24 Hours Left! Don't Let Year-End Deals Slip Away - Enrol Now! Boost Your Career By Enrolling In This Canadian Tax Accounting Bundle To Overcome Your Challenges! Get a Free 1 QLS Endorsed Certificate Course with 10 Additional CPD QS Accredited Bundle Courses In A Single Payment. If you wish to gain a solid and compact knowledge of Canadian Tax Accounting and boost your career, then take a step in the right direction with this industry-standard, comprehensive Canadian Tax Accounting bundle of courses, which are well organised. This Canadian Tax Accounting bundle package includes 1 Premium, The Quality Licence Scheme-endorsed course, 10 additional CPD QS Accredited Certificate courses, with expert assistance, and a FREE courses assessment included. Learn a range of in-demand technical skills to help you progress in your career with 12 months of unlimited access to this bundle of courses. If you enrol in this Canadian Tax Accounting package, you will not be charged any extra fees. This Canadian Tax Accounting Bundle Package includes: This Bundle Package includes: Course 01:Diploma in Canadian Tax Accounting at QLS Level 5 10 Additional Premium CPD Accredited Courses - Course 01: Accountancy Course 02: Xero Accounting - Complete Training Course 03: Payroll Administrator Training Course 04: Financial Analysis Course Course 05: Financial Investigator Course 06: Anti Money Laundering and Fraud Management Course 07: Information Management Course 08: Excel Data Analysis Course 09: GDPR Training Course 10: Time Management Success becomes a lot simpler with this Canadian Tax Accounting bundle package, which allows you to monetise your skills. This Canadian Tax Accounting bundle is appropriate for both part-time and full-time students, and it can be completed at your own pace. This premium Canadian Tax Accounting bundle of courses helps your professional development by receiving an endorsement from the Quality Licence Scheme and CPD QS Accredited Certificate. You'll be able to practice in your own time and speed. The course materials for Canadian Tax Accounting are designed by experts, and you can access them. easily from any of your smartphones, laptops, PCs, tablets, etc. Master the skills. You need to arm yourself with the necessary qualities and explore your career opportunities in relevant sectors. Why Prefer This Canadian Tax Accounting Bundle? You will receive a completely free certificate from the Quality Licence Scheme. Option to receive 10 additional certificates accredited by CPD QS Get a free student ID card! (£10 postal charges will be applicable for international delivery) Engaging voiceover and visual elements for your convenience. Complete the bundle at your own pace. Free assessments and immediate results. 24/7 tutor support. Take a step toward a brighter future! *** Course Curriculum *** The bundle has the following curriculum: >> Diploma in Canadian Tax Accounting at QLS Level 5 << Module 01: Tax System and Administration in Canada Module 02: Tax Planning Principles Module 03: Income Determination and Taxation Module 04: Income From Employment Module 05: Income From Business Module 06: Income From Property Module 07: Capital Gains And Capital Losses Module 08: Introduction to Corporations Module 09: Partnership Businesses Module 10: Limited Partnership & Joint Ventures Module 11: Taxation of Trusts Module 12: GST/HST Module 13: Domestic and International Business Expansion How is the Bundle Assessment Process? We offer an integrated assessment framework to make the process of evaluation and accreditation for learners easier. You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the (QLS Approved Title) exams. Show off Your New Skills with a Certification of Completion After successfully completing the (QLS Approved Title), you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, completely free of charge. To Additional the Quality Licence Scheme Endorsed Certificate, you have to pay the price based on the level of these courses: Level 1 - £59 Level 2 - £79 Level 3 - £89 Level 4 - £99 Level 5 - £119 Level 6 - £129 Level 7 - £139 Certificate Accredited by CPD QS Upon finishing the bundle, you will need to order to receive a certificate accredited by CPD QS that is recognised all over the UK and also internationally. The pricing schemes are - Printed Hardcopy Certificate £29 inside the UK. £39 outside the UK (International Delivery). CPD 260 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This bundle is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want! Requirements No prior background or expertise is required. Career path The bundle aims to help you get the job or even the long-awaited promotion of your dreams. Certificates Canadian Tax Accounting Diploma Course - CPD Certified Hard copy certificate - Included CPD Accredited Certificate Digital certificate - Included Upon successfully completing the Bundle, you will need to place an order to receive a PDF Certificate for each course within the bundle. These certificates serve as proof of your newly acquired skills, accredited by CPD QS. Also, the certificates are recognised throughout the UK and internationally. CPD Accredited Certificate Hard copy certificate - Included International students are subject to a £10 delivery fee for their orders, based on their location.
