In today's media-flooded world, economic insights fill our screens. This A-Level Economics course allows you to grasp a deeper understanding of these discussions, becoming an ever-popular choice for those with aspirations in various sectors. This A-Level Economics course immerses you in dissecting economic issues, evaluating economic data, and articulating coherent ideas and judgements. Your learning journey culminates in an invaluable foundation for future endeavours in finance, banking, or governance. Our Economics A-Level deepens your understanding of the global impact of Economics and the market economy's role in shaping policy, both domestically and internationally. A comprehensive exploration of the European Union will further prepare A-Level Economics learners for a plethora of career opportunities. A-Levels are UK education's golden standard 🥇, recognised by universities and employers alike as a testament to notable accomplishment. Your A-Level demonstrates a thorough understanding of a subject, boosting your career prospects and unlocking new opportunities. Our A-Level Economics course, mapped to the latest specifications, offers you the best chance of success. The course package equips you with everything needed for success: a clear induction, well-structured assignments, and the following benefits: A brand new course, written to the latest specification with dynamic and engaging content Fast track option for exams in 2022 🏎️ Access to a network of partnership exam centres (guaranteed exam venue) 📍 Unlimited tutor support throughout the course 🎓 Exam pass guarantee 🎖️ About the awarding body Awarding body: AQA Our course code: X914 Qualification code: 7136 Awarding body: AQA, recognised globally, taught in 30 countries, and highly esteemed by employers and universities. ⏱ Study Hours Anticipate between 250 and 300 hours of study time, plus additional time for completing assignments. 👩🏫 Study Method Delivered via our online learning platform, the course offers dynamic and engaging materials. If you prefer, you can print your own learning materials. Resources come in various formats including videos, quizzes, and interactive activities. 📆 Course Duration Enjoy unlimited tutor support for up to 24 months post-enrolment. You'll receive login details for MyOxbridge, housing all your learning materials. 📚 Assessment Registration is currently open for summer 2022 examinations. The assessment involves three standard written exams: Standardised Exams - Each lasting for 2 hours, each contributing to 33.3% of your final score. We ensure a hassle-free examination experience by providing guaranteed exam spaces in various centres across the nation. Explore the nearest exam centre to you. 📋 Assignments Throughout the course, you'll need to complete assignments marked by your tutor (TMAs). Though these assignments don't contribute to your final grade, they offer an excellent opportunity to get feedback and monitor your progress as you traverse the course. 🎓 Course Outcomes Upon successful completion of this self-paced learning course, you will earn an A-Level in Economics, certified by AQA. We've opted for this specific syllabus due to its suitability for distance learning. Rest assured, your certificate holds the same credibility as those issued by any other educational institution. ℹ️ Further Information Level of Difficulty - Level 3 Entrance prerequisites - A GCSE or an equivalent qualification in economics or mathematics is advisable for this course. UCAS Points - 56 Course Contents 1. Individuals, Firms, Markets, and Market Failure In the initial phase of the course, delve into the dynamics of markets and market failure. Explore price determination in a competitive marketplace, aspects impacting production, costs, and revenue, and get a glimpse of the national economy from a global perspective. Investigate competitive and concentrated markets, governmental interventions, and the management of macroeconomic performance. 2. The National and International Economy The latter part of the course focuses on economic methodology, the economic dilemma, and the impact of individual economic decisions. Examine the labour market, the uneven distribution of wealth leading to issues like poverty and inequality. Furthermore, study the national and international economy, the circular flow of income, AD/AS analysis, financial markets, and monetary policy. Lastly, delve into fiscal policy and supply-side policies.
