1555 A2 courses delivered Online

This course is designed for complete beginners, where you will develop iPhone applications by building five complete apps using SwiftUI 3 code and Xcode 13. You will not only build the apps but also learn how to submit and upload apps to the App Store and share your creation with the world.

Empower yourself with essential skills to respond to active shooter incidents effectively. This training equips individuals with strategies for threat identification, crisis response, and emergency preparedness, ensuring a safer workplace environment. Ideal for high-risk environments and security professionals.

In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This Video Editing As a Life Skill course will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The Video Editing As a Life Skill course will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to Video Editing As a Life Skill and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited Video Editing As a Life Skill course is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this Video Editing As a Life Skill course. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £4.99 and the hard copy for £9.99. Also, you can order both PDF and hardcopy certificates for £12.99. Career path The Video Editing As a Life Skill will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum Unit 01: Introduction Introduction 00:01:00 Unit 02: Course What Is a Video Editor and How to Become One? 00:06:00 Skills You Need As a Video Editor 00:07:00 Tools You Need As a Video Editor 00:06:00 What's A Good Edit After All? 00:04:00 The Editor's Showreel (Demo Reel, Portfolio) 00:06:00 How Much Should I Charge As A Freelance Editor? 00:05:00 Unit 03: Class Project Class Project 00:02:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This How to Start a Photography Business will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The How to Start a Photography Business will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to How to Start a Photography Business and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited How to Start a Photography Business is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this How to Start a Photography Business. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path The How to Start a Photography Business will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum How to Start a Photography Business Lesson 01: Photography 00:04:00 Lesson 02: Setting up Your Business 00:04:00 Lesson 03: Finding Your Niche 00:08:00 Lesson 04: Competition 00:08:00 Lesson 05: Pricing 00:14:00 Lesson 06: Website 00:17:00 Lesson 07: Blog Marketing 00:06:00 Lesson 08: Social Media Marketing 00:06:00 Lesson 09: Email Marketing 00:06:00 Lesson 10: Finding & Keeping Longterm Customers 00:06:00 Lesson 11: Closing Though 00:03:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Going on the quest for a PR firm is not an easy effort, however, we intend to make it easy for you, and designed this How to Hire a PR Firm course to hook you up with a few essential skills and knowledge that will make it easier to understand the form and approaches for PR firm recruitment. By enrolling in this course, you will grasp the strategies for finding the right PR agency that can promote your stories and proclaimed your message through different methods. Understand the process of selecting the PR firm that has direct experience in your particular market, ensuring how to designed and implement a high-level strategy for your business. Who is this course for? How to Hire a PR Firm is suitable for anyone who wants to gain extensive knowledge, potential experience, and professional skills in the related field. This course is CPD accredited so you don't have to worry about the quality. Requirements Our How to Hire a PR Firm is open to all from all academic backgrounds and there are no specific requirements to attend this course. It is compatible and accessible from any device including Windows, Mac, Android, iOS, Tablets etc. CPD Certificate from Course Gate  At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Nothing Is Better than Hiring the Right PR Firm How to Hire a PR Firm Promo FREE 00:01:00 How to Hire a PR Firm Overview 00:01:00 Making Sure Your PR Firm Understands Your Business Goals 00:04:00 How to Hire a PR Firm Competition PR 00:04:00 How to Hire a PR Firm Budget 00:03:00 How to Kick the Tires of PR Firms How to Hire a PR Firm Meeting Invites 00:04:00 How to Hire a PR Firm Give Budget Guidance 00:01:00 How to Hire a PR Firm The Meeting 00:07:00 How to Hire a PR Firm More Meeting Notes 00:04:00 How to Hire a PR Firm Proposal Request 00:02:00 Building the Best Long-Term PR Firm Relationship How to Hire a PR Firm References 00:04:00 How to Hire a PR Firm Sign Contract 00:03:00 How to Hire a PR Firm How to Work with PR Firm 00:04:00 Conclusion How to Hire a PR Firm conclusion 00:01:00 Feedback 00:01:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This Career Development Masterclass: Become a Copywriter will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The Career Development Masterclass: Become a Copywriter will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to Career Development Masterclass: Become a Copywriter and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited Career Development Masterclass: Become a Copywriter is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this Career Development Masterclass: Become a Copywriter. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path The Career Development Masterclass: Become a Copywriter will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum Section 01: What Niche Best Fits Your Interests Lesson 01: How to Find Your Niche 00:04:00 Lesson 02: How to Find a Niche Market: A Step-By-Step Guide 00:04:00 Lesson 03: The Advantages of Having a Niche Market 00:04:00 Lesson 04: 5 Ways to Research Your Potential Customers 00:03:00 Lesson 05: 5 Simple Steps To Find Your Niche Market 00:04:00 Lesson 06: Ways to Narrow Down Your Niche Market 00:03:00 Section 02: Ways to Hone Your Skills as A Copywriter Lesson 01: 10 Reasons Why People Who Read A Lot Are More Likely To Be Successful 00:04:00 Lesson 02: The Importance of Written Communication Skills 00:04:00 Lesson 03: 5 Reasons why Feedback may be the Most Important 00:04:00 Lesson 04: What Copywriting Certification Programs Can Teach You 00:04:00 Lesson 05: 8 Online Tools That Will Improve Your Writing 00:03:00 Lesson 06: Why Should You Network? 00:04:00 Lesson 07: Why New Writers Should Enter Writing Competitions 00:03:00 Section 03: Communicating with Your Prospect Lesson 01: How To Get The Most Out Of Customer Polls And Surveys 00:04:00 Lesson 02: How to Identify a Target Demographic 00:04:00 Lesson 03: Learn Your Customers Habits 00:03:00 Lesson 04: 11 Ways to Provide Great Customer Service 00:03:00 Lesson 05: Your Small Business Competitors: Where to Learn About Their Customers 00:04:00 Section 04: Expanding Your Business Lesson 01: The Easiest Way to Build Your Business Through Referrals 00:04:00 Lesson 02: What is a Paid Online Advertising Strategy? 00:03:00 Lesson 03: What Is a Portfolio Website and Why You Need It? 00:04:00 Lesson 04: Copywriting for Social Media: 7 Tips to Boost Engagement 00:03:00 Lesson 05: 5 Rules for Customer-Centric Copywriting Your Support Reps Should Use 00:03:00 Section 05: Niches that Copywriters Work In Lesson 01: Break into the Self-Improvement Market 00:04:00 Lesson 02: Fundraising - Selling Your Services to Non-Profit Companies 00:04:00 Lesson 03: Health Copywriting- Working to Improve People's Lives 00:06:00 Lesson 04: Financial Services 00:04:00 Lesson 05: Christian Market - Writing for a Higher Purpose 00:04:00 Section 06: Why Become a Freelance Copywriter Lesson 01: Choose Your Own Working Hours 00:05:00 Lesson 02: The Newbie's Guide to Making the Most of Remote Work 00:04:00 Lesson 03: Copywriter Job Satisfaction: Why Copywriting is a Good Career 00:03:00 Lesson 04: Why Copywriting Helps your Business and Adds Value to your Marketing Assets 00:04:00 Lesson 05: Potential to Earn Higher than Average Income 00:03:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This 20 Keys for Leading a Happy Life course will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The 20 Keys for Leading a Happy Life course will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to 20 Keys for Leading a Happy Life and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited 20 Keys for Leading a Happy Life course is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this 20 Keys for Leading a Happy Life course. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £4.99 and the hard copy for £9.99. Also, you can order both PDF and hardcopy certificates for £12.99. Career path The 20 Keys for Leading a Happy Life will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum Section 01: Introduction Introduction 00:01:00 My Promise to You 00:03:00 Section 02: Key to Happiness Key 1 - Environment 00:10:00 Key 2 - Choices 00:07:00 Key 3 - Disappointments 00:11:00 Key 4 - Other People's Opinion 00:05:00 Key 5 - Perfectionism 00:06:00 Key 6 - Be Positive 00:12:00 Key 7 - Perspective 00:07:00 Key 8 - The World Moves On 00:08:00 Key 9 - Scenarios 00:13:00 Key 10 - The '3 Questions' Method 00:04:00 Key 11 - World Ranking 00:05:00 Key 12 - Social Media, Bullying & Dealing With Difficult People 00:11:00 Key 13 - Work 00:16:00 Key 14 - Variety 00:04:00 Key 15- Block Scheme of Happiness 00:02:00 Key 16- Take Care of Your Home 00:04:00 Key 17- Health 00:07:00 Key 18- Dealing With Complainers 00:04:00 Key 19 - People Like to Talk 00:06:00 Key 20 - Comparing Yourself to Others 00:08:00 Section 03: End Thank You 00:03:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Command attention with our "Public Speaking: Presentations like a Boss" course. Learn powerful techniques to deliver impactful presentations and captivate any audience.

