996 Curve courses in Cardiff delivered On Demand

Overview   With the ever-increasing demand for Data Driven Marketing in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Data Driven Marketing may be.   Learning about Data Driven Marketing or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Data Driven Marketing. That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Data Driven Marketing is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates.   The self-paced online learning methodology by compete high in this Advanced Digital Marketing & Data course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course!   Instead of searching for hours, enrol right away on this Advanced Digital Marketing & Data course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run.   Who is this course for?   While we refrain from discouraging anyone wanting to do this Advanced Digital Marketing & Data course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Data Driven Marketing, Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Data Driven Marketing, Anyone looking for a certificate of completion on doing an online training on this topic, Students of Data Driven Marketing, or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity   Career Path   This Advanced Digital Marketing & Data course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.  Course Curriculum Module 1: Programmatic Marketing Programmatic Marketing 00:00 Module 2: First Party Data and CRM First Party Data and CRM 00:00 Module 3: Search and Social Media Search and Social Media 00:00

Overview With the ever-increasing demand for Google Adsense Online Course in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Google Adsense Online Course may be. Learning about Google Adsense Online Course or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Google Adsense Online Course . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Google Adsense Online Course is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Google Adsense Online Course course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Google Adsense Online Course course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Google Adsense Online Course course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Google Adsense Online Course , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Google Adsense Online Course , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Google Adsense Online Course , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Google Adsense Online Course course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.  Course Curriculum Chapter 1_Introduction Introduction 00:00 Chapter 2_The Basics Of Adsense The Basics Of Adsense 00:00 Chapter 3_Adsense Tips _ Tricks Adsense Tips _ Tricks 00:00

Overview With the ever-increasing demand for Professional Barista Training Diploma in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Professional Barista Training Diploma may be. Learning about Professional Barista Training Diploma or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Professional Barista Training Diploma . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Professional Barista Training Diploma is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Professional Barista Training Diploma course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Professional Barista Training Diploma course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Professional Barista Training Diploma course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Professional Barista Training Diploma , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Professional Barista Training Diploma , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Professional Barista Training Diploma , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Professional Barista Training Diploma course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Module 1_ Introduction to Coffee Introduction to Coffee 00:00 Module 2_ Espresso Fundamentals Espresso Fundamentals 00:00 Module 3_ Milk Steaming and Texturing Milk Steaming and Texturing 00:00 Module 4_ Specialty Coffee Drinks Specialty Coffee Drinks 00:00 Module 5_ Coffee Shop Operations Coffee Shop Operations 00:00

Overview With the ever-increasing demand for Private Detective Training in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Private Detective Training may be. Learning about Private Detective Training or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Private Detective Training . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Private Detective Training is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Private Detective Training course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Private Detective Training course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Private Detective Training course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Private Detective Training , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Private Detective Training , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Private Detective Training , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Private Detective Training course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Module 1_ Introduction to Detective Work Introduction to Detective Work 00:00 Module 2_ Criminal Investigation Criminal Investigation 00:00 Module 3_ Criminal Profiling Criminal Profiling 00:00 Module 4_ Surveillance and Surveillance Techniques Surveillance and Surveillance Techniques 00:00 Module 5_ Forensics and Crime Scene Investigation Forensics and Crime Scene Investigation 00:00

Overview With the ever-increasing demand for Military History in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Military History may be. Learning about Military History or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Military History . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Military History is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Military History course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Military History course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Military History course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Military History , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Military History , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Military History , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Military History course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Module 1 Ancient Warfare Ancient Warfare 00:00 Module 2 Mediaeval Warfare Mediaeval Warfare 00:00 Module 3 The American Revolution and the Emergence of Modern Warfare The American Revolution and the Emergence of Modern Warfare 00:00 Module 4 The Napoleonic Wars The Napoleonic Wars 00:00 Module 5 The Second World War and the Rise of Modern Military Power The Second World War and the Rise of Modern Military Power 00:00

Overview With the ever-increasing demand for Job interview in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Job interview may be. Learning about Job interview or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Job interview . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Job interview is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Job interview course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Job interview course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Job interview course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Job interview , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Job interview , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Job interview , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Job interview course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.    Course Curriculum Module 1 How to get the interview.docx How to get the interview.docx 00:00 Module 2 How should I act.docx How should I act.docx 00:00 Module 3 Dos and Don_ts.docx Dos and Don_ts.docx 00:00 Module 4 Relevant questions for Interviewer and Interviewee.docx Relevant questions for Interviewer and Interviewee.docx 00:00

Overview   With the ever-increasing demand for Remote Businesses in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Remote Businesses may be.   Learning about Remote Businesses or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Remote Businesses. That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Remote Businesses is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates.   The self-paced online learning methodology by compete high in this How to integrate your remote business with Facebook course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course!   Instead of searching for hours, enrol right away on this How to integrate your remote business with Facebook course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run.   Who is this course for?   While we refrain from discouraging anyone wanting to do this How to integrate your remote business with Facebook course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Remote Businesses, Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Remote Businesses, Anyone looking for a certificate of completion on doing an online training on this topic, Students of Remote Businesses, or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity   Career Path   This How to integrate your remote business with Facebook course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.    Course Curriculum Module 01- Introduction to Workplace Introduction to Workplace 00:00 Module 02- Introduction to Creator Studio Introduction to Creator Studio 00:00 Module 03- Introduction to Facebook Messenger Marketing Introduction to Facebook Messenger Marketing 00:00

