00:03:00 Victorian Style 00:03:00 Scandinavian Style 00:02:00 Modern Style 00:02:00 Contemporary Style 00:03:00 Eclectic Style 00:06:00 Italian Style 00:04:00 French Style 00:05:00 Industrial Style 00:04:00 Country Style: Architectural & Interiors 00:04:00 African Style 00:05:00 Section 02: Design Principles and Elements in Interiors Introduction to Design Principles & The Design Recipe 00:03:00 Design Element: Line 00:05:00 Design Element: Shape 00:03:00 Design Element: Form 00:03:00 Design Element: Colour 00:02:00 Design Element: Texture 00:05:00 Design Element: Space 00:03:00 Design Element: Value 00:01:00 Design Principle: Pattern 00:03:00 Design Principle: Contrast 00:03:00 Design Principle: Emphasis/Focal Point 00:05:00 Design Principle: Balance 00:05:00 Design Principle: Scale/Proportion 00:03:00 Design Principle: Rhythm/Movement 00:03:00 Design Principle: Unity/Harmony 00:01:00 Section 03: Introduction to Colour in Interiors The Impact of Fashion and Colour Trends 00:04:00 Colour Terminology 00:04:00 Colour Basics and Neutral Colours 00:05:00 Warm vs. Cool Colours 00:03:00 Colour Schemes 00:11:00 Colour Ratios and Applications 00:05:00 Using Colour To Trick The Eye 00:04:00 Section 04: Introduction to Space Planning In Interiors Understand why space planning is important to successful interiors 00:01:00 Efficient vs. Poorly Planned Spaces 00:04:00 Types of Building and Space Plans 00:06:00 Open and Closed Planned Spaces 00:04:00 Space Planning and The Design Principles 00:09:00 Tips and Tricks to Space Planning 00:02:00 Section 05: Textiles and Fabrics for Interiors Introduction To Textiles & Fabrics 00:01:00 Natural Fibers and Textiles 00:08:00 Synthetic Fibers and Textiles 00:06:00 Fabric Know Hows 00:10:00 End-Use of Textiles and Fabrics 00:04:00 Selecting and Recommending Textiles and Fabrics 00:04:00 Section 06: Styling and Staging Interior Spaces Introduction to Styling and Staging 00:03:00 Styling Coffee Tables 00:12:00 Styling Side Tables 00:07:00 Styling Servers and Consoles 00:05:00 Styling Dining Room Tables 00:04:00 Styling Book Cases and Display Cases 00:12:00 Styling with Scatter Cushions and Throw Pillows 00:11:00 Styling Seating and Sleeping Areas 00:05:00 Styling Walls with Art and Framing 00:11:00 Order Your Certificates and Transcripts Order Your Certificates and Transcripts 00:00:00 Old Version-Advanced Diploma in Interior Design Interior Design Fundamentals Define a Theme: Contemporary, Cottage, Eclectic, Southwest 01:00:00 Budget Design for Your Living Room, Den or Family Room 01:00:00 Budget Ideas for Kitchen Design 01:00:00 Budget Bedroom Makeover 01:00:00 Closet Cleanups 01:00:00 Need a Home Office? 00:30:00 Camouflage with Paint! 01:00:00 Faux Finishes Are Hot - Bare Walls Are Not! 00:30:00 Window Treatments 01:00:00 Making the Most of Molding 00:30:00 Fabulous Furniture Finds 00:30:00 Decorate With Wallpaper 01:00:00 Freehand or Stencil A Mural Makes the Wall! 01:00:00 Accessorize - Funky Can Be Fun! 01:00:00 Have Some Fun with Fabric! 01:00:00 Interior Decorating Basics HOW TO REARRANGE A ROOM 02:00:00 HOW TO ANALYZE A ROOM AS PROFESSIONALS DO BEFORE YOU 01:00:00 HOW TO CREATE A ROOM 02:00:00 HOW TO DETERMINE CHARACTERS OF HANGINGS AND FURNITURES-COVERING FOR A GIVEN ROOM 01:00:00 CANDLESTICKS, LAMPS, FIXTURES FOR GAS AND ELECTRICITY, AND SHADES 01:00:00 WINDOW SHADES AND AWNINGS 00:30:00 TREATMENT OF PICTURES AND PICTURE FRAMES 01:00:00 TREATMENT OF PIANO CASES 00:15:00 TREATMENT OF DINING-ROOM BUFFETS AND DRESSING-TABLES 00:15:00 TREATMENT OF WORK TABLES, BIRD CAGES, DOG BASKETS AND FISH GLOBES 00:30:00 TREATMENT OF FIREPLACES 00:30:00 TREATMENT OF BATHROOMS 01:00:00 PERIOD ROOMS 01:00:00 PERIODS IN FURNITURE 01:00:00 CONTINUATION OF PERIODS IN FURNITURE 01:00:00 THE GOTHIC PERIOD 00:30:00 THE RENAISSANCE 01:00:00 FRENCH FURNITURE 01:00:00 THE PERIODS OF THE THREE LOUIS 01:00:00 THE MAHOGANY PERIOD 02:00:00 THE COLONIAL PERIOD 00:30:00 THE REVIVAL OF DIRECTOIRE AND EMPIRE FURNITURE 00:30:00 THE VICTORIAN PERIOD 00:30:00 PAINTED FURNITURE 00:30:00 TREATMENT OF AN INEXPENSIVE BEDROOM 01:00:00 TREATMENT OF A GUEST ROOM (Where economy is not an item of importance) 01:00:00 A MODERN HOUSE IN WHICH GENUINE JACOBEAN FURNITURE IS APPROPRIATELY SET 00:30:00 UNCONVENTIONAL BREAKFAST-ROOMS AND SPORTS BALCONIES 01:00:00 SUN-ROOMS 01:00:00 TREATMENT OF A WOMAN'S