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Venture into the world of data interpretation with our illuminating 'Applied Statistics' course. In an era where every decision is data-driven, the art of statistics becomes an indispensable tool. This course masterfully unfolds the complexities of statistical analysis, from the basics to advanced methodologies. Whether it's understanding central tendencies, charting out data, or avoiding common pitfalls, we've got it all covered. Set yourself on a path to make informed decisions and discern patterns like never before. Learning Outcomes Understand the core concepts and fundamentals of statistics. Master methods of measuring central tendencies and dispersion in datasets. Dive deep into correlation, regression, and hypothesis testing techniques. Attain proficiency in data visualisation using charts and graphs. Identify and rectify ten prevalent statistical mistakes. Why choose this Applied Statistics course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Applied Statistics Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Applied Statistics course for? Students embarking on a journey in data science or related fields. Business analysts seeking to enhance their data interpretation skills. Researchers keen to strengthen their statistical analysis techniques. Professionals in various industries aiming to make data-backed decisions. Educators looking to teach statistical methods more effectively. Career path Data Analyst - £25,000 - £40,000 Statistical Consultant - £30,000 - £50,000 Research Scientist (Statistics) - £35,000 - £55,000 Econometrician - £40,000 - £60,000 Quantitative Analyst - £45,000 - £70,000 Biostatistician - £30,000 - £50,000 Prerequisites This Applied Statistics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Applied Statistics was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Introduction to Statistics Introduction to Statistics 00:18:00 Module 02: Measuring Central Tendency Measuring Central Tendency 00:18:00 Module 03: Measures of Dispersion Measures of Dispersion 00:11:00 Module 04: Correlation and Regression Analysis Correlation and Regression Analysis 00:35:00 Module 05: Probability Probability 00:16:00 Module 06: Sampling Sampling 00:11:00 Module 07: Charts and Graphs Charts and Graphs 00:21:00 Module 08: Hypothesis Testing Hypothesis Testing 00:25:00 Module 09: Ten Common Statistical Mistakes Ten Common Statistical Mistakes 00:30:00 Assignment Assignment - Applied Statistics 00:00:00

Unlock the gateway to effective project management and collaboration with 'Basic Jira and Confluence'. Immerse yourself in a meticulously structured course that starts by acquainting you with the foundational facets of Jira. Progressing through the modules, one is guided in crafting user stories, designing test cases, efficiently identifying and assigning bugs, and generating comprehensive reports. As a grand finale, the course introduces Confluence, Atlassian's robust collaborative platform, beautifully complementing Jira's functionalities. Learning Outcomes Acquire a foundational understanding of Jira's interface and capabilities. Learn to craft compelling user stories for product backlogs. Master the art of designing precise test cases for rigorous testing scenarios. Develop skills to identify, log, and assign bugs effectively. Gain proficiency in generating detailed reports and using Confluence for team collaboration. Why choose this Basic Jira and Confluence course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Basic Jira and Confluence Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Basic Jira and Confluence course for? Novices keen on exploring project management tools. Teams aiming to improve collaboration and workflow. Individuals aspiring to roles in software project management. Product managers desiring enhanced backlog management. QA professionals aiming for improved bug tracking. Career path Jira Administrator - £35,000 - £60,000 Confluence Specialist - £32,000 - £57,000 Agile Project Manager - £40,000 - £75,000 Software Product Manager - £40,000 - £80,000 QA Lead - £45,000 - £70,000 Technical Documentation Specialist - £30,000 - £55,000 Prerequisites This Basic Jira and Confluence does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Basic Jira and Confluence was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Basic Jira and Confluence Module 01: Introduction to Jira 00:51:00 Module 02: Creation of User Stories 00:44:00 Module 03: Creation of Test Cases 00:58:00 Module 04: Creation of Bugs and assigning to respective owner 00:57:00 Module 05: Creation of Reports 00:48:00 Module 06: Introduction on Confluence 00:44:00 Assignment Assignment - Basic Jira and Confluence 00:00:00

