26431 FA courses in Cardiff delivered On Demand

Overview of Xero Accounting and Bookkeeping Online The Xero Accounting and Bookkeeping Online course is perfect for anyone who wants to learn how to manage business finances using one of the most popular accounting tools in the UK. Xero is trusted by over 3.5 million users around the world, and more UK businesses are choosing it every day. With many companies moving away from paper-based accounting, learning how to use Xero gives you a real advantage in today’s job market. This Xero Accounting and Bookkeeping Online course teaches you how to use the software from start to finish. You will learn how to set up your account, send sales invoices, match bank transactions, track inventory, handle payroll, and submit VAT returns. The course is designed to be easy to follow, even if you’re new to accounting. By the end, you’ll know how to manage a company’s books in a smart and simple way. With over £3.7 billion spent on accounting services every year in the UK, there is a growing demand for people who can work with cloud accounting tools. The Xero Accounting and Bookkeeping Online course helps you build the skills that many employers are looking for. Whether you want to work in an office or start your own bookkeeping service, this course can help you move forward. This Xero Accounting and Bookkeeping Online Course will help you to learn: Set up and use Xero Accounting and Bookkeeping Online the right way Create and manage invoices and bills with ease Match bank transactions automatically or by hand Track inventory for products, services, and fixed assets Handle payroll tasks and send VAT returns digitally Create useful financial reports to support smart business choices Who Is This Course for? Small business owners and entrepreneurs who want better control over their finances Finance and accounting staff who want to learn Xero Accounting and Bookkeeping Online Bookkeepers who want to update their knowledge with the latest Xero tools Office staff who work with accounts, invoices, or bank records Anyone who wants to build a career in accounting or finance using practical Xero skills Process of Evaluation After studying the Xero Accounting and Bookkeeping Online, your skills and knowledge will be tested with an MCQ exam or assignment. 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 Xero Accounting and Bookkeeping Online, you can order your CPD Accredited Digital / PDF Certificate for £5.99. (Each) Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. (Each) Shipping Charges: Inside the UK: £3.99 International: £10.99 Requirements You don't need any educational qualification or experience to enrol in the Xero Accounting and Bookkeeping Online course. Career Path Completing the Xero Accounting and Bookkeeping Online course can lead to roles such as: Bookkeeper – £22,000 to £35,000 per year Accounts Assistant – £20,000 to £28,000 per year Financial Administrator – £24,000 to £32,000 per year Accounts Payable/Receivable Clerk – £21,000 to £30,000 per year Xero Certified Advisor – £30,000 to £45,000 per year Course Curriculum Introduction Introduction 00:02:00 Getting Started Introduction - Getting Started 00:01:00 Signing up to Xero 00:04:00 Quick Tour of Xero 00:12:00 Initial Xero Settings 00:13:00 Chart of Accounts 00:14:00 Adding a Bank Account 00:08:00 Demo Company 00:04:00 Tracking Categories 00:07:00 Contacts 00:12:00 Invoices and Sales Introduction - Invoices and Sales 00:01:00 Sales Screens 00:04:00 Invoice Settings 00:13:00 Creating an Invoice 00:18:00 Repeating Invoices 00:07:00 Credit Notes 00:06:00 Quotes Settings 00:03:00 Creating Quotes 00:07:00 Other Invoicing Tasks 00:03:00 Sending Statements 00:03:00 Sales Reporting 00:05:00 Bills and Purchases Introduction - Bills and Purchases 00:01:00 Purchases Screens 00:04:00 Bill Settings 00:02:00 Creating a Bill 00:13:00 Repeating Bills 00:05:00 Credit Notes 00:06:00 Purchase Order Settings 00:02:00 Purchase Orders 00:08:00 Batch Payments 00:12:00 Other Billing Tasks 00:02:00 Sending Remittances 00:03:00 Sending Remittances 00:03:00 Purchases Reporting 00:05:00 Bank Accounts Introduction - Bank Accounts 00:01:00 Bank Accounts Screens 00:07:00 Automatic Matching 00:04:00 Reconciling Invoices 00:06:00 Reconciling Bills 00:03:00 Reconciling Spend Money 00:05:00 Reconciling Receive Money 00:04:00 Find and Match 00:04:00 Bank Rules 00:09:00 Cash Coding 00:03:00 Remove and Redo vs Unreconcile 00:04:00 Uploading Bank Transactions 00:07:00 Automatic Bank Feeds 00:06:00 Products and Services Introduction - Products and Services 00:01:00 Products and Services Screen 00:02:00 Adding Services 00:03:00 Adding Untracked Products 00:03:00 Adding Tracked Products 00:07:00 Fixed Assets Introduction - Fixed Assets 00:01:00 Fixed Assets Settings 00:06:00 Adding Assets from Bank Transactions 00:06:00 Adding Assets from Spend Money 00:05:00 Adding Assets from Bills 00:02:00 Depreciation 00:04:00 Payroll Introduction - Payroll 00:01:00 Payroll Settings 00:15:00 Adding Employees 00:18:00 Paying Employees 00:10:00 Payroll Filing 00:04:00 VAT Returns Introduction - VAT Returns 00:01:00 VAT Settings 00:02:00 VAT Returns - Manual Filing 00:06:00 VAT Returns - Digital Filing 00:06:00 Assignment Assignment - Xero Accounting and Bookkeeping Online 00:00:00 Recommended Materials Workbook - Xero Accounting and Bookkeeping Online 00:00:00