DRESSING-ROOM 00:30:00 THE TREATMENT OF CLOSETS 00:30:00 TREATMENT OF A NARROW HALL 00:15:00 TREATMENT OF A VERY SHADED LIVING-ROOM 00:15:00 SERVANTS' ROOMS 00:15:00 THE BABY'S ROOMS: THE DAY ROOM, THE NIGHT ROOM 01:00:00 ROOMS FOR THE ELDERLY 01:00:00 A YOUNG GIRL'S ROOM 01:00:00 THE YOUNG BOY'S ROOM 00:30:00 TABLE DECORATION 01:00:00 WHAT TO AVOID IN INTERIOR DECORATION: RULES FOR BEGINNERS 01:00:00 FADS IN COLLECTING 01:00:00 WEDGWOOD POTTERY; OLD AND MODERN 01:00:00 ITALIAN POTTERY 00:15:00 VENETIAN GLASS, OLD AND MODERN 00:30:00 CONCLUSION 00:15:00 Interior Design INTRODUCTION 00:30:00 DO'S AND DON'TS OF DECORATING 01:00:00 GETTING IDEAS 00:15:00 ELEMENTS OF DESIGN 01:00:00 ORGANIZE YOUR IDEAS 01:00:00 DECORATING ON A BUDGET 01:30:00 MINIMALIST STYLE 01:00:00 CASUAL STYLE 00:30:00 FORMAL STYLE 00:30:00 SHABBY CHIC STYLE 00:30:00 PARIS APARTMENT STYLE 00:30:00 FRENCH COUNTRY STYLE 00:30:00 TROPICAL CHIC STYLE 00:30:00 LODGE STYLE 00:30:00 USING WHAT YOU'VE GOT 00:30:00 DECORATING IN A DAY 00:30:00 CHOOSING ART 01:00:00 CONCLUSION 00:15:00 Recommended Reading Recommended Reading: Advanced Diploma in Interior Design 00:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Advanced Diploma in Interior Design 00:30:00 Final Exam Final Exam- Advanced Diploma in Interior Design 00:30:00

About Course Create a safe workspace by increasing and respecting Diversity Equity and Inclusion at Workplace with this online DEI course. In today's global business environment, organizations striving for diversity equity and inclusion at workplace are achieving intended results. They provide proof that diversity, equity, and inclusion are much more than a legal or moral requirement. They're also a competitive advantage. This DEI course outlines the role of corporate policy in promoting cultural, racial, gender or any other differences based on identity in the workforce. Enroll to learn how to participate in constructive conversations on diversity and frame meaningful DEI strategies. Imagine that you work as part of a team with colleagues from different cultural backgrounds. How can your team quickly and seamlessly embrace diversity to boost productivity and have a positive experience? What is meant by 'diversity, equity and inclusion'? This course begins by introducing these interlinked values, commonly referred to as 'DEI'. We show you how to stage engaging and interactive training sessions that help employees to overcome any conflict or issues arising out of differences in culture, beliefs, socio-economic backgrounds, orientation or ideologies.DEI: Not Just a Buzzword, a Blueprint for a Better Workplace This course delivers valuable insights for any professional eager to build a more inclusive environment. However, it truly shines for those in leadership roles like managers and business owners. As the shapers of organizational culture, they'll find the content instrumental in championing DEI values within their teams. What are some examples of biases and stereotypes? This DEI course provides case studies and explains how to overcome prejudice in the workplace. We lay out the components of an inclusive workplace to show you how to establish trust and safety for everyone in your organization. Do you seek to initiate grassroots diversity and inclusion movement at your organization? Or maybe you're simply searching for effective strategies for commencing such initiatives. Whatever your goals, our course can help you to initiate a successful start. How does leadership help diversity? This course discusses the role that managers and leaders can play in championing diversity and inclusion. Our exercises are crafted to cultivate empathy and compassion, enabling you to connect with colleagues on a deeper level. Accordingly, you'll foster self-awareness among your team, encouraging thoughtful reflection and personal growth. While valuable for any professional, this course shines brightest for managers and business owners. As leaders tasked with shaping organizational culture, they will find the content instrumental in championing DEI values within their teams. This DEI sensitivity course provides exercises and techniques you can use to manage conflict and keep your workplace free of identity-related prejudice. Sign up to gain important contemporary skills you can use in any workplace. What Will You Learn? Distinguish