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Financial administrators play a vital role in maintaining the fiscal health of organisations. As meticulous guardians of financial data, they navigate the intricate landscape of budgets, transactions, and reports. Their expertise ensures streamlined operations and informed decisions. In the UK, financial administration offers promising opportunities, with an average salary of around £25,000 to £35,000 per year. By balancing the books and optimising resources, financial administrators contribute to stability and growth, making numbers tell a story of success. In this dynamic field, your skills can prosper, proving that precision and financial prowess are the keys to unlocking a prosperous future. If you are looking to enhance your Financial Administrator skills, then you have come to the right place. Our comprehensive course on Financial Administrator will assist you in producing the best possible outcome by mastering the Financial Administrator skills. The Financial Administrator course is for those who want to be successful. In the Financial Administrator course, you will learn the essential knowledge needed to become well versed in Financial Administrator. Our Financial Administrator course starts with the basics of Financial Administrator and gradually progresses towards advanced topics. Therefore, each lesson of this Financial Administrator course is intuitive and easy to understand. Financial Administrator Curriculum Breakdown of the Financial Administrator Course Course Outline: Section-1. Introduction Section-2. Profitability Section-3. Return Ratio Section-4. Liqudity Ratio Section-5.Operational Analysis Section-6. Detecting Manipulation Why would you choose the Financial Administrator course from Compliance Central: Lifetime access to Financial Administrator course materials Full tutor support is available from Monday to Friday with the Financial Administrator course Learn Financial Administrator skills at your own pace from the comfort of your home Gain a complete understanding of Financial Administrator course Accessible, informative Financial Administrator learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Financial Administrator Study Financial Administrator in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Financial Administrator Course CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Financial Administrator course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Financial Administrator. It is also great for professionals who are already working in Financial Administrator and want to get promoted at work. Requirements To enrol in this Financial Administrator course, all you need is a basic understanding of the English Language and an internet connection. Career path Financial Analyst: £30,000 to £60,000 per year Financial Controller: £40,000 to £80,000 per year Payroll Administrator: £20,000 to £35,000 per year Budget Analyst: £25,000 to £50,000 per year Accounts Payable/Receivable Clerk: £18,000 to £30,000 per year Compliance Officer: £35,000 to £60,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each
Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Give a compliment to your career and take it to the next level. This Site Management, Construction, Estimation will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this Site Management, Construction, Estimation will help you keep ahead of the pack. The Site Management, Construction, Estimation incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and knowledge, reaching out to the level of expertise required for your position. Further, this Site Management, Construction, Estimation will add extra value to your resume to stand out to potential employers. Throughout the programme, it stresses how to improve your competency as a person in your profession while at the same time it outlines essential career insights in this job sector. Consequently, you'll strengthen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the Site Management, Construction, Estimation, you can equip yourself with the essentials to keep you afloat into the competition. Along with this Site Management, Construction, Estimation course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. This Site Management, Construction, Estimation Bundle Consists of the following Premium courses: Course 01: Construction Site Management Level 4 Course 02: Building Quantity Surveying Training Level 3 Course 03: Land Surveying Course 04: Construction Industry Scheme (CIS) Course 05: Construction Estimation using RSMeans Course 06: Construction Cost Estimation Diploma Course 07: Workplace Safety Course Course 08: Working at Height Awareness Diploma Course 09: Emergency First Aid and Incident Management at Work Course 10: COSHH Training and Safety - Level 2 Course 11: Level 3- Project Management So, enrol this premium Site Management, Construction, Estimation bundle now to advance your career! Curriculum of Site Management, Construction, Estimation Bundle Course 01: Construction Site Management Level 4 Introduction to Construction Management Project Life Cycle and Success Preliminary Site Investigation & Site Organisation Construction Site Layout Planning and Temporary Facilities Management Site Management Planning & Management of Equipment Construction Materials Management Stock Control Quality Assurance and Customer Care Legal Aspects of Contracting Human Resources Management Risk and Value Management Communications, Information and Documentation of Construction Health and Safety in Construction Management ---------- 10 more Site Management, Construction, Estimation courses----------- How will I get my Certificate? After successfully completing the Site Management, Construction, Estimation Bundle courses you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Site Management, Construction, Estimation bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this Site Management, Construction, Estimation Bundle course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Site Management, Construction, Estimation 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 Site Management, Construction, Estimation Bundle course, it can be studied in your own time at your own pace. Career path Having these Site Management, Construction, Estimation Bundle expertises will increase the value in your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Payroll Management) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.