Overview of Computer Networks Security Join our Computer Networks Security course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Computer Networks Security course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Computer Networks Security course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Computer Networks Security Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Computer Networks Security. 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 Computer Networks Security 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? This Computer Networks Security is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Computer Networks Security 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 The certification and skills you get from this Computer Networks Security Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors.   Course Curriculum Introduction Introduction 00:10:00 Section 01: An Introduction to Computer Networks 1.1 Computer Network 00:11:00 1.2 Computer Network Topologies 00:11:00 1.3 Categories of Computer Network 00:10:00 1.4 Computer Network Devices 00:11:00 1.5 Transmission Media 00:09:00 Section 02: ISO/OSI Model 2.1 ISO/OSI Model 00:10:00 2.2 Application, Presentation, and Session Layers 00:12:00 2.3 Transport and Network Layers 00:11:00 2.4 Data Link and Physical Layers 00:09:00 2.5 ISO/OSI Model in Action 00:10:00 Section 03: TCP/IP Protocols 3.1 Introduction to Computer Networks Protocols 00:11:00 3.2 IP Protocol 00:13:00 3.3 TCP and UDP Protocols 00:12:00 3.4 Application Protocols 00:12:00 3.5 TCP/IP Characteristics and Tools 00:11:00 Section 04: Wireless Networks 4.1 Wireless Networks Benefits 00:09:00 4.2 Types of Wireless Networks 00:12:00 4.3 Wireless Networks Protocol (Wi-Fi) 00:07:00 4.4 Wireless Networks Devices 00:10:00 4.5 Wireless Networks Drawbacks 00:09:00 Section 05: Network Security 5.1 Security Goals 00:09:00 5.2 Securing the Network Design 00:10:00 5.3 TCP/IP Security and Tools 00:12:00 5.4 Port Scanning and Tools 00:11:00 5.5 Sniffing and Tools 00:10:00 Section 06: Firewalls and Honeypots 6.1 Reasons to Use Firewall 00:13:00 6.2 Firewalls Rules 00:11:00 6.3 Firewalls Filtering 00:09:00 6.4 Honeypots 00:07:00 6.5 Bypassing Firewalls 00:08:00 Section 07: Intrusion Detection and Prevention System 7.1 Intrusion Detection System: IDS 00:11:00 7.2 Network IDS: NIDS 00:06:00 7.3 NIDS Challenges 00:09:00 7.4 Snort as NIDS 00:08:00 7.5 Intrusion Prevention Systems: IPS 00:07:00 Section 08: Wireless Network Security 8.1 Wired Equivalent Privacy WEP Attacking 00:11:00 8.2 WPA and AES Protocols 00:09:00 8.3 Wireless Security Misconceptions 00:09:00 8.4 Wireless Attacks and Mitigation 00:09:00 8.5 Secure Network Design with Wireless 00:09:00 Section 09: Physical Security and Incident Handling 9.1 Physical Security Objectives 00:11:00 9.2 Physical Threats and Mitigation 00:11:00 9.3 Defense in Depth (DiD) 00:07:00 9.4 Incident 00:06:00 9.5 Incident Handling 00:14:00 Section 10: Network Security: Conclusion 10.1 Confidentiality, Integrity, and Availability (CIA) 00:06:00 10.2 Assets, Threats, and Vulnerabilities 00:04:00 10.3 Risks and Network Intrusion 00:06:00 10.4 Common Attacks 00:09:00 10.5 Security Recommendations 00:06:00