between diversity and inclusion and how equity fits into your diversity and inclusion goals Identify the components of an inclusive workplace Discuss the importance of diversity, equity and inclusion in the workplace Analyze issues critical to of diversity, equity and inclusion Discuss various biases and stereotypes that affect workplace productivity Describe the role of leadership in cultivating and supporting a more diverse and inclusive organization Explain how to create a more diverse and inclusive workplace Course Content Introduction to Diversity, Equity, and Inclusion at Work Introduction Diversity, Equity, and Inclusion at Work Diversity, Equity, and Inclusion Diversity, Equity, and Inclusion Understanding Bias and Stereotypes Understanding Bias and Stereotypes Part 1 Understanding Bias and Stereotypes Part 2 Understanding Bias and Stereotypes Part 3 Creating a Safe and Inclusive Workplace Part 1 Part 2 The Role of Leadership in DEI The Role of Leadership in DEI part 1 The Role of Leadership in DEI part 2 DEI Exercises for Workplace Exercise 1 Exercise 2 Exercise 3 Exercise 4 Conclusion and Next Steps Conclusion and Next Steps A course by Xpert Learning Audience Individual contributors and managers interested in getting diversity initiatives started in their organization Executives responsible for strategic culture efforts Team managers and supervisors Anyone interested in creating an inclusive and supportive culture that promotes equal opportunities and treatment of employees

Be prepared to save lives with our Emergency First Aid Course. Learn essential skills to respond effectively to medical emergencies, including CPR, wound care, and managing choking incidents. Whether you're a healthcare professional, workplace safety officer, or concerned citizen, this course equips you with the knowledge and confidence to handle critical situations with competence and composure. Enroll now and become a certified first aider, ready to provide immediate assistance when it matters most.

Build your knowledge of carpentry from the ground up with our CPD Accredited Carpentry Course, designed for those keen to explore the structure, tools, and methods that form the backbone of this timeless trade. Whether you’re fascinated by woodwork or looking to sharpen your understanding of the craft’s key principles, this course delivers essential insights without the sawdust. Learn at your own pace through expertly crafted modules that break down the subject into digestible, engaging lessons. This course doesn’t assume you’ve held a hammer before, nor does it expect you to know your dovetail from your dowel. Instead, it guides you through the theories, techniques, and traditional knowledge that have supported centuries of construction and craftsmanship. Ideal for enthusiasts, DIY hobbyists, or those looking to add CPD credits to their portfolio, this online learning experience offers the perfect balance of structure and style—minus the splinters. No overalls required. Alongside the lessons, you also get a certificate for free after passing the course for all your career advancement needs. With tutor support, a money-back guarantee and CPD QS certification, there's no better course out there for you to learn about Carpentry - CPD Accredited. Enrol now and we'll see you in class. P.S. - there's a full curriculum breakdown given in the description section below. Check it out if you want more information about the course and the topics it covers. Course Curriculum: Module 01: Introduction to Carpentry Module 02: Tool Checklist and Use Module 03: Building Materials Module 04: Adhesives and Fasteners Module 05: Floor Systems Module 06: Wall Framing Module 07: Roof Framing and Siding Module 08: Windows and Exterior Doors Module 09: Stair Construction Module 10: Concrete Construction Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing Carpentry - CPD Accredited course. For each test, the pass mark will be set to 60%. Accredited Certificate After successfully completing this Carpentry - CPD Accredited course, you will qualify for the CPD Quality Standards (CPD QS) certified certificate from Training Express. CPD 10 CPD hours / points Accredited by The CPD Quality Standards Who is this course for? The Carpentry - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Carpentry - CPD Accredited training.

