1915 Exercises courses in Bristol delivered On Demand

The only way for you to succeed is to learn how to improve your self and this course will be able to help you with that. In this course, you will learn more about the importance of improving your self-esteem to boost personal development. Mastering the Self Esteem and Assertiveness Training- Level 2 lets you explore your own abilities that you can utilize for your personal success. This course will surely help you become more motivated and confident in facing the real world challenges. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Self Esteem and Assertiveness Training- Level 2 has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Self Esteem and Assertiveness Training- Level 2 is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £15,000. The sky really is the limit. Course Curriculum Development of Self Esteem INTRODUCTION 01:00:00 LOW SELF-ESTEEM? Why It Occurs? 01:00:00 YOUR LACK OF SELF-ESTEEM 01:00:00 SELF ESTEEM - GETTING TO THE Root OF THE ISSUE 01:00:00 SELF-ESTEEM AND THE INNER VOICE 01:00:00 YOU GET WHAT YOU PROJECT 01:00:00 SELF-ESTEEM BUILDING EXERCISES 01:00:00 WHERE, WHEN AND HOW TO BUILD SELF-ESTEEM 01:00:00 CONCLUSION 00:30:00 Being Assertive Module One - Getting Started 01:00:00 Module Two - What Does Self-Confidence Mean To You 01:00:00 Module Three - Obstacles to Our Goals 01:00:00 Module Four - Communication Skills 01:00:00 Module Five - The Importance of Goal Setting 01:00:00 Module Six - Feeling the Part 01:00:00 Module Seven - Looking the Part 01:00:00 Module Eight - Sounding the Part 01:00:00 Module Nine - Powerful Presentations 00:30:00 Module Ten - Coping Techniques 01:00:00 Module Eleven - Dealing with Difficult Behavior 00:30:00 Module Twelve - Wrapping Up 00:15:00 Self Esteem and Assertiveness Skills Course- Activities 00:00:00 Development of the Self Self Development through Visualization and Affirmation 01:00:00 Hints in Affirmation and Visualization 01:00:00 Development for Affirmation and Visualization 00:45:00 How to Build Critical Thinking Skills 01:00:00 Visualizing Problems with Affirmations 00:30:00 Development Evaluation in Affirmation and Visualization 00:30:00 Practice Development through Visualization and Affirmation 01:00:00 Self-Development Procedures through Visualization 01:00:00 Development thru Visualization of Problems in Affirmation 01:00:00 Process of Affirmation through Development Visualization 01:00:00 Sense of Development thru Affirmation and Visualization 01:00:00 Natural Development thru Affirmation and Visualization 01:00:00 Visualization through Development Affirmation 01:00:00 Choices in Development thru Affirmation and Visualization 01:00:00 Development thru Argument Affirmation and Visualization 01:00:00 Visualization in Development of Affirmation 01:00:00 Revolutionary Development thru Visualization and Affirmation 00:30:00 Focus for Development thru Visualization and Affirmation 01:00:00 Visualization Music thru Affirmation Development 01:30:00 Energy Development thru Visualization and Affirmation 01:00:00 Relax with Development thru Affirmative Visualization 01:00:00 New Age Development in Affirmative Visualization 01:00:00 Conclusion 00:15:00 Recommended Reading Recommended Reading : Level 2 Certificate in Self Esteem & Self Development 00:00:00 Mock Exam Mock Exam - Level 2 Certificate in Self Esteem & Self Development 00:30:00 Final Exam Final Exam - Level 2 Certificate in Self Esteem & Self Development 00:30:00

Embark on a transformative DevOps journey! This comprehensive course equips you with skills in Ansible, Docker, GitLab, backups, and more. Master the art of self-hosting your infrastructure, streamlining deployments, and boosting efficiency. Launch your DevOps career today and unleash the endless possibilities!