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Tired of searching and accumulating all the relevant courses for this specific field? It takes a substantial amount of your time and, more importantly, costs you a fortune! Well, we have just come up with the ultimate solution for you by giving this all-inclusive Building and Quantity Surveyor mega bundle. This 30 courses mega bundle keeps you up-to-date in this field and takes you one step ahead of others. Keeping in mind the latest advancements in this ever-emerging sector, the Building and Quantity Surveyor bundle covers all the state-of-the-art tools and techniques required to become a competent worker in this area. You will encounter specific courses relevant to the sector. We take you from the most introductory fundamentals to advance knowledge in a step-by-step manner. In addition, the Building and Quantity Surveyor bundle also consists of courses related to some soft skills that you will need to succeed in any industry or job sector. This Building and Quantity Surveyor Bundle consists of the following premium courses: Course 01: Building Surveyor Course 02: Quantity Surveyor Training Course 03: Land Surveying Course 04: Construction Site Planning and Managment Course 05: Construction Cost Estimation Diploma Course 06: Construction Safety Diploma Course 07: Leadership Styles Course 08: Workplace First Aid Level 3 Course 09: Workplace Management Training Course 10: COSHH Training for Assessors Course 11: LOLER Training Level 2 Course 12: AutoCAD VBA Programming for Beginners Course 13: AutoCAD Programming using C# with Windows Forms Course 14: Cost Control and Management Training Course 15: Positive Workplace Environment Course 16: Effective Communication Skills for Technical People Course 17: Residential Property Sales Course 18: Public Housing Management Course 19: WELL Building Standard Course 20: Building Design And Construction With LEED V4.1 Course 21: Construction Industry Scheme (CIS) Course 22: Property Management Training Course 23: Property Development Diploma Course 24: Property Law Course 25: Property Business Training - Level 5 Moreover, this bundles include 5 career-focused courses: Course 01: Career Development Plan Fundamentals Course 02: CV Writing and Job Searching Course 03: Interview Skills: Ace the Interview Course 04: Video Job Interview for Job Seekers Course 05: Create a Professional LinkedIn Profile Our cutting-edge learning package offers top-notch digital aid and first-rate tutor support. You will acquire the crucial hard and soft skills needed for career advancement because this bundle has been thoroughly examined and is career-friendly. So don't overthink! Enrol today. Learning Outcomes This unique Building and Quantity Surveyor mega bundle will help you to- Quench your thirst for knowledge Be up-to-date about the latest advancements Achieve your dream career goal in this sector Know the applicable rules and regulations needed for a professional in this area Acquire some valuable knowledge related to Building and Quantity Surveyor to uplift your morale The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your 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. Certificate: PDF Certificate: Free for all 30 courses Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Building and Quantity Surveyor bundle is designed to assist anyone with a curious mind, anyone looking to boost their CVs or individuals looking to upgrade their career to the next level can also benefit from the learning materials. Requirements The courses in this bundle has been designed to be fully compatible with tablets and smartphones. Career path This Building and Quantity Surveyor bundle will give you an edge over other competitors and will open the doors for you to a plethora of career opportunities. 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 (Building Surveyor) 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.
The construction industry is expected to Grow by 4.2% annually over the next five years in the UK alone
Description Parkinson's Disease Awareness Diploma Parkinson's disease, also known as PD, is a disorder that impacts the brain. This causes the individual to suffer from impaired movements, such as stiffness and shaking, that deteriorate with time. More specifically, PD is attributed to when an individual loses nerve cells within the brain's substantia nigra, resulting in reduced dopamine production. Dopamine is a neurotransmitter that is crucial in regulating movement in an individual. Several PD symptoms can be attributed to lowering this neurotransmitter's production. It is indistinct as to what exactly causes Parkinson's disease. Scholars opine that blending genes and the environment increases the odds of falling prey to this condition. An in-depth understanding of the condition and the issues tackled by PD are requisites for providing care. This Parkinson's Disease Awareness Diploma course will illuminate students on the hurdles individuals face with PD and equip them with the best practices to dispense while helping patients overcome those obstacles. People experience Parkinson's Disease in various ways. Although there are many PD symptoms, not all patients will encounter them, and if they do, the symptoms will not automatically occur in the same magnitude and order. PD progresses in typical patterns, which scholars have broken down into stages. PD is chronic and progressive. It influences the brain, which causes a plethora of movement impediments such as stiffness, shaking, and difficulty with balancing, coordination, and walking. Symptoms typically deteriorate as time advances. People may even experience issues with talking. This Parkinson's Disease Awareness Diploma course outlines Parkinson's disease to enable students to understand the condition better. It equips them with the knowledge of its symptoms and ways to identify them. It elucidates the various stages of PD and the way the condition progresses. The course supplies an insight into the practices and approaches to be used while caring for patients ill with PD, both physical and emotional. This informative Parkinson's Disease Awareness Diploma course analyses the causal factors behind the condition, its possible signs, and the process of diagnosing and treating it. You will be acquainted with the impact of the disease on the patient's relationships and everyday life during its initial stages and how those difficulties progress as the condition advances later. This Parkinson's Disease Awareness Diploma course examines and elucidates the methods caregivers adopt while tackling deteriorating symptoms and enlists useful links to accessible resources. This Parkinson's Disease Awareness Diploma course is ideal for those looking to broaden their knowledge about Parkinson's disease and those caring for PD patients who are potential caregivers. Individuals working in the care sector, including but not limited to general practitioners, mental health specialists and healthcare staff, will equally benefit from this course. Additionally, carers working in care facilities and domiciliary situations, managers, family members, relatives and friends of patients will find this course incredibly insightful. What you will learn 1: Parkinson's disease 2: Symptoms and Diagnosis 3: After Diagnosis 4: Treatment plan 5: Cam Therapies and exercise 6: Mental Health and Clinical Trials 7: Maintaining Relationships and Career 8: Advanced PD 9: Caregiver and Financial Health 10: Housing Options Course Outcomes After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college. Assessment Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter. Accreditation Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.
