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Overview of Data Science & Machine Learning with Python Join our Data Science & Machine Learning with Python course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Data Science & Machine Learning with Python course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Data Science & Machine Learning with Python course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Data Science & Machine Learning with Python Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Data Science & Machine Learning with Python. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Data Science & Machine Learning with Python course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Data Science & Machine Learning with Python is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Data Science & Machine Learning with Python course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Data Science & Machine Learning with Python Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00

Soap Making: Soap Making Online Unleash Your Creativity with Handmade Soap Making Are you ready to embark on a journey of creativity, self-expression, and luxurious self-care? Look no further! Our Handmade Soap Making course is here to elevate your soap-making skills to new heights. Through this Handmade Soap Making: Soap Making course you will learn the secrets of soap making that have been passed down through generations. The Handmade Soap Making course covers a wide range of topics from the basics of soap making to advanced techniques. Handmade soap making isn't just about creating soap bars; it's about expressing your creativity and style. Throughout the Handmade Soap Making: Soap Making course, you will have the freedom to experiment with different soup ingredients. Upon completing the Handmade Soap Making course, you will receive a prestigious Certificate of Achievement. The Handmade Soap Making: Soap Making certification will demonstrate your mastery of the craft. This Handmade Soap Making certification not only acknowledges your skills but also opens doors to potential entrepreneurial opportunities. Don't miss this opportunity to delve into the world of Handmade Soap Making! Enrol in our exclusive Handmade Soap Making: Soap Making course today and embark on a journey that will bring joy, relaxation, and a sense of accomplishment. ***Others Benefits of this Soap Making: Soap Making Course Free One PDF Certificate Access to Content - Lifetime Exam Fee - Free Free Retake Exam [ Note: A free PDF certificate will provide as soon as completing the Soap Making: Soap Making course ] Soap Making: Soap Making Online Detailed course curriculum of Soap Making Course Module 1: Introduction Module 2: Basics Of Soap Making Module 3: Easy Soap-Making Recipes For Beginners Module 4: More Fun Soap Recipes Module 5: Exciting Soap Recipes To Try Module 6: Advanced Soap Making Module 7: Best Practices and Final Touches Assessment Method of Soap Making After completing each module of the Soap Making: Soap Making Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification of Soap Making After completing the MCQ/Assignment assessment for this Soap Making: Soap Making course, you will be entitled to a Certificate of Completion from Training Tale. Who is this course for? Soap Making: Soap Making Online This Handmade Soap Making course is ideal for seasoned soap makers. The Handmade Soap Making course is also suitable for complete beginners who want to learn more about this subject. Requirements Soap Making: Soap Making Online There are no specific requirements for this Soap Making: Soap Making Course because it does not require any advanced knowledge or skills. Career path Soap Making: Soap Making Online This Soap Making: Soap Making Online course certification and skills can help you advance your career and gain expertise in a variety of fields, allowing you to apply for top jobs in related fields. Certificates Certificate of completion Digital certificate - Included

Do you love to write? Do you want to write something creative and useful in your own style and help your readers to learn something new?  In this digital era, people love to learn on the internet. A good read always attracts more readers. If you want to be a successful blogger, you need to know the basics of how to write a blog and more. In this Blogging Course Level 3, you'll learn appropriate blogging skills which will help your blog to be unique, engaging and entertaining.  Besides, you'll learn some techniques to promote your blog, which is very crucial for becoming a successful blogger. Furthermore, you'll learn how to write problem-solving blogs and attract more people to get success in a very short time.  If you want to get a broad understanding of blogging, improve your professional skills and improve your chances of better-earning potential, why not give this course a try. Why Choose this Course? Earn a digital Certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design Blogging Course Level 3 provides a wealth of knowledge in blog writing and promoting your blogs. This is a well-structured course which is suitable for anyone interested in blogging. 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.  We broke down the course into several manageable modules which we believe will assist you to grasp each concept more efficiently - from the fundamentals to the most advanced aspects of the course. We teach through a combination of: Video lessons Online study supplies Mock tests Multiple-choice evaluation Certification After completing the course successfully, you'll get an e-certificate. If you desire a print copy of the certificate, we can send it to you by post. For this, you will need to pay a minute amount of additional cost, which is £9.99 and PDF Certificate is available at £4.99. Who is this course for? Blogging Course Level 3 is suitable for anyone who wants to gain extensive knowledge, potential experience, and professional skills in the related field. Industry experts designed this course so you don't have to worry about the quality. Most importantly, this course does not require any experience or qualification to get enrolled. You will learn everything that is needed from this complete blogging course. This is an excellent opportunity for all students from any academic backgrounds to learn more and advance their learning, launch a new career or reinvigorate an existing one.