Are you ready to embark on a transformative journey towards a richer, more fulfilling life? In our course, 'How To Lead A Rich Life - Adopt Minimalism,' we invite you to delve into the art of minimalism, a powerful philosophy that has the potential to reshape your world. Through a creative and immersive approach, we aim to persuade you to embrace minimalism in all aspects of your life, guiding you towards a path of abundance and contentment. Minimalism is not just about decluttering physical possessions; it's a holistic approach that touches upon various facets of your existence. Our course begins by exploring the essence of minimalism and why we are passionate about sharing this knowledge with you. We draw insights from our clients' experiences, providing you with valuable real-world perspectives. You'll discover how to infuse minimalism into every corner of your life, from your daily routines to your personal relationships, leading to profound transformations. Through a series of engaging examples and practical exercises, we'll equip you with the skills and mindset needed to embrace minimalism fully. By the end of this course, you'll emerge with a newfound understanding of minimalism and its potential to enrich your life. You'll have the tools to simplify, focus, and prioritize, allowing you to lead a richer, more purposeful existence. Join us on this extraordinary journey towards a life of abundance, where less truly becomes more. Learning Outcomes: Understand the fundamental principles of minimalism and its impact on personal well-being. Gain insights from real client experiences and apply them to your own life. Learn practical strategies to embrace minimalism in various areas of your daily routine. Explore a wide range of examples and exercises that illustrate the power of minimalism. Develop the skills and mindset necessary to lead a richer, more fulfilling life through minimalism. Why buy this How To Lead A Rich Life - Adopt Minimalism course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the How To Lead A Rich Life - Adopt Minimalism Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this How To Lead A Rich Life - Adopt Minimalism course for? Individuals seeking to simplify their lives and find greater purpose. Anyone curious about the philosophy of minimalism and its benefits. Professionals looking to reduce stress and enhance work-life balance. Students interested in adopting minimalist principles for a more focused approach to academics. Parents aiming to create a minimalist, clutter-free environment for their families. Career path Minimalism Coach: £30,000 - £50,000 per annum Sustainable Living Consultant: £25,000 - £40,000 per annum Personal Development Instructor: £28,000 - £45,000 per annum Professional Organizer: £20,000 - £35,000 per annum Lifestyle Blogger/Influencer: Variable income, potential for high earnings Environmental Educator: £25,000 - £40,000 per annum Prerequisites This How To Lead A Rich Life - Adopt Minimalism does not require you to have any prior qualifications or experience. You can just enrol and start learning.This How To Lead A Rich Life - Adopt Minimalism was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum About Us/ Why we are doing this course Get to know us better 00:04:00 What is Minimalism What is Minimalism 00:09:00 What is Clutter and Excess 00:10:00 What We have Learned From Our Clients Main Concerns 00:08:00 Common Feelings 00:09:00 Looking Forward - Common Wants 00:05:00 How to Embrace Minimalism in All Areas of Your Life How to Get Started - Finding Your Why 00:10:00 7 Ingredients for an Extraordinary Life 00:10:00 The 7 Key Areas - Broken Down 00:17:00 Examples and Exercises for Minimalism Emilio and Samantha's Creations 00:03:00 12 Questions to Ask Yourself When Letting Go of Difficult Items 00:01:00 Time Audit How are you using your time 00:11:00 Exercise Multi-tasking vs. Single-tasking 00:05:00 Meal Planning 00:07:00 Next steps 00:05:00 Extras Exercise Stress Test 00:03:00 Exercise Mind Mapping 00:05:00 Laura's Story - Get inspired by Laura's transformation 00:08:00 Organizing my to-do lists Analog Task manager - Emilio's System 00:08:00 Before and After Real Projects - Kitchen and Garage 00:05:00 Before and After Real Projects - Art Gallery, Bedroom and Home Office 00:09:00 Exercise Clutter Visualization Meditation 00:06:00 Assignment Assignment - How To Lead A Rich Life - Adopt Minimalism 00:00:00

Google Ads is one of the world's leading and most powerful advertising platforms. It can help you with many things, including reaching your target audience with relevant ads, driving traffic to your website and increasing sales. So if you work or want to work in marketing, having knowledge of Google Ads is crucial. That's where our Google Ads Training course comes in.    