Overview In a world filled with constant noise and stress, finding calm can be a challenge. The "Meditation & Mindfulness Training for Teachers" course offers a way to bring peace and focus into your life and your classroom. This course is designed to help teachers like you learn and teach mindfulness and meditation techniques. You will start by understanding how meditation affects the nervous system and how to use breathing exercises to centre yourself. As you progress, you’ll gain practical skills for guiding meditation sessions and supporting your students. By the end of the course, you will feel confident in using mindfulness techniques to improve your teaching and well-being. Join us to make a positive impact on your classroom and your life with simple, effective mindfulness practices. Become proficient in Meditation & Mindfulness Training for Teachers by grasping all the essential knowledge from our top-quality course step by step. Enrol now to ensure that your Meditation & Mindfulness Training for Teachers mastery is not limited to only conceptual frameworks! This Meditation & Mindfulness Training for Teachers will assist you in standing out from the crowd and being more efficient in your chosen area of expertise. Furthermore, if you require assistance with the Meditation & Mindfulness Training for Teachers, we will provide experts who will support and guide you. So, add this Meditation & Mindfulness Training for Teachers to your cart and boost your personal and career development. In this Meditation & Mindfulness Training for Teachers, you will: Sharpen your skills to help you advance your career. Acquire a comprehensive understanding of various related topics and tips from industry experts. Learn in-demand knowledge and skills in high demand among UK employers, which will help to kickstart your Meditation & Mindfulness Training for Teachers career. Enrolling in the Meditation & Mindfulness Training for Teachers can assist you in getting into your desired career faster than you ever imagined. So, without further ado, start now! Process of Evaluation After studying the Mindfulness Diploma course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Mindfulness Diploma course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Mindfulness Diploma is suitable for anyone aspiring to start a career in Mindfulness Diploma; even if you are new to this and have no prior knowledge on Mindfulness Diploma, this course is going to be very easy for you to understand.  And if you are already working in the Mindfulness Diploma field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Mindfulness Diploma course is a win-win for you in all aspects.  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 This Mindfulness Diploma course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Mindfulness Diploma 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 Mindfulness Diploma course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Mindfulness Diploma The Why of No - why No matters and why it's hard to say Why is No Important? 00:07:00 Why is No Difficult? Your Inner Gopher 00:09:00 Why is No Difficult? Six things that Drive you to Say Yes 00:09:00 The What of No - What to say No to, and when to say it What to do to Challenge your Instincts on No 00:05:00 What to Say No to 00:05:00 Specific things to Say No to 00:05:00 When to Say No 00:08:00 What are your Choices? 00:09:00 When to Say No to Relationships 00:04:00 What does No Mean? 00:04:00 What is Special Time? 00:05:00 The How of No - Here's the meat: how to say NO in lot's of situations How to be Happy with No 00:07:00 How to Decide Yes or No: Six Tools to Help Make Your Decision 00:10:00 How to Decide Yes or No: Six Ways of Thinking about Any Problem 00:05:00 How to Make No Feel Easier 00:09:00 How to Say No 00:04:00 How to say No to Friends and Loved Ones 00:02:00 How to say No to your Customers 00:03:00 How to say No to False Assumptions 00:06:00 How to say No to Temptation 00:04:00 How to Say No to your Colleagues at Work 00:03:00 How to Get on with it: How to say No to Procrastination 00:08:00 How to say No in Negotiations 00:11:00 More Tips on How to Say No 00:05:00 The What if of No - Oh wait! What if? ...Don't worry; I've got you covered What if they Resist your No? 00:12:00 What if you want to Say Yes? 00:04:00 Four 'What if?' Questions 00:04:00 What if you don't Follow my Advice? 00:02:00 Mindfulness Meditation for Daily Life Introduction : Let's begin the journey to true love! 00:09:00 Mindfulness Practice 01 : Breath- a doorway to freedom! 00:13:00 Meditation 02 : Are you ready to fall in love with your body as a sacred temple? 00:13:00 Practice 03 : Discover the mystery of the present through sensation tracking 00:13:00 Practice 04- If you like freedom this practice is for you! 00:10:00 Practice 05 : Opening to the Secret of the Magical Pause 00:11:00 Practice 06 : Lining Up Your Speech with Integrity 00:09:00 Practice 07 : Dropping Down Into the Mystery of the Golden Realms 00:09:00 Practice 08- A Return to the Bliss of Self-Love 00:07:00 Now You're Ready to Dive Into Practice - A Review of it All 00:04:00 Mindfulness in the Workplace Introduction 00:01:00 The Practice of Standing Tall 00:02:00 Move and Relate with Confidence 00:03:00 Knowing What You Know 00:06:00 Send the Inner Critic Packing 00:06:00 Taking Input 00:06:00 Build Bridges, Not Walls 00:04:00 Appreciation Makes Your Team Flow 00:04:00 The Quality of Your Attention Matters 00:04:00 Acknowledgement Pumps Us Up! 00:04:00 Grounding Meditation 00:03:00 Conclusion 00:02:00