Today’s customer doesn’t just buy — they decide, they compare, they vanish, and sometimes return. Understanding why that happens isn’t guesswork; it’s analytics. This Customer Analytics Training Course offers a focused and strategic route into the heart of customer behaviour, turning complex data into easy decisions. You’ll learn how patterns emerge from clicks, purchases, and preferences — all while brushing up on the skills that companies value when making smarter business moves. The course demystifies customer data without blinding you with science. Expect to explore customer segmentation, predictive modelling, data visualisation, churn analysis, and behavioural insights — all explained with clarity and a touch of dry wit. Whether you're managing customer relations, handling data reports, or just want to know what makes customers tick (and when they stop ticking), this course is your route to sharper thinking and sharper results. It’s digital, flexible, and structured with a clear purpose: to turn numbers into narrative and strategy into sense. Learning Outcomes: Understand the basics of customer analytics and customer life cycle Develop effective customer onboarding and activation strategies Use cross-selling techniques to increase customer retention Measure the effectiveness of marketing campaigns using campaign analytics Use customer analytics to drive marketing strategies and improve customer experience Our Customer Analytics Training course is designed to help you gain a deeper understanding of customer analytics and develop effective marketing strategies. With 6 comprehensive modules, you will learn how to develop effective customer onboarding and activation strategies, use cross-selling techniques to increase customer retention, measure the effectiveness of marketing campaigns, and use customer analytics to improve the customer experience. This course is perfect for anyone looking to enhance their understanding of customer analytics and take their marketing campaigns to the next level. Whether you are a business owner, marketer, or digital strategist, this course will help you master the skills you need to make informed marketing decisions and drive results. Customer Analytics Training Course Curriculum Section 01: Basics Of Customer Analytics And Customer Life Cycle Section 02: Customer Onboarding Section 03: Customer Activation Section 04: Cross Selling Section 05: Campaign Life Cycle Section 06: Conclusion How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Business owners who want to understand their customers' behavior better Marketers who want to optimise their marketing campaigns Digital strategists who want to gain a deeper understanding of customer analytics Students who want to explore the field of customer analytics Professionals who want to enhance their data analysis skills Career path Customer Analyst: £20,000 - £40,000 Digital Marketing Specialist: £25,000 - £50,000 Marketing Manager: £30,000 - £60,000 Senior Digital Strategist: £40,000 - £80,000 Head of Marketing: £60,000 - £120,000 Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

Do you love your ride? And also passionate about motorbikes? You can turn your passion into your profession. The Diploma in Motorbike Maintenance Course is a wonderful learning opportunity for anyone who is eager to learn about Motorbike Maintenance and is interested in enjoying a long career as a Motorbike Mechanic.  Motorcycle maintenance can be a tricky task, but if you know your stuff, you'll truly enjoy it. This comprehensive course will help you to learn every ins and outs of this industry and could be a great leap for newcomers. It's also for anyone who is already a Motorbike Mechanic and looking to brush up their knowledge and boost their career with a recognised certification.  This Diploma in Motorbike Maintenance Course consists of several modules that take around 3 hours to complete. The course is accompanied by helpful illustrations and advice. Learning Outcomes Learn about the basics of engine Get familiar with the engine cooling and lubrication You'll also get a broad knowledge about Ignition and Suspension Understand the intake, fuel, clutch, and exhaust system in details Learn about the electrical and brake maintenance You'll also learn about the transmission, frame, and steering Get a proper knowledge of troubleshooting Course Design This Motorbike Mechanic course is delivered through our online learning platform, accessible through any internet-connected device. No formal deadlines or teaching schedules are included, that aids a flexible study plan.  We broke down the course into several manageable modules which we believe will assist you to grasp each concept more efficiently - from the fundamentals to the most advanced aspects of the course. The experts will teach you through a combination of: Online study materials Mock exams Multiple-choice assessment Who is this course for This is the best online motorcycle maintenance certification course and suitable for anyone who wants to gain extensive knowledge, potential experience, and professional skills in the related field. Industry experts designed this course, so you don't have to worry about the quality. Why Choose this Course? Earn a digital Certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full tutor support on weekdays Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £69. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate of Achievement from Janets 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. Why study this course You will learn everything that is needed regarding motorbike maintenance. This is an excellent opportunity for anyone from any academic backgrounds to learn more and advance their learning, launch a new career or reinvigorate an existing one. Requirements This course is open to all, with no formal entry requirements. All you need is a passion for learning, a good understanding of the English language, numeracy and IT, and to be over the age of 16. Career Path Training offered by the motorcycle maintenance and repair course could potentially benefit a range of roles, but would particularly enhance careers in- Motorbike Mechanic Motorcycle Maintenance Technician Other related professional roles

Take your Python programming knowledge several notches higher with this advanced training course designed for learners who already speak Python fluently—but want to speak it better. This course delves into deeper aspects of the language, brushing aside the basics and stepping into the more elegant, expressive, and efficient use of Python. From working confidently with decorators, generators, and closures, to understanding asynchronous programming and advanced data structures—this course is tailored for those who want their code to do more, with less. Python may be known for its simplicity, but once you scratch beneath the surface, there’s an entire world of finesse waiting to be explored. Whether you’re brushing up for senior-level roles, fine-tuning your automation skills, or aiming to make your code leaner and smarter—this course offers a structured approach to tackling the tricky bits of Python with a touch of confidence and a dash of clarity. Let’s just say, if Python had an upper crust, you’re about to join it. Learning Outcomes: Gain a deeper understanding of advanced-level Python concepts. Learn how to work with files and handle advanced file operations. Discover how to create and use Python classes to write efficient and maintainable code. Understand how to use library functions to streamline your workflow and take your Python development skills to the next level. Learn how to use Python to build real-world projects and applications. The Python Advanced Training course is designed to provide you with the skills and knowledge you need to become a proficient Python developer. Whether you're a beginner or an experienced programmer looking to enhance your Python skills, this course is perfect for you. Starting with the basics of file handling and moving on to more advanced topics, such as classes and library functions, this course covers everything you need to know to become a master Python developer. You'll learn how to handle advanced file operations, create and use Python classes to write efficient and maintainable code and use library functions to streamline your workflow and take your Python development skills to the next level. Python Advanced Training Course Curriculum Section 01: Introduction Section 02: File Handling Section 03: Python Classes Section 04: Library Functions How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Python developers who want to expand their knowledge of advanced Python concepts. Programmers who want to enhance their Python skills and build real-world projects. Entrepreneurs who want to develop their own Python-based applications. Students who want to enhance their Python skills and prepare for a career in programming. Anyone who wants to take their Python programming skills to the next level. Career path Python Developer: £28,000 - £55,000 Data Analyst: £24,000 - £45,000 Software Engineer: £28,000 - £60,000 Technical Lead: £40,000 - £90,000 Chief Technology Officer: £90,000 - £250,000 Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

Delving into the world of medical coding can feel like navigating a maze, especially when it comes to inpatient records. That’s where our Medical Coding Inpatient Training: DRG-PCS Course steps in — giving you the clarity and structure you need to interpret Diagnosis-Related Groups (DRGs) and Procedural Coding System (PCS) codes with confidence. This training is designed for those looking to gain a solid understanding of inpatient medical coding without the fluff or filler. Everything you need, nothing you don’t. Whether you’re aiming to sharpen your coding knowledge or deepen your familiarity with ICD-10-PCS and DRG grouping logic, this course breaks down the complexity into digestible, focused lessons. It’s a strong fit for professionals keen to follow precise documentation, improve coding accuracy, and better understand hospital reimbursement