Learn to Drive Traffic into Sales through Digital Marketing Course Overview This course on "Learn to Drive Traffic into Sales through Digital Marketing" provides learners with the essential skills to effectively use digital marketing strategies to attract, engage, and convert online traffic into sales. Covering key areas such as SEO, social media marketing, content creation, and email marketing, the course equips learners with the knowledge to optimise digital campaigns and enhance business visibility. The course is designed for individuals seeking to master digital marketing techniques to increase online sales and drive business growth. By the end of the course, learners will have a comprehensive understanding of traffic generation strategies and how to convert them into tangible business results. Course Description In this course, learners will explore various digital marketing techniques aimed at driving traffic to websites and converting that traffic into sales. Topics include SEO fundamentals, social media marketing strategies, email marketing campaigns, and creating compelling content. The course provides a structured approach to understanding how to leverage these strategies effectively, using data analytics to track and improve performance. Learners will gain the ability to create digital marketing plans, monitor campaign success, and optimise strategies to enhance online sales. The course is designed for those who want to advance their digital marketing skills and improve conversion rates, whether for personal projects or within their professional roles. Learn to Drive Traffic into Sales through Digital Marketing Curriculum Module 01: Introduction to Digital Marketing Module 02: SEO Strategies for Traffic Growth Module 03: Social Media Marketing for Engagement Module 04: Email Marketing to Convert Leads Module 05: Creating Content that Converts Module 06: Analytics and Campaign Optimisation (See full curriculum) Who is this course for? Individuals seeking to increase their online sales through digital marketing. Professionals aiming to enhance their digital marketing knowledge and career prospects. Beginners with an interest in driving business growth via online channels. Entrepreneurs wanting to optimise their digital marketing efforts. Career Path Digital Marketing Specialist SEO Manager Social Media Manager Content Marketing Strategist Email Marketing Coordinator E-commerce Manager

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

Overview This comprehensive course on Math Tricks & Shortcuts will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Math Tricks & Shortcuts 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 Math Tricks & Shortcuts. It is available to all students, of all academic backgrounds. Requirements Our Math Tricks & Shortcuts 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 15 sections • 90 lectures • 14:24:00 total length •Lecture 1 Introduction: 00:02:00 •Lecture 2 Lines and Angles (Basics): 00:07:00 •Lecture 3 Parallel lines (Basics): 00:06:00 •Lecture 4 Practice Problems 1 (Lines and Angles): 00:06:00 •Lecture 5 Triangles (Basics): 00:11:00 •Lecture 6 Practice Problems 2 (angle sum and exterior angle Property): 00:10:00 •Lecture 7 Pythagoras Theorem: 00:13:00 •Lecture 8 Inequalities in Triangles: 00:06:00 •Lecture 9 Sine and Cosine Rule: 00:12:00 •Lecture 10 Median, Altitude, Angle bisector: 00:06:00 •Lecture 11 Practice Problems 3: 00:11:00 •Lecture 12 Properties of Medians: 00:09:00 •Lecture 13 Practice Problems 4: 00:07:00 •Lecture 14 Properties of Equilateral Triangles: 00:04:00 •Lecture 15 Some special Quadrilaterals: 00:08:00 •Lecture 16 Polygons-interior angles, diagonals etc.: 00:08:00 •Lecture 17 Angle Bisector Theorem: 00:07:00 •Lecture 18 Congruent Triangles: 00:06:00 •Lecture 19 