The Risk Management course is designed to provide learners with in-depth knowledge of the financial risks that organisations face and how to mitigate them. It includes a comprehensive overview of how financial risk arises and the risk management process, ideal for business owners and anyone looking to develop expert competency in this field.  Through instructor-led guidance, you will learn how to implement a secure risk management plan for your organisation, developing the core skills needed to identify, analyse, evaluate, monitor and treat different types of financial risk. You will become an expert in measuring the effectiveness of continuous improvement to ensure the standards and best practices are upheld. What's more, you'll have the expertise to minimise threats and maximise opportunities that will see your company thrive. This course is Quality Licence Scheme endorsed, providing you with up-to-date strategies and information ideal for anyone looking to take their career to the next level. Learning Outcomes: Have an excellent understanding of how financial risk arises Understand the concepts, objectives and standards of risk management Learn the fundamental steps involved in the risk management process Familiarise with the different classifications and types of financial risk Know exactly how risk management benefits and protects an organisation Identify the key components of enterprise risk management (ERM) Become an expert in identifying, analysing, evaluating, monitoring and treating risk Know how to measure the effectiveness of continuous improvement Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £119. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment In order to ensure the Quality Licensing scheme endorsed and CPD acknowledged certificate, learners need to score at least 60% pass marks on the assessment process. After submitting assignments, our expert tutors will evaluate the assignments and give feedback based on the performance. After passing the assessment, one can apply for a certificate. Who is this course for? This risk management training course is ideal for business owners and anyone looking to establish a career in this field. There are no specific entry requirements for this course, which is open to both part-time and full-time learners. Study at your own pace, in your own time, from any device with an internet connection. Career Path On successful completion, learners will have the practical skills and knowledge to identify, monitor and treat risk effectively, with the credentials to kickstart a career in any of the following professions:  Senior Risk Manager Project Manager Head of Risk & Compliance Head of Risk

Overview of Xero Accounting and Bookkeeping Online Join our Xero Accounting and Bookkeeping Online course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Xero Accounting and Bookkeeping Online course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Xero Accounting and Bookkeeping Online course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! Get a quick look at the course content: This Xero Accounting and Bookkeeping Online Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Xero Accounting and Bookkeeping Online. 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 Xero Accounting and Bookkeeping Online 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? This Xero Accounting and Bookkeeping Online is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Disclaimer Please be aware that this Xero Accounting and Bookkeeping Online is not certified or endorsed by Xero. Completing this course will not grant you any Xero certificate, certification, or badge. However, you will receive a CPD QS certificate upon completion of the course. Requirements You don't need any educational qualification or experience to enrol in the Xero Accounting and Bookkeeping Online 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 The certification and skills you get from this Xero Accounting and Bookkeeping Online Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Introduction Introduction 00:02:00 Getting Started Introduction - Getting Started 00:01:00 Signing up to Xero 00:04:00 Quick Tour of Xero 00:12:00 Initial Xero Settings 00:13:00 Chart of Accounts 00:14:00 Adding a Bank Account 00:08:00 Demo Company 00:04:00 Tracking Categories 00:07:00 Contacts 00:12:00 Invoices and Sales Introduction - Invoices and Sales 00:01:00 Sales Screens 00:04:00 Invoice Settings 00:13:00 Creating an Invoice 00:18:00 Repeating Invoices 00:07:00 Credit Notes 00:06:00 Quotes Settings 00:03:00 Creating Quotes 00:07:00 Other Invoicing Tasks 00:03:00 Sending Statements 00:03:00 Sales Reporting 00:05:00 Bills and Purchases Introduction - Bills and Purchases 00:01:00 Purchases Screens 00:04:00 Bill Settings 00:02:00 Creating a Bill 00:13:00 Repeating Bills 00:05:00 Credit Notes 00:06:00 Purchase Order Settings 00:02:00 Purchase Orders 00:08:00 Batch Payments 00:12:00 Other Billing Tasks 00:02:00 Sending Remittances 00:03:00 Sending Remittances 00:03:00 Purchases Reporting 00:05:00 Bank Accounts Introduction - Bank Accounts 00:01:00 Bank Accounts Screens 00:07:00 Automatic Matching 00:04:00 Reconciling Invoices 00:06:00 Reconciling Bills 00:03:00 Reconciling Spend Money 00:05:00 Reconciling Receive Money 00:04:00 Find and Match 00:04:00 Bank Rules 00:09:00 Cash Coding 00:03:00 Remove and Redo vs Unreconcile 00:04:00 Uploading Bank Transactions 00:07:00 Automatic Bank Feeds 00:06:00 Products and Services Introduction - Products and Services 00:01:00 Products and Services Screen 00:02:00 Adding Services 00:03:00 Adding Untracked Products 00:03:00 Adding Tracked Products 00:07:00 Fixed Assets Introduction - Fixed Assets 00:01:00 Fixed Assets Settings 00:06:00 Adding Assets from Bank Transactions 00:06:00 Adding Assets from Spend Money 00:05:00 Adding Assets from Bills 00:02:00 Depreciation 00:04:00 Payroll Introduction - Payroll 00:01:00 Payroll Settings 00:15:00 Adding Employees 00:18:00 Paying Employees 00:10:00 Payroll Filing 00:04:00 VAT Returns Introduction - VAT Returns 00:01:00 VAT Settings 00:02:00 VAT Returns - Manual Filing 00:06:00 VAT Returns - Digital Filing 00:06:00 Assignment Assignment - Xero Accounting and Bookkeeping Online 00:00:00 Recommended Materials Workbook - Xero Accounting and Bookkeeping Online 00:00:00

The Mental Health and Adolescent Course provides a solid foundation of knowledge to start a career in mental health and especially focus on the common issues that children and teenagers experience as they grow up. Start a career that will see you make a real difference to the lives of children and teenagers. 10% of children and young people have a clinically diagnosable mental health problem in the UK. Therefore, it's vital that future generations have access to entrusted mental health experts. Enrol on this course to kickstart your career in the mental health sector. Please note: This course only gives you the theoretical knowledge that you need to excel in this field. This Mental Health and Adolescent Course doesn't entitle you to practise as an expert in this specific field. What to Expect from the Mental Health and Adolescent Course: Get a solid introduction to mental health, with a focus on mental health in young people. Learn how to improve mental health awareness. Study child psychology and discover the different stages of child development. Discover the importance of attachment and relationship building in childhood. Explore the factors that influence development in children and young people. Focus on mental health problems in children and young adults. Learn about children with special needs or disabilities and how to support them. An overview of common mental health treatment and medicine. Why Choose this Course? Earn a digital Certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full tutor support on weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99.00. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate of Achievement from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment To successfully complete the course, students will have to take an automated multiple-choice exam. This exam will be online and you will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for Quality Licence Scheme endorsed certificate of achievement. To verify your enhanced skills in the subject, we recommend that you also complete the assignment questions. These can be completed at any time which is convenient for yourself and will be assessed by our in-house specialised tutors. Full feedback will then be given on your current performance, along with any further advice or support.

Overview of Observation Skills for Carers Join our Observation Skills for Carers course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Observation Skills for Carers course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Observation Skills for Carers course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Observation Skills for Carers Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Observation Skills for Carers. 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 Observation Skills for Carers 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? This Observation Skills for Carers is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand. On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don’t have the time to devote to traditional education. Requirements You don’t need any educational qualification or experience to enrol in the Observation Skills for Carers 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 The certification and skills you get from this Observation Skills for Carers Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors.

Overview of Data Science & Machine Learning with Python Join our Data Science & Machine Learning with Python course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Data Science & Machine Learning with Python course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Data Science & Machine Learning with Python course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Data Science & Machine Learning with Python Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Data Science & Machine Learning with Python. 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 Data Science & Machine Learning with Python 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? This Data Science & Machine Learning with Python is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Data Science & Machine Learning with Python 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 The certification and skills you get from this Data Science & Machine Learning with Python Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00

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