This comprehensive course will teach you everything you need to know to create and manage successful Google Ads campaigns. From setting up your first campaign to tracking your results, we'll walk you through every step of the process. We'll also teach you how to avoid common Google Ads mistakes and optimise your campaigns for maximum results. Our in-depth curriculum includes everything from getting started with Google Ads to mastering the nuances of Adwords bidding strategies. Learn how to craft successful campaigns, improve your Adwords quality score, and employ the latest features offered by Google. You'll be equipped with the knowledge to audit and optimise your campaigns, avoid common Adwords mistakes, and significantly reduce extra spending. Plus, our exclusive content on remarketing strategies and display advertising will help you improve your Adwords performance for amazing results.   This Google Ads Training course is more than just a theoretical course; it's a practical guide filled with real-world examples, actionable advice and inside strategies to give you a competitive edge. By the end of this course, you'll have the confidence and the knowledge to make Google Adwords work for you, boost your online presence, and generate significant results for your business. Embark on this learning journey today, and turn your Google Ads campaigns into revenue-generating machines. Enrol in the Google Ads Training course today! Learning Outcome: Upon completion of the Google Ads Training course, you should be able to:   Understand the basics and importance of Google Ads for businesses. Master the art of creating effective and engaging Google Ads. Gain insights into building successful Adwords campaigns. Learn to avoid common pitfalls and errors in Google Adwords. Develop skills for auditing and optimising your Adwords campaigns. Discover strategies to improve your Adwords quality score. Explore advanced Adwords bidding and remarketing strategies. Familiarise yourself with tracking Google Ads analytics for improved decision-making. Who is this course for: This Google Ads Training course is ideal for:   Marketing professionals looking to enhance their digital advertising skills. Small business owners seeking to expand their online presence. Digital marketing novices aiming to start a career in this field. Freelancers who wish to add Google Ads proficiency to their skillset. Anyone interested in learning about Google Ads and its marketing power. Career path This Google Ads Training course will be helpful for anyone looking to pursue a career as:   Digital Marketing Specialist: £30,000-£40,000 Per year Google Ads Specialist: £35,000-£45,000 Per year SEO & SEM Specialist: £40,000-£50,000 Per year Content Strategist: £35,000-£45,000 Per year Digital Marketing Manager: £45,000-£60,000 Per year Marketing Analyst: £40,000-£55,000 Per year Freelance Digital Marketer: £30,000-£70,000 Per year Certification After studying the course materials of the Google Ads Training course, there will be a written assignment test that you can take either during or at the end of the course. After passing the test, you will have a range of certification options. A CPD Accredited PDF Certificate costs £4.99, while a CPD Accredited Hardcopy Certificate is £8.00. Also, a PDF Transcript costs £4.99, and a Hardcopy Transcript is £9.99. Select according to your needs, and we assure timely delivery of your chosen certificate. Requirements This professionally designed Google Ads Training course does not require you to have any prior qualifications or experience. It is open to everyone, and you can access the course from anywhere at any time. Just enrol and start learning! Course Curriculum Google Ads Training Course Promo 00:03:00 Lesson 01: Getting started with Google Ads 00:04:00 Lesson 02: Create your Google Ads 00:04:00 Lesson 03: Ingredients to build a successful Adwords camping 00:04:00 Lesson 04: Google Adwords mistakes to be avoided 00:04:00 Lesson 05: Google Adwords audit - Optimisation guide 00:06:00 Lesson 06: Improving quality score in Google Adwords 00:04:00 Lesson 07: Adwords display advertising 00:05:00 Lesson 08: Turbocharge Adwords for breakthrough performance 00:03:00 Lesson 09: Content remarketing strategies with Google display network 00:04:00 Lesson 10: Adwords bidding strategies your competitors don't know 00:07:00 Lesson 11: Using Google Adwords for small business 00:03:00 Lesson 12: How to reduce wasted Adwords spend 00:02:00 Lesson 13: Google Adwords features updated 00:04:00 Lesson 14: Tracking Google Ads analytics 00:04:00

The 'Complete Python Machine Learning & Data Science Fundamentals' course covers the foundational concepts of machine learning, data science, and Python programming. It includes hands-on exercises, data visualization, algorithm evaluation techniques, feature selection, and performance improvement using ensembles and parameter tuning. Learning Outcomes: Understand the fundamental concepts and types of machine learning, data science, and Python programming. Learn to prepare the system and environment for data analysis and machine learning tasks. Master the basics of Python, NumPy, Matplotlib, and Pandas for data manipulation and visualization. Gain insights into dataset summary statistics, data visualization techniques, and data preprocessing. Explore feature selection methods and evaluation metrics for classification and regression algorithms. Compare and select the best machine learning model using pipelines and ensembles. Learn to export, save, load machine learning models, and finalize the chosen models for real-time predictions. Why buy this Complete Python Machine Learning & Data Science Fundamentals? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Complete Python Machine Learning & Data Science Fundamentals there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Complete Python Machine Learning & Data Science Fundamentals course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Complete Python Machine Learning & Data Science Fundamentals does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Python Machine Learning & Data Science Fundamentals was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Complete Python Machine Learning & Data Science Fundamentals is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:08:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Understanding the CSV data file 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:07:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Python Machine Learning & Data Science Fundamentals 00:00:00

The 'Level 2 Food Hygiene Certificate, Safety, and Hazard Control' course provides comprehensive training on food hygiene, safety, and hazard control. Participants will learn about food hygiene legislation, different types of food safety hazards, hazard control measures, the importance of personal hygiene for food handlers, and proper cleaning and disinfection practices. Learning Outcomes: Understanding the key aspects of food hygiene legislation and its significance in ensuring food safety. Identifying various types of food safety hazards, including biological, chemical, and physical hazards, and their potential risks. Implementing effective hazard control measures and practices, including proper refrigeration techniques, to prevent foodborne illnesses. Demonstrating the importance of maintaining personal hygiene to prevent food contamination and ensure safe food handling. Learning and applying proper cleaning and disinfection procedures to maintain a hygienic food preparation environment. Acquiring essential knowledge and skills required to obtain the Level 2 Food Hygiene Certificate. Completing quizzes and assessments to reinforce learning and assess understanding of food hygiene, safety, and hazard control concepts. Certification After studying the course materials of the Level 2 Food Hygiene Certificate, Safety and Hazard Control you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Level 2 Food Hygiene Certificate, Safety and Hazard Control does not require you to have any prior qualifications or experience. You can just enrol and start learning.  Prerequisites This Level 2 Food Hygiene Certificate, Safety and Hazard Control was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Level 2 Food Hygiene Certificate, Safety and Hazard Control is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Level 2 Food Hygiene Certificate, Safety and Hazard Control Introduction to Food Hygiene Legislation and Food-borne Illness 00:22:00 Types of Food Safety Hazards 00:33:00 Hazard Control Measures and Refrigeration 00:31:00 Food Handlers Personal Hygiene 00:20:00 Cleaning and Disinfection 00:24:00

The 'French' course is designed as an introduction to the French language, covering various lessons to help learners grasp basic French vocabulary and conversational skills. Learning Outcomes: Acquire fundamental knowledge of the French language and its pronunciation. Learn essential vocabulary and phrases to engage in basic conversations. Develop conversational skills through a series of lessons covering different topics in French. Practice reading, writing, and understanding simple French sentences. Gain confidence in using common expressions and greetings in everyday situations. Why buy this French? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the French you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This French does not require you to have any prior qualifications or experience. You can just enrol and start learning.  Prerequisites This French was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This French is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Introduction to the course French in just three minutes? 