24-Hour Knowledge Knockdown! Prices Reduced Like Never Before The insurance industry in the UK is a pivotal sector, contributing over £35 billion to the economy and employing over 300,000 people. As the demand for comprehensive insurance solutions continues to grow, the need for qualified and knowledgeable insurance agents has never been more significant. Are you ready to embark on a rewarding career path in this dynamic field? This Diploma in Insurance Agent bundle offers a comprehensive education in the intricacies of the insurance industry. From mastering the fundamentals of insurance products and regulations to delving into financial management, tax accounting, and investment strategies, you'll gain a holistic understanding of the financial landscape. Explore the roles of financial advisors, investigative techniques for financial crimes, and the principles of pension planning and investment banking. Additionally, you'll develop expertise in compliance and risk management, ensuring you navigate the complexities of the industry with confidence and integrity. With a single payment, you will gain access to Insurance Agent course, including 10 premium courses, a QLS Endorsed Hardcopy certificate (for the title course) and 11 PDF certificates for Absolutely free. This Insurance Agent Bundle Package includes: Main Course : Diploma in Insurance Agent Training at QLS Level 5 10 Additional CPD Accredited Premium Courses related to Insurance Agent: Course 01: UK Insurance Diploma Course 02: UK Tax Accounting Course 03: Financial Advisor Course 04: Financial Management Course 05: Financial Investigator Course 06: Pension UK Course 07: Investment Banking Course 08: Banking and Finance Accounting Course 09: Financial Crime Consultant Course 10: Compliance and Risk Management Launching your career in insurance opens doors to a stable and rewarding profession. This course provides the foundation you need to build a successful future. Enrol today and take the first step towards becoming a qualified insurance agent! Learning Outcomes of Insurance Agent Explain core insurance principles and various insurance products in the UK market. Analyse client needs and recommend suitable insurance solutions. Conduct risk assessments and navigate the underwriting process. Apply relevant UK regulations and ensure client protection. Develop effective communication and sales skills for a thriving insurance career. Identify and prevent financial crime within the insurance industry. Why Choose Us? Get a Free CPD Accredited Certificate upon completion of Insurance Agent Get a free student ID card with Insurance Agent Training program (£10 postal charge will be applicable for international delivery) The Insurance Agent is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Get Lifetime access to the Insurance Agent course materials The Insurance Agent comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Main Course : Diploma in Insurance Agent Training at QLS Level 5 Module 01: Insurance Industry Module 02: The UK Insurance Industry Module 03: Principles Of Insurance Module 04: General Insurance Module 05: Personal Lines Insurance Module 06: Commercial Lines Insurance Module 07: Liability Insurance Module 08: Marine Insurance Module 09: Life Insurance Module 10: Insurance Fraud Module 11: Underwriting Process Course 01: UK Insurance Diploma Module 01: Definition Of Insurance Module 02: An Overview Of The Insurance Industry In The UK Module 03: Basics Of Insurance Module 04: Principles And Practices Of Insurance Module 05: Insurance Contract: Elements And Clauses Of Insurance Contract Module 06: Home Insurance Module 07: Life And Health Insurance Module 08: Business Insurance Module 09: Vehicle Insurance Module 10: Human Behaviour In Insurance Module 11: Essential Skills For The Insurance Account Manager And Broker Module 12: Underwriting Essentials Module 13: Insurance Fraud Course 02: UK Tax Accounting Module 01: Introduction To Accounting Module 02: Income Statement And Balance Sheet Module 03: Tax System And Administration In The UK Module 04: Tax On Individuals Module 05: National Insurance Module 06: How To Submit A Self-Assessment Tax Return Module 07: Fundamentals Of Income Tax Module 08: Payee, Payroll And Wages Module 09: Value Added Tax Module 10: Corporation Tax Module 11: Double Entry Accounting Module 12: Career As A Tax Accountant In The UK =========>>>>> And 8 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your QLS Endorsed Certificates and CPD Accredited Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*11 = £143) QLS Endorsed Hard Copy Certificate: Free (For The Title Course: Previously it was £119) CPD 255 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Finance enthusiasts Existing insurance staff Sales professionals Career changers Requirements You will not need any prior background or expertise to enrol in this bundle. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Insurance Agent Broker Underwriter Risk Manager Financial Advisor Consultant Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. Diploma in Insurance Agent Training at QLS Level 5 Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee.
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Also, our Human Resources Management experts are available for answering your queries and help you along your learning journey. Advanced audio-visual learning modules of these courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in Human Resources Management, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Human Resources Management Bundle Consists of the following Premium courses: Course 01: HR Management Level 3 Course 02: Recruitment Consultant - Level 4 Course 03: Resourcing and Managing Talent Course Course 04: Payroll Management - Diploma Course 05: Employment Law Level 3 Course 06: Virtual Interviewing for HR Course 07: Performance Management Course 08: Conflict Management Course 09: Preventing Workplace Violence and Harassment Level 3 Course 10: Negotiation Essential Skills - Level 3 Course 11: Equality and Diversity Course 12: Risk Management Course 13: Document Control Course 14: GDPR Data Protection Level 5 Benefits you'll get choosing Apex Learning for this Human Resources Management: Pay once and get lifetime access to 14 CPD courses Free e-Learning App for engaging reading materials & helpful assistance Certificates, student ID for the title course included in a one-time fee Free up your time - don't waste time and money travelling for classes Accessible, informative modules designed by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Human Resources Management expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn from any place in your own time without travelling for classes. Course Curriculum : Course 01: HR Management Level 3 Module 01: Introduction to Human Resource Module 02: Employee Recruitment and Selection Procedure Module 03: Employee Training and Development Process Module 04: Performance Appraisal Management Module 05: Employee Relations Module 06: Motivation and Counselling Module 07: Ensuring Health and safety at the Workplace Module 08: Employee Termination Module 09: Employer Record and Statistics Module 10: Essential UK Employment Law Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 140 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Human Resources Management bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Human Resources Management is fully compatible with PC's, Mac's, laptops, tablets and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so that you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course; it can be studied in your own time at your own pace. Career path Having this various expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (HR Management Level 3) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (HR Management Level 3) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.
Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 19 sections • 99 lectures • 00:08:00 total length •Welcome & Course Overview: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:37:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method ..: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00 •Resources- Python for Data Analysis: 00:00:00
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