systems. With an approach that balances depth and precision, this course offers just the right dose of expertise to help you decode the structured language of inpatient care — one code at a time. Upon completion of this course, learners will be able to: Understand the basics of the DRG-PCS system and its importance in medical coding. Use the PCS coding system to assign codes to various types of procedures. Identify the body systems related to specific procedures and assign appropriate codes. Understand the different root operations and apply them to the coding process. Use qualifiers and other important elements to accurately assign codes. The Medical Coding Inpatient Training: DRG-PCS course is a comprehensive training programme that focuses on the use of the Diagnosis Related Group-Procedure Coding System (DRG-PCS) for inpatient procedures. The course covers the basics of the PCS system, including sections, body systems, root operations, and other essential elements. Students will learn how to assign codes to various types of procedures and identify the appropriate body systems related to each procedure. The course includes 12 units, which cover the fundamentals of the PCS coding system. Unit 1 provides an introduction to the PCS system, while Units 2 to 11 cover the various elements of the system, such as body systems, root operations, body parts, approaches, devices, and qualifiers. The final unit, Unit 12, provides a conclusion to the course. Throughout the course, students will learn how to assign codes using real-world examples and case studies. The course also includes quizzes and assessments to test students' knowledge and ensure they have a thorough understanding of the material. How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The course is ideal for highly motivated individuals or teams who want to enhance their professional skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path The expected salary for these roles varies depending on the location, experience, and level of certification. However, the average salary for medical coders in the UK is around £25,000 to £35,000 per year. With experience and additional certifications, medical coders can earn upwards of £50,000 per year. Inpatient Coder DRG Coordinator Clinical Data Analyst Medical Billing and Coding Specialist Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

Data isn’t just for tech wizards anymore — it’s at the heart of smart business decisions. This course takes a light-footed yet sharp approach to show you how data shapes strategies, informs choices, and reveals what’s really going on behind the numbers. Whether you're managing a small team or eyeing growth opportunities, understanding the basics of business and data analytics can help you avoid the guesswork and focus on what truly drives performance. We’ve designed this course to make numbers less intimidating and more insightful. Through clear explanations and well-paced modules, you’ll grasp how data trends, patterns, and reports can support better decision-making across departments. If spreadsheets usually send you running, don’t worry — we keep things clear, logical, and surprisingly engaging. This course is for beginners, but the mindset you’ll develop is fit for any boardroom conversation. Learning Outcomes: Develop an understanding of the principles and practices of business and data analytics Learn effective strategies for problem framing and business process modelling Develop analytical skills for data preparation, evaluation, and deployment Understand how to exploit data to gain a competitive edge Be able to make informed decisions and navigate the complex and dynamic world of business and data analytics The "Business and Data Analytics for Beginners" course is designed to provide a comprehensive understanding of the principles and practices that underpin successful data analysis in a business context. Through engaging modules and real-world case studies, learners will gain insights into the basics of business and data analytics, advanced techniques for data preparation, evaluation, and deployment, and effective strategies for exploiting data to gain a competitive edge. By the end of the course, learners will be equipped with the knowledge and skills to make informed decisions and navigate the complex and dynamic world of business and data analytics. Whether you're a business professional looking to enhance your skills or a beginner looking to enter the world of data analysis, this course is a must-have for anyone interested in the world of business and data analytics. Business and Data Analytics for Beginners Course Curriculum Section 01: Business and Data Analytics Introduction to Business and Data Analytics Where are Insights Business Analytics Being Used Problem Framing Process Section 02: Business Process Model Business Process Modelling Outcome of the First Step Outcome of the Second Step Data Understanding How Do You Exploit Data that no One Else Has? Informational System Usually Section 03: Working on Data Data Preparation Evaluation Deployment Major Health Insurance Company Process How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Business professionals looking to enhance their data analysis skills Beginners interested in the world of business and data analytics Business students interested in the field of data analysis Entrepreneurs looking to incorporate data analysis into their business practices Anyone interested in gaining a comprehensive understanding of data analysis in a business context Career path Data Analyst: £20,000 - £50,000 per year Business Analyst: £25,000 - £60,000 per year Marketing Analyst: £25,000 - £50,000 per year Financial Analyst: £25,000 - £70,000 per year Operations Analyst: £25,000 - £60,000 per year Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

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For confident candidates with outgoing personalities and a relentless attention to detail, the field of Secretary & PA Diploma services is wide open. Professional personal assistants (PAs) are the ultimate multitaskers, hired to manage the personal affairs and activities of those they support. Some secretaries and PAs work for large corporations, while others are hired by a single executive, entrepreneur, or influential figure. Regardless of which path you take, becoming a trusted and respected PA or Secretary opens the door to a world of incredible career opportunities. Personal qualities and character, as well as hard skills, are important for success as a PA or secretary. It's simply a matter of learning the roles of PAs and secretaries in order to prepare for a rewarding career in the field. This PA Executive could be the key to your dream job. Transform your ambition and enthusiasm into a rewarding career for life by studying from home at your own pace and time. Learn how to handle a wide range of essential office administration tasks, as well as how to write important business letters and handle complex mail and shipping requirements. Making travel arrangements on behalf of others, organising meetings and events, the importance of time management as a PA, and how to become a better communicator are also covered in the course. Our PA Executive course has been designed to equip you with the essential knowledge and skills needed to become an expert executive secretary or personal assistant and will give you all the practical knowledge & credentials that you need to excel in your new role. Enrol on our PA Executive course today and begin your journey to improve your career prospects with the latest skills and the power of self-belief! Learning Outcomes After completing this PA Executive course, learner will be able to: Understand personal assistant fundamentals Understand business telephone approaches Understand information regarding shipping and mail services Understand travel arrangements Understand outline setting up conferences and meetings Understand management of time Understand systems for record keeping and filing Understand business writing techniques Understand communication skills Understand customer service Understand basics of microsoft office skills Why Choose PA Executive Bundle Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Executive Secretary & PA Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. ***Courses are included in this PA Executive Bundle Course Course 01: Executive Secretary & PA Training Course 02: Minute Taking Course 03: Workplace Stress Management Others benefits of this bundle course 3 Free PDF Certificate Lifetime Access Free Retake Exam Tutor Support [ Note: Free PDF certificate as soon as completing the PA Executive course] Course Curriculum Of Executive Secretary & PA Training Module 01: Personal Assistant Fundamentals Module 02: Business Telephone Approaches Module 03: Information regarding shipping and mail services Module 04: An Overview of Travel Arrangements Module 05: Outline setting up conferences and meetings Module 06: Management of time Module 07: Systems for Record Keeping and Filing Module 08: Business Writing Techniques Module 09: Communication Skills Module 10: Customer Service Module 11: Basics of Microsoft Office Skills >>--------------------<< Assessment Method After completing each module of the PA Executive Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification After completing the MCQ/Assignment assessment for this PA Executive course, you will be entitled to a Certificate of Completion from Training Tale. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This PA Executive course is designed for existing secretarial/administrative workers seeking advancement or newcomers seeking their first professional position. Requirements There are no specific requirements for this PA Executive course because it does not require any advanced knowledge or skills. Career path After completing this PA Executive course, you may able to pursue a formal position in professional Executive PA services such as: Personal Executive Assistant Receptionist Office Assistant Support Secretary Office Manager Personal Concierge Executive Assistant