00:05:00 Lesson 1 Lesson 1a 00:03:00 Lesson 1b 00:03:00 Lesson 1c 00:03:00 Lesson 1d 00:03:00 Lesson 2 Lesson 2a 00:03:00 Lesson 2b 00:03:00 Lesson 2c 00:03:00 Lesson 2d 00:03:00 Lesson 2e 00:05:00 Lesson 3 Lesson 3a 00:03:00 Lesson 3b 00:03:00 Lesson 3c 00:04:00 Lesson 3d 00:03:00 Lesson 3e 00:03:00 Lesson 3f 00:03:00 Lesson 3g 00:03:00 Lesson 4 Lesson 4a 00:03:00 Lesson 4b 00:03:00 Lesson 4c 00:03:00 Lesson 4d 00:03:00 Lesson 4e 00:03:00 Lesson 4f 00:03:00 Lesson 4g 00:05:00 Lesson 5 Lesson 5a 00:03:00 Lesson 5b 00:03:00 Lesson 5c 00:03:00 Lesson 5d 00:03:00 Lesson 5e 00:04:00 Lesson 5f 00:03:00 Lesson 5g 00:03:00 Lesson 5h 00:03:00 Lesson 5i 00:05:00 Lesson 6 Lesson 6a 00:03:00 Lesson 6b 00:03:00 Lesson 6c 00:03:00 Lesson 6d 00:03:00 Lesson 6e 00:03:00 Lesson 6f 00:03:00 Lesson 6g 00:04:00 Lesson 7 Lesson 7a 00:03:00 Lesson 7b 00:03:00 Lesson 7c 00:03:00 Lesson 7d 00:03:00 Lesson 7e 00:03:00 Lesson 7f 00:03:00 Lesson 7g 00:03:00 Lesson 7h 00:03:00 Lesson 8 Lesson 8a 00:03:00 Lesson 8b 00:03:00 Lesson 8c 00:03:00 Lesson 8d 00:05:00 Lesson 8e 00:03:00 Lesson 8f 00:04:00 Lesson 8g 00:03:00 Lesson 8h 00:03:00 Lesson 8i 00:03:00 Lesson 8j 00:03:00 Lesson 8k 00:03:00 Lesson 9 Lesson 9a 00:03:00 Lesson 9b 00:03:00 Lesson 9c 00:03:00 Lesson 9d 00:03:00 Lesson 9e 00:03:00 Lesson 9f 00:06:00 Resources Resources: French 00:00:00 Recommended Books Recommended Books - French 00:00:00

The Professional Certificate in Front Office - Level 2 - Courses provides essential training in office administration and front office management skills. It covers various topics, including effective planning, scheduling, business writing, communication, time and stress management, conflict resolution, and Microsoft Office skills, equipping learners with the necessary tools to excel in a front office role. Learning Outcomes: Develop a strong foundation in office administration and understand the key responsibilities of a front office professional. Acquire effective planning and scheduling skills to efficiently manage tasks and responsibilities in a front office environment. Enhance business writing skills to effectively communicate with clients, colleagues, and stakeholders. Master time and stress management techniques to handle busy front office operations and maintain a positive work-life balance. Improve communication skills to ensure effective interaction with customers and team members. Learn conflict management strategies to resolve disputes and maintain a harmonious work environment. Acquire essential Microsoft Office skills, such as Word, Excel, and PowerPoint, to efficiently handle office tasks and data management. Why buy this Professional Certificate in Front Office - Level 2 - Courses? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Professional Certificate in Front Office - Level 2 - Courses there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Professional Certificate in Front Office - Level 2 - Courses course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Professional Certificate in Front Office - Level 2 - Courses does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Professional Certificate in Front Office - Level 2 - Courses was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Professional Certificate in Front Office - Level 2 - Courses is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Module 01: Introduction to Office Administration Module 1: Introduction to Office Administration 00:17:00 Module 02: Skills of an Effective Administrator Module 2: Skills of an Effective Administrator 00:18:00 Module 03: Mail Services and Shipping Module 3: Mail Services and Shipping 00:27:00 Module 04: Effective Planning and Scheduling Module 4: Effective Planning and Scheduling 00:48:00 Module 05: Organising Meeting and Conferences Module 5: Organising Meeting and Conferences 00:27:00 Module 06: Business Writing Skills Module 6: Business Writing Skills 00:42:00 Module 07: Time Management Module 7: Time Management 00:37:00 Module 08: Stress Management Module 8: Stress Management 00:18:00 Module 09: Business Telephone Skills Module 9: Business Telephone Skills 00:21:00 Module 10: Communication Skills Module 10: Communication Skills 00:27:00 Module 11: Conflict Management Module 11: Conflict Management 00:16:00 Module 12:Business Etiquette Module 12: Business Etiquette 00:21:00 Module 13: Microsoft Office Skills Module 13: Microsoft Office Skills 00:07:00 Assignment Assignment - Professional Certificate in Front Office - Level 2 - Courses 00:00:00

The Horticulture Diploma & Organic Gardening Certification Online course offers comprehensive training in horticulture, covering topics such as botany, soil science, plant nutrition, plant pests and diseases, organic gardening concepts, and landscaping. Participants will also learn about plant propagation, indoor plants, ornamental horticulture, and permaculture, preparing them for a rewarding career in horticulture and organic gardening. Learning Outcomes: Understand the principles of botany and plant classification. Gain knowledge of soil science and the nutritional requirements of plants. Identify and manage plant pests and diseases in an organic gardening context. Learn techniques for weed control, plant propagation, and selecting native and exotic plants. Acquire skills in lawn care, indoor plant maintenance, and plant protection in different settings. Discover the essentials of landscaping, garden design, and ornamental horticulture. Master the principles and practices of permaculture and arboriculture in horticulture. Gain insights into horticulture statistics and the latest developments in