Interpreter: Interpreter Course Online Would you like to obtain an interpreter: interpreter course to get a competitive advantage in the job sector? Then you are in the right place to avail our specialised interpreter: interpreter course. This interpreter: interpreter course provides comprehensive training in language interpretation techniques. The interpreter: interpreter course focuses on consecutive and simultaneous interpretation, sight translation, and cultural competence. Students of the interpreter: interpreter course, learn to accurately convey spoken communication between languages in various settings. This interpreter: interpreter course includes conferences, legal proceedings, and healthcare contexts. The interpreter: interpreter course curriculum also explains language proficiency assessments, practical exercises, and theoretical instruction on linguistic theories and ethical considerations. Sign up now to get a thrilling ride on this educational interpreter: interpreter course adventure! Main Course: Interpreter Course Free Courses included with Interpreter: Interpreter Course: Course 01: Translation Course Course 02: (BSL) British Sign Language [ Note: Free PDF certificate as soon as completing the Interpreter: Interpreter Course] Interpreter: Interpreter Course Online Industry Experts designed this This Interpreter Level 5 Course into 07 detailed modules. Industry Experts designed this This Translator Course into 09 detailed modules. Assessment Method of Interpreter: Interpreter Course After completing Working in Interpreter: Interpreter Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Interpreter: Interpreter Course After completing the Interpreter: Interpreter Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Interpreter: Interpreter The Interpreter: Interpreter course is intended to serve a broad spectrum of people who want to improve their Interpreter: Interpreter knowledge and abilities. Requirements Interpreter: Interpreter Course Online To enrol in this Interpreter: Interpreter Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Interpreter: Interpreter Course. Be energetic and self-motivated to complete our Interpreter: Interpreter Course. Basic computer Skill is required to complete our Interpreter: Interpreter Course. If you want to enrol in our Interpreter: Interpreter Course, you must be at least 15 years old. Career path Interpreter: Interpreter Course Online Finishing the interpreter: interpreter course can lead to interesting job prospects in a variety of interpreter-related industries.

Interpreter: Interpreter Course Online Would you like to obtain an interpreter course to get a competitive advantage in the job sector? Then you are in the right place to avail our specialised interpreter course. This interpreter course provides comprehensive training in language interpretation techniques. The interpreter course focuses on consecutive and simultaneous interpretation, sight translation, and cultural competence. Students of the interpreter course, learn to accurately convey spoken communication between languages in various settings. This interpreter course includes conferences, legal proceedings, and healthcare contexts. The interpreter course curriculum also explains language proficiency assessments, practical exercises, and theoretical instruction on linguistic theories and ethical considerations. Sign up now to get a thrilling ride on this educational interpreter course adventure! Courses included with Level 5 Interpreter & Translation Course Course: Course 01: Level 5 Interpreter Course Course 02: Translation Course [ Note: Free PDF certificate as soon as completing the Interpreter: Interpreter Course] Interpreter: Interpreter Course Online Elevate your career with our Interpreter course, crafted for aspiring Interpreters seeking to master the art of interpretation. This Interpreter course covers essential Interpreter skills, including advanced Interpreter techniques, Interpreter ethics, and Interpreter communication strategies. Whether you aim to be a medical Interpreter, legal Interpreter, or conference Interpreter, our Interpreter course provides in-depth training to prepare you for various Interpreter roles. With a focus on real-world Interpreter scenarios, you’ll gain the confidence to perform as a professional Interpreter in any setting. Enroll in our Interpreter course today and take the first step toward becoming a highly skilled Interpreter in your chosen field. Who is this course for? Interpreter: Interpreter The interpreter course is intended to serve a broad spectrum of people who want to improve their interpreter knowledge and abilities. Requirements Interpreter: Interpreter Course Online To enrol in this Interpreter: Interpreter Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Interpreter: Interpreter Course. Be energetic and self-motivated to complete our Interpreter: Interpreter Course. Basic computer Skill is required to complete our Interpreter: Interpreter Course. If you want to enrol in our Interpreter: Interpreter Course, you must be at least 15 years old. Career path Interpreter: Interpreter Course Online Finishing the interpreter course can lead to interesting job prospects in a variety of interpreter-related industries.