Overview With the ever-increasing demand for Basics of Website Development in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Basics of Website Development may be. Learning about Basics of Website Development or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Basics of Website Development . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Basics of Website Development is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Basics of Website Development course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Basics of Website Development course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Basics of Website Development course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Basics of Website Development , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Basics of Website Development , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Basics of Website Development , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Basics of Website Development course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.  Course Curriculum Chapter 1 Sales Letter Websites Chapter 1 Sales Letter Websites 00:00 Chapter 3 Adsense Websites Chapter 3 Adsense Websites 00:00 Chapter 2 Content Driven Websites Chapter 2 Content Driven Websites 00:00

The process of building and maintaining a good and healthy employee and supervisory relationship is an ongoing process. Along with building relationships, performance coaching is a great way to develop new skills and talents. Our Performance Coaching bundle can help you take your career to the next level. Performance coaching can be a great asset in developing a healthy competitive workplace environment. At the same time, it can be used to develop and hone the various necessary skills that are essential in order to give the required push to your career. So, whether to just hone your skills or to get ready for the upcoming promotion you are aiming for, developing the essential skills is always a good idea. Our Performance Coaching course bundle can guide and train you in all the necessary skills you might need to get ahead of the curve in your workplace. All the courses in this Performance Coaching bundle are well-researched and thoroughly detailed. This comprehensive course bundle can be just the thing to reach your next professional milestone. Along with this Performance Coaching course, you will get 10 premium courses, an originalhardcopy, 11 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This Performance Coaching Bundle Consists of the following Premium courses: Course 01: Performance Coaching Course 02: Performance Management Course 03: Coaching & Mentoring Course 04: Leadership & Management Diploma Course 05: Workplace Confidentiality Course 06: People Management Skills Level 3 Course 07: Emotional Intelligence and Human Behaviour Course 08: Sales: Psychology of Customers Course 09: Time Management Course 10: Effective Communication Skills Course 11: Motivation Skills Key features of this Performance Coaching course: This Performance Coaching bundle is CPD QS Accredited Learn from anywhere in the world Lifetime access Performance Coaching is entirely online 24/7 Learner support The Performance Coaching bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Performance Coaching expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn Performance Coaching from any place in your own time without travelling for classes. Enrol now in Performance Coaching to advance your career, and use the premium study materials from Apex Learning. This Performance Coaching bundle entails 11 essential courses that can accelerate your career forward. Learning these skills will not only be beneficial for now, but they will also help you in every professional move you might make in the future. This Performance Coaching bundle consists of the following courses: Course 01: Performance Coaching Module 01: Introduction Module 02: The Coach/Client Relationship Module 03: Coaching and Mentoring Models Module 04: Ethical Aspects of Coaching and Mentoring Module 05: Effective Communication Skill Module 06: Personal Skills Module 07: Management Skills Module 08: Organisational Skills Module 09: Motivation and Mindset Module 10: Key Themes of NLP Module 11: The Relationship Between Stress and Performance: The Inverted-U Theory Module 12: Leadership Under Pressure Module 13: Setting Up as a Coach Course 02: Performance Management Section 01: Introduction Section 02: Performance Section 03: Key Performance Indicators Section 04: Reporting Section 05: Rewarding Section 06: Conclusion Course 03: Coaching & Mentoring Module 1: Introduction Module 2: Coaching and Mentoring: Objectives & Processes Module 3: Ethical Aspects of Coaching and Mentoring Module 4: Coaching and Mentoring Models Module 5: Effective Communication Skills Module 6: Personal Skills Module 7: Management Skills Module 8: Functional Skills Course 04: Leadership & Management Diploma Understanding Management and Leadership Leadership Theories Motivating Employees Organisational Skills Talent Management Succession Planning Business Process Management Communication Skills Negotiation Techniques Managing Meetings and Giving Feedback Managing Change Time Management Stress Management Emotional Intelligence in Leadership Managing Conflict Dealing with Office Politics Risk Management Corporate Responsibility and Ethics And Much More... Course 05: Workplace Confidentiality Module 01: Introduction to workplace confidentiality Module 02: Business Etiquettes and Types of Confidentiality Module 03: The Importance of Confidentiality Module 04: Confidentiality with Co-workers Module 05: Preventing Confidentiality Breach Module 06: How Employers Can Protect Confidential Information Course 06: People Management Skills Level 3 Course 07: Emotional Intelligence and Human Behaviour Course 08: Sales: Psychology of Customers Course 09: Time Management Course 10: Effective Communication Skills Course 11: Motivation Skills CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? You don't need any previous training or training materials to finish the Performance Coaching course bundle. This Performance Coaching course is designed for: Students Academics of all background Office workers Corporate Job Holders Requirements Our Performance Coaching bundle is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. Career path Completing the Performance Coaching Course bundle can open up various exciting career opportunities in sectors, such as: Business & Management Admin Accountancy & Finance Secretarial & PA Teaching & Mentoring The average salary for a Management Accountant can be £22,000- £55,000 per annum for anyone residing in the United Kingdom. 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 (Performance Coaching) 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 Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join today! 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? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:04:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:06:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00