the industry. Who is this course for? This Horticulture & Organic Gardening does not require you to have any prior qualifications or experience. You can just enrol and start learning. The course is for anyone who wants to learn more about organic gardening and horticulture or start their own organic garden. Prerequisites This Horticulture & Organic Gardening was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Horticulture & Organic Gardening is a great way for you to gain multiple skills from the comfort of your home. This course is ideal for  Gardeners Garden Associates Research Scientists Horticulture Consultants Horticulture Inspectors Horticulture Technicians Plant Pathologists Groundskeepers Garden Maintenance Officers Landscape Assistants Course Curriculum Module 01: Basic Botany Basic Botany 00:28:00 Module 02: Plant Classification Plant Classification 00:11:00 Module 03: Soil Science Soil Science 00:23:00 Module 04: Plant Nutrition Requirements Plant Nutrition Requirements 00:22:00 Module 05: Plant Pests and Diseases Plant Pests and Diseases 00:41:00 Module 06: Basic Concepts of Organic Gardening Basic Concepts of Organic Gardening 00:21:00 Module 07: Weed Control Weed Control 00:20:00 Module 08: Plant Propagation Plant Propagation part 01 00:31:00 Plant Propagation Part 02 00:42:00 Module 09: Amenity Horticulture, Plant Selection and Native Plants Amenity Horticulture, Plant Selection and Native Plants 00:36:00 Module 10: Exotic Plants Exotic Plants 00:35:00 Module 11: Indoor Plants Indoor Plants 00:30:00 Module 12: Lawns Lawns 00:13:00 Module 13: Planting and Plant Care Planting and Plant Care 00:10:00 Module 14: Plant Nodes and Indigenous Plants Plant Nodes and Indigenous Plants 00:21:00 Module 15: Plant Protection, Landscaping and Garden Design Plant Protection, Landscaping and Garden Design 00:23:00 Module 16: Ornamental Horticulture Ornamental Horticulture 00:20:00 Module 17: Permaculture Permaculture 00:16:00 Module 18: Arboriculture Arboriculture 00:11:00 Module 19: Horticulture Statistics Horticulture Statistics 00:33:00 Module 20: Results from the 2018 Seasonal Labour in Horticulture End of Year Results from the 2018 Seasonal Labour in Horticulture End of Year 00:35:00

The 'Certified HR Advisor Training and Employment Diploma' provides comprehensive training in various aspects of Human Resource management, including employee recruitment, training, performance appraisal, employee relations, motivation, health and safety, employee termination, employer records, and UK employment law. Learning Outcomes: Understand the role and importance of Human Resource management in organizations. Learn the process and techniques of employee recruitment and selection. Gain knowledge of employee training and development to enhance skills and performance. Learn effective performance appraisal management techniques to evaluate employee performance. Understand employee relations and strategies for maintaining a positive work environment. Acquire skills in motivating and counseling employees for improved productivity. Learn the significance of ensuring health and safety at the workplace for employee well-being. Understand the employee termination process and best practices. Gain knowledge of maintaining employer records and statistical data. Comprehend the essential UK employment law and its implications in the workplace. Why buy this Certified HR Advisor Training and Employment Diploma? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Certified HR Advisor Training and Employment Diploma you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Certified HR Advisor Training and Employment Diploma does not require you to have any prior qualifications or experience. You can just enrol and start learning.  Prerequisites This Certified HR Advisor Training and Employment Diploma was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Certified HR Advisor Training and Employment Diploma is a great way for you to gain multiple skills from the comfort of your home.   Course Curriculum Module 01: Introduction to Human Resource Module 01: Introduction to Human Resource 00:17:00 Module 02: Employee Recruitment and Selection Procedure Module 02: Employee Recruitment and Selection Procedure 00:32:00 Module 03: Employee Training and Development Process Module 03: Employee Training and Development Process 00:22:00 Module 04: Performance Appraisal Management Module 04: Performance Appraisal Management 00:19:00 Module 05: Employee Relations Module 05: Employee Relations 00:14:00 Module 06: Motivation and Counselling Module 06: Motivation and Counselling 00:19:00 Module 07: Ensuring Health and safety at the Workplace Module 07: Ensuring Health and safety at the Workplace 00:17:00 Module 08 :Employee Termination Module 08 : Employee Termination 00:15:00 Module 09: Employer Record and Statistics Module 09: Employer Record and Statistics 00:11:00 Module 10: Essential UK Employment Law Module 10: Essential UK Employment Law 00:26:00