***24 Hour Limited Time Flash Sale*** Construction Site Management Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Are you a professional feeling stuck in your career, struggling to keep up with the ever-changing demands of the industry? Or perhaps you're a beginner, unsure of where to start or how to break into your desired field. Whichever stage you're in, our exclusive Construction Site Management Bundle provides unique insights and tools that can help you achieve your goals. Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Construction Site Management bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. Whether you're looking to advance in your current role or embark on a new career journey, this bundle has everything you need to take your professional life to the next level. But that's not all. When you enrol in Construction Site Management Online Training, you'll receive 30 CPD-Accredited PDF Certificates, Hard Copy Certificates, and our exclusive student ID card, all absolutely free. Courses Are Included In this Construction Site Management Career Bundle: Course 01: Construction Site Management Course 02: Construction Project Management Course 03: Construction Management Level 3 Course 04: Construction Estimation using RSMeans Course Course 05: Introduction to Xactimate: Construction Cost Estimation Course 06: LOLER Training Level 2 Course 07: Positive Workplace Environment Course 08: Construction Industry Scheme (CIS) Course 09: Construction Site Planning and Managment Course 10: Building Surveyor Course 11: AutoCAD VBA Programming for Beginners Course 12: AutoCAD Programming using C# with Windows Forms Course 13: Property Management Training Course 14: Workplace First Aid Level 3 Course 15: Quantity Surveyor Training Course 16: Building Design And Construction With LEED V4.1 Course 17: Effective Communication Skills for Technical People Course 18: Construction Safety Diploma Course 19: Land Surveying Course 20: Property Development Diploma Course 21: Property Business Training - Level 5 Course 22: Residential Property Sales Course 23: WELL Building Standard Course 24: Workplace Management Training Course 25: Cost Control and Management Training Course 26: Public Housing Management Course 27: Property Law Course 28: Construction Cost Estimation Diploma Course 29: COSHH Training for Assessors Course 30: Leadership Styles With Construction Site Management, you'll embark on an immersive learning experience that combines interactive lessons with voice-over audio, ensuring that you can learn from anywhere in the world, at your own pace. And with 24/7 tutor support, you'll never feel alone in your journey, whether you're a seasoned professional or a beginner. Don't let this opportunity pass you by. Enrol in Construction Site Management today and take the first step towards achieving your goals and dreams. Why buy this Construction Site Management? Free CPD Accredited Certificate upon completion of Construction Site Management Get a free student ID card with Construction Site Management Lifetime access to the Construction Site Management course materials Get instant access to this Construction Site Management course Learn Construction Site Management from anywhere in the world 24/7 tutor support with the Construction Site Management course. Start your learning journey straightaway! Construction Site Management premium bundle consists of 30 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Construction Site Management is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience. Certification You have to complete the assignment given at the end of the course. After passing the Construction Site Management exam You will be entitled to claim a PDF & Hardcopy certificate accredited by CPD Quality standards completely free. CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This bundle is ideal for: Students seeking mastery in this field Professionals seeking to enhance their skills Anyone who is passionate about this topic Requirements This bundle require prior experience and is suitable for diverse learners. Career path This Construction Site Management bundle will allow you to kickstart or take your career in the related sector to the next stage. Certificates CPD Accredited Digital certificate Digital certificate - Included CPD Accredited Hard copy certificate Hard copy certificate - Included If you are an international student, then you have to pay an additional 10 GBP for each certificate as an international delivery charge.