Looking to sharpen your everyday maths and English abilities without sitting in a crowded classroom? Our Functional Skills Level 2 – Maths and English Course offers a straightforward, fully online route to building confidence in these two essential subjects. Designed for learners from all walks of life, it provides the tools you need to handle real-life situations – whether that’s helping with homework, managing personal finances, or communicating more effectively in the workplace. With flexible access and a carefully structured format, this dual-subject course makes studying manageable and efficient. You'll develop skills in problem solving, writing, reading, and numeracy – all tailored to meet the demands of modern life. Whether you're aiming to support your career prospects or simply improve your day-to-day capabilities, this course delivers reliable knowledge without unnecessary fluff. Ready when you are, it fits around your schedule – not the other way round. Learning Outcomes: Master basic arithmetic operations and fractions. Understand decimal and percentage conversions. Learn about ratios, proportions, and direct/indirect variation. Gain knowledge of profit and loss and tax calculations. Improve English grammar, sentence structure, and punctuation. Enhance spelling and reduce common mistakes Welcome to the Functional Skills Level 2 Maths and English course, a comprehensive curriculum designed to boost your confidence and proficiency in essential numeracy and literacy skills. Through a series of engaging lectures and practice problems, you will learn everything from basic arithmetic to complex problem-solving, with a focus on real-world applications. In the Maths section, you will delve into the fundamentals of integers, fractions, decimals, and percentages, mastering operations and problem-solving techniques along the way. With topics ranging from multiplication to profit and loss, you will gain a versatile mathematical skills to apply in everyday life. Meanwhile, the English section covers the basics of grammar, sentence structure, and punctuation, with a particular focus on common mistakes and ways to improve. By the end of the course, you will have developed your writing and reading abilities, equipping you with the tools you need to succeed in any professional or personal setting. 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 £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 Achieving the Functional Skills Level 2 in Maths and English can broaden your career prospects in the financial sector, leading to potential job roles and salary brackets such as: Retail Sales Associate - £17,000 per year Administrative Assistant - £19,000 per year Customer Service Representative - £20,000 per year Data Entry Clerk - £21,000 per year Account Manager - £35,000 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.

Marketing isn’t guesswork—it’s data, patterns, and informed decision-making. The Fundamentals of Marketing Analytics course is designed for professionals and learners who want to understand what’s really driving performance behind the scenes. From decoding consumer behaviour to tracking digital campaign performance, this course covers the essential methods marketers use to measure success and justify every penny spent. With a focus on clear strategy and intelligent data interpretation, this course walks you through the key metrics and tools used in today’s digital marketing landscape. Whether you’re analysing web traffic, social media insights, or conversion rates, you'll learn how to connect the dots and spot what’s working (and what’s not). Ideal for those who enjoy both creativity and numbers, this course brings marketing decisions to life—with logic, not luck. Ask ChatGPT Learning Outcomes: Understand the basics of marketing and the importance of marketing analytics Develop effective customer acquisition and retention strategies Analyse customer profitability to develop effective contact strategies Measure the effectiveness of marketing campaigns using campaign analytics Use marketing analytics to drive marketing strategies and improve business operations Our Fundamentals of Marketing Analytics course is designed to help you gain a deeper understanding of marketing analytics and develop effective marketing strategies. With 2 comprehensive modules, you will learn how to develop effective customer acquisition and retention strategies, analyse customer profitability, measure the effectiveness of marketing campaigns, and use marketing analytics to drive business operations. This course is perfect for anyone looking to enhance their understanding of marketing 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. Fundamentals of Marketing Analytics Course Curriculum Section 01: Introduction To Marketing Analytics Overview Section 02: Basic Concepts In Marketing Analytics Overview 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 improve their marketing campaigns Marketers who want to optimise their marketing strategies Digital strategists who want to gain a deeper understanding of marketing analytics Students who want to explore the field of marketing analytics Professionals who want to enhance their data analysis skills Career path Marketing 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.

In a world often overwhelmed by noise and chaos, peacefulness isn’t just a luxury — it’s a necessity. The Power of Peacefulness Course offers a thoughtful and engaging journey into the art of staying calm in a storm, focusing on inner clarity, emotional balance, and the steady strength that comes from