Similar Triangles: 00:14:00 •Lecture 20 Practice Problems 5: 00:10:00 •Lecture 21 Circle: 00:10:00 •Lecture 22 Cyclic Quadrilateral _ Tangent to circle: 00:07:00 •Lecture 23 Areas of Parallelogram & Triangle 1: 00:10:00 •Lecture 24 Areas of Parallelogram _ Triangle 2: 00:10:00 •Lecture 25 Practice Problems based on Areas 1: 00:05:00 •Lecture 26 Practice Problems based on Areas 2: 00:12:00 •Lecture 27 Mensuration Formulae: 00:07:00 •Lecture 28 Practice problems on 2-d figures: 00:11:00 •Lecture 29 Assignment (Video) on 2 - d figure: 00:02:00 •Lecture 30 Areas related to the circle: 00:06:00 •Lecture 31 Practice questions on areas related to circle: 00:10:00 •Practice Test (Geometry): 00:02:00 •Lecture 32 What is Unit Digit: 00:04:00 •Lecture 33 How to find unit digit of numbers with exponents: 00:10:00 •Lecture 34 Practice Problems based on Unit Digit: 00:08:00 •Lecture 35 Simplifications based on Percentages: 00:11:00 •Lecture 36 Simplification based on Exponents: 00:12:00 •Lecture 37 Fastest method of finding square roots: 00:12:00 •Lecture 38 Fastest method of finding cube roots: 00:03:00 •Lecture 39 Simplification based on square and cube roots: 00:16:00 •Lecture 40 Simplification Problems: 00:26:00 •Lecture 41 Simplification problems Type 1: 00:08:00 •Lecture 42 Simplification problems Type 2: 00:08:00 •Lecture 43 Simplification problems Type 3: 00:08:00 •Lecture 44 Simplification problems Type 4: 00:07:00 •Lecture 45 Finding smallest and greatest from difficult exponents: 00:08:00 •Lecture 46 What is Digital sum: 00:05:00 •Lecture 47 How to apply Digital sum technique in different operations: 00:14:00 •Lecture 48 Simplification problems using Digital sum -1: 00:07:00 •Lecture 49 Simplification problems using Digital sum -2: 00:06:00 •Lecture 50 Resources download 1: 00:48:00 •Lecture 51 Problems based on persons, days, work and hours: 00:12:00 •Lecture 52 Short cut formulas for most common problems: 00:11:00 •Lecture 53 Problems based on Two Persons: 00:06:00 •Lecture 54 Problems based on three Persons: 00:10:00 •Lecture 55 Based on Efficiency: 00:13:00 •Lecture 56 Complex problems on Efficiency: 00:10:00 •Lecture 57 Fraction of work: 00:07:00 •Lecture 58 Leaving and Joining - 1: 00:06:00 •Lecture 59 Leaving and Joining - 2: 00:08:00 •Lecture 60 Men, women and boys: 00:05:00 •Lecture 61 Work and wages: 00:11:00 •Lecture 62 Resources download 1: 00:20:00 •Lecture 63 Basics of pipes and cisterns: 00:06:00 •Lecture 64 Pipes and cisterns - Type 1: 00:07:00 •Lecture 65 Pipes and cisterns - Type 2: 00:04:00 •Lecture 66 Pipes and cisterns - Type 3: 00:07:00 •Lecture 67 Pipes and cisterns - Type 4: 00:06:00 •Lecture 68 Pipes and cisterns - Type5: 00:05:00 •Lecture 69 Speed, Distance and Time Resources download: 00:32:00 •Lecture 70 Basic Concepts and simple problems: 00:10:00 •Lecture 71 Problems based on average speed: 00:07:00 •Lecture 72 Problems of finding Distance: 00:13:00 •Lecture 73 Practice Problems 1: 00:10:00 •Lecture 74 Practice Problems 2: 00:08:00 •Lecture 75 Practice Problems 3: 00:07:00 •Lecture 76 Boats and Streams: 00:18:00 •Lecture 77 Basics of Boats and streams: 00:10:00 •Lecture 78 Finding speed of boat or stream: 00:13:00 •Lecture 79 Problems based on finding Distance: 00:06:00 •Lecture 80 Latest Problems on Boat and cisterns: 00:11:00 •Lecture 81 Percentage Basics 1: 00:10:00 •Lecture 82 Percentage Basics 2: 00:04:00 •Lecture 83 Fractional Values of Percentages: 00:09:00 •Lecture 84 Simplification using fractional values of Percentages-1: 00:06:00 •Lecture 85 Simplification problems of Percentage 2: 00:05:00 •Lecture 86 Article for Resources: 00:24:00 •Lecture 87 Problems based on Marks in examination: 00:15:00 •Lecture 88 Problems based on Price and Quantity 1: 00:08:00 •Lecture 89 Problems based on Price and Quantity 2: 00:08:00