**Don't Spend More; Spend Smarter** Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Save Up To £4,169 and get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Elevate your career in real estate with the Estate Agent Diploma - CPD Certified. This comprehensive diploma offers essential knowledge and skills to shine as an estate agent. Whether you're aiming for a new job or seeking a promotion, this course is designed to give you a competitive edge in the real estate industry. Gain the expertise you need to stand out and advance in your career as a proficient estate agent. The Estate Agent Diploma covers a wide range of skills, from fundamental to advanced, ensuring you have a thorough understanding of the real estate market. By mastering various aspects of property sales, management, and client relations, you'll be well-equipped to navigate the complexities of the industry. This diploma not only enhances your professional abilities but also adds significant value to your resume. Throughout the programme, you will develop crucial competencies for success as an estate agent while gaining valuable career insights. You'll build a strong foundation and sharpen your skills, providing you with a clear path for future growth. By the end of the Estate Agent Diploma, you'll be prepared to excel in the competitive real estate sector and achieve your career goals. Along with this Estate Agent Diploma course, you will get 10 premium courses, an original Hardcopy, 11 PDF Certificates (Main Course + Additional Courses) Student ID card as gifts. This Estate Agent Diploma Bundle Consists of the following Premium courses: Course 01: Real Estate Agents | Online Course Course 02: Property Law and Legislation Course 03: Understanding Wills and Probate Laws - Level 2 Course 04: Conveyancing- Online Diploma Course Course 05: Sales: Psychology of Customers Course 06: Social Housing and Tenant Management Level 2 Course 07: Residential Property Sales Course 08: Mortgage Adviser Course Course 09: Customer Service Training Complete Diploma Course 10: Effective Communication Skills Diploma Course 11: Complete Communication Skills Master Class for Life As one of the top course providers in the UK, we're committed to providing you with the best educational experience possible. Our industry experts have designed the Estate Agent Diploma to empower you to learn all at once with accuracy. You can take the course at your own pace - anytime, from anywhere. So, enrol now to advance your career! Key Features of the Course: FREE Estate Agent Diploma - CPD Certified certificate Get a free student ID card with Estate Agent Diploma - CPD Certified training (£10 applicable for international delivery) Lifetime access to the Estate Agent Diploma - CPD Certified course materials The Estate Agent Diploma - CPD Certified program comes with 24/7 tutor support Get instant access to this Estate Agent Diploma - CPD Certified course Learn Estate Agent Diploma - CPD Certified training from anywhere in the world The Estate Agent Diploma - CPD Certified training is affordable and simple to understand Learning Outcomes: Gain a comprehensive understanding of estate agent responsibilities and real estate market dynamics. Master key aspects of property law and legislation affecting real estate transactions. Develop expertise in conveyancing processes and property sales procedures. Understand the psychological principles behind customer behaviour in real estate. Learn effective techniques for managing social housing and tenant relations. Enhance communication skills crucial for estate agents, including customer service and negotiation strategies. Description The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Real Estate 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: Real Estate Agents | Online Course An Introduction Different Types of Estate Agents Getting Started on the Job Listing Property: Finding the Sellers Valuation Process Negotiation Selling Property: Finding the Buyers Letting Property Technologies Regulations 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 (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But with this special offer, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! PS The delivery charge inside the UK 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 Estate Agent Diploma 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 Estate Agent Diploma 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 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 opportunities in the real estate sector: Estate Agent: £25,000 - £40,000 Property Manager: £30,000 - £45,000 Conveyancer: £35,000 - £55,000 Mortgage Advisor: £30,000 - £50,000 Residential Sales Negotiator: £25,000 - £38,000 Customer Service Manager: £30,000 - £50,000 Certificates Certificate of completion Digital certificate - Included
Tired of searching and accumulating all the relevant courses for this specific field? It takes a substantial amount of your time and, more importantly, costs you a fortune! Well, we have just come up with the ultimate solution for you by giving this all-inclusive Property Development & Surveying mega bundle. This 37 courses mega bundle keeps you up-to-date in this field and takes you one step ahead of others. Keeping in mind the latest advancements in this ever-emerging sector, the Property Development & Surveying bundle covers all the state-of-the-art tools and techniques required to become a competent worker in this area. You will encounter specific courses relevant to the sector. We take you from the most introductory fundamentals to advance knowledge in a step-by-step manner. In addition, the Property Development & Surveying bundle also consists of courses related to some soft skills that you will need to succeed in any industry or job sector. This Property Development & Surveying Bundle Consists of the following Premium courses: Course 01: Construction Industry Scheme (CIS) Course 02: Property Development Diploma Course 03: Property Management Training Course 04: Real Estate Investor Level 3 Course 05: Public Housing Management Course 06: Construction Management - Level 5 Diploma Course 07: Building Surveyor Course 08: Property Law Course 09: Contracts Law UK Course 10: Public Speaking Skills - CPD Accredited Course 11: Customer Service Course 12: Document Control and Management Course 13: Fundraising Course 14: Environmental Law & Impact Assessment Course 15: Working at Height Course 16: Effective Communication Skills for Technical People Course 17: Leadership & Management Course 18: Leadership Styles Course 19: Self Confidence & Self Esteem Training Course 20: First Aid at Work Course 21: Decision Making in High Stress Course 22: Contract Management Training UK Course 23: Property Business Training - Level 5 Course 24: Residential Property Sales Course 25: Land Surveyor Course 26: Cost Estimation for Multiplex Building with Xactimate Course 27: UK Land Management Complete Training Course 28: Time Management Training Course 29: Critical Thinking & Problem Solving Course 30: Creative Thinking and Innovation Moreover, this bundles include 7 career-focused courses: Course 01: Career Development Plan Fundamentals Course 02: CV Writing and Job Searching Course 03: Interview Skills: Ace the Interview Course 04: Video Job Interview for Job Seekers Course 05: Create a Professional LinkedIn Profile Course 06: Business English Perfection Course Course 07: Networking Skills for Personal Success Our cutting-edge learning package offers top-notch digital aid and first-rate tutor support. You will acquire the crucial hard and soft skills needed for career advancement because this bundle has been thoroughly examined and is career-friendly. So don't overthink! Enrol today. Learning Outcomes This unique Property Development & Surveying mega bundle will help you to- Quench your thirst for knowledge Be up-to-date about the latest advancements Achieve your dream career goal in this sector Know the applicable rules and regulations needed for a professional in this area Acquire some valuable knowledge related to Property Development & Surveying to uplift your morale The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your 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. Certificate: PDF Certificate: Free for all 37 courses Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 370 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Property Development & Surveying bundle is designed to assist anyone with a curious mind, anyone looking to boost their CVs or individuals looking to upgrade their career to the next level can also benefit from the learning materials. Requirements The courses in this bundle has been designed to be fully compatible with tablets and smartphones. Career path This Property Development & Surveying bundle will give you an edge over other competitors and will open the doors for you to a plethora of career opportunities. 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 (Construction Industry Scheme (CIS)) 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.
The 'Complete Python Machine Learning & Data Science Fundamentals' course covers the foundational concepts of machine learning, data science, and Python programming. It includes hands-on exercises, data visualization, algorithm evaluation techniques, feature selection, and performance improvement using ensembles and parameter tuning. Learning Outcomes: Understand the fundamental concepts and types of machine learning, data science, and Python programming. Learn to prepare the system and environment for data analysis and machine learning tasks. Master the basics of Python, NumPy, Matplotlib, and Pandas for data manipulation and visualization. Gain insights into dataset summary statistics, data visualization techniques, and data preprocessing. Explore feature selection methods and evaluation metrics for classification and regression algorithms. Compare and select the best machine learning model using pipelines and ensembles. Learn to export, save, load machine learning models, and finalize the chosen models for real-time predictions. Why buy this Complete Python Machine Learning & Data Science Fundamentals? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Complete Python Machine Learning & Data Science Fundamentals there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Complete Python Machine Learning & Data Science Fundamentals course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Complete Python Machine Learning & Data Science Fundamentals does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Python Machine Learning & Data Science Fundamentals was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Complete Python Machine Learning & Data Science Fundamentals is a great way for you to gain multiple skills from the comfort of your home. 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 00:08:00 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 Understanding the CSV data file 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using Python Standard Library 00:09:00 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 00:07:00 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 - Python Machine Learning & Data Science Fundamentals 00:00:00