Dog Training Course Overview The Dog Training course is a wonderful learning opportunity for anyone who has a passion for this topic and is interested in enjoying a long career in the relevant industry. It's also for anyone who is already working in this field and looking to brush up their knowledge and boost their career with a recognised certification. This Dog Training course consists of several modules that take around 4 hours to complete. The course is accompanied by instructional videos, helpful illustrations, how-to instructions and advice. The course is offered online at a very affordable price. That gives you the ability to study at your own pace in the comfort of your home. You can access the modules from anywhere and from any device. Why choose this Dog Training course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certification Upon successful completion of the course, you will be able to obtain your course completion PDF Certificate at £9.99. Print copy by post is also available at an additional cost of £15.99 and the same for PDF and printed transcripts. Course Content The Proof Is The Pudding Why Getting 2,8 Week Old Parson Terrier Puppies Changed My Life And My Career 00:03:00 Here's What You'll Get From This Course Here's What You'll Get From This Course 00:04:00 Feeding Time - Aggression And Stealing Food How To Communicate You're In Charge During Feeding Time 00:10:00 How To Stop Food Aggression And Stealing Food 00:08:00 This Dog Is A Professional At Stealing Food, You'll Be Amazed At What He Does! 00:04:00 The Right Way To Greet A Dog And Stop Jumping Up How You Greet Your Dog Says So Much More Than Hello - Here's Why 00:12:00 It's Not As Difficult As You May Think To Do And Makes The World Of Difference 00:05:00 Help! What When Visitors Come Round And Get Jumped On? Here's What To Do 00:05:00 Here's The Right Way For Guests To Enter Your Home And Stop Jumping Up 00:02:00 Separation Anxiety How To Stop Dogs Barking, Chewing, Panting And Pacing When Left Alone 00:13:00 The Time To Get This Right Is When They Are A Puppy - Here's How To Do It 00:02:00 Can You Resolve Separation In Dogs Of All Ages? Yes! Here's How 00:02:00 Dog Language - What They're Really Saying! Is Your Dog Trying To Calm You Down?! Find Out Here 00:09:00 This ONE Technique Works Like Magic With Numerous Unwanted Behaviours 00:10:00 The 3 F's For Dogs And Top Tips 00:11:00 The Answers To 10 Popular Dog Questions You Are Likely To Be Asked Here's The Answers To Frequently Asked Dog Training Questions Numbers 1 and 2 00:09:00 Here's The Answers To Commonly Asked Dog Training Questions Numbers 3 and 4 00:09:00 Here's The Answers To Frequently Asked Dog Training Questions Numbers 5 and 6 00:06:00 Here's The Answers To Top Dog Training Questions 7 and 8 00:09:00 Here's The Answers To Commonly Asked Dog Training Questions 9 and 10 00:08:00 The Answers To 10 Common Puppy Training Questions That You'll Likely To Be Asked Here's The Answers To Commonly Asked Puppy Training Questions Numbers 1 and 2 00:10:00 Here's The Answers To Popular Puppy Training Questions 3 and 4 00:05:00 Here's The Answers To Common Puppy Training Questions Numbers 5 and 6 00:07:00 Here's The Answers To Popular Puppy Training Questions Numbers 7 and 8 00:06:00 Here' The Answers To Common Puppy Training Questions Numbers 9 and 10 00:09:00 Dog Training Consultations With Clients Someone Has Said Yes To A Dog Training Consultation With You - Here's What To Do 00:09:00 Top Tips Of What To Include During Your Dog Training Consultation 00:14:00 **Bonus Video** A Demonstration Of A Real-Life Dog Training Consultation 00:22:00 Agreement Letters To Be Signed After The Consultation 00:06:00 How To Leave A Consultation On A High 00:02:00 Bonus VIdeos Here's How To Integrate Dogs Who Do Not Like Travelling In Cars 00:15:00 Here's How To Best Work With Dogs Who Chase Joggers & Cyclists 00:07:00 How To Best Work With Dogs Who Are Fearful Of Children 00:05:00 Dog Trainer Promo 00:04:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Learning Outcomes After completing this course, learners will be able to: Learn Python for data analysis using NumPy and Pandas Acquire a clear understanding of data visualisation using Matplotlib, Seaborn and Pandas Deepen your knowledge of Python for interactive and geographical potting using Plotly and Cufflinks Understand Python for data science and machine learning Get acquainted with Recommender Systems with Python Enhance your understanding of Python for Natural Language Processing (NLP) Description Whether you are from an engineering background or not you still can efficiently work in the field of data science and the machine learning sector, if you have proficient knowledge of Python. Since Python is the easiest and most used programming language, you can start learning this language now to advance your career with the Data Science And Machine Learning Using Python : A Bootcamp course. This course will give you a thorough understanding of the Python programming language. Moreover, it will show how can you use Python for data analysis and machine learning. Alongside that, from this course, you will get to learn data visualisation, and interactive and geographical plotting by using Python. The course will also provide detailed information on Python for data analysis, Natural Language Processing (NLP) and much more. Upon successful completion of this course, get a CPD- certificate of achievement which will enhance your resume and career. Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment After completing this course, you will be provided with some assessment questions. To pass that assessment, you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. Career Path After completing this course, you can explore various career options such as Web Developer Software Engineer Data Scientist Machine Learning Engineer Data Analyst In the UK professionals usually get a salary of £25,000 - £30,000 per annum for these positions. Course Content Welcome, Course Introduction & overview, and Environment set-up 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 Essentials 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 Python for Data Analysis using NumPy 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 Python for Data Analysis using Pandas 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 Python for Data Visualization using matplotlib 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 Python for Data Visualization using Seaborn 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 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks 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 Capstone Project - Python for Data Analysis & Visualization 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 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model 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 Python for Machine Learning - scikit-learn - Logistic Regression Model 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 Python for Machine Learning - scikit-learn - K Nearest Neighbors 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 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests 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 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) 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 Python for Machine Learning - scikit-learn - K Means Clustering 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 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) 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 Recommender Systems with Python - (Additional Topic) 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 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) 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 Resources - Data Science and Machine Learning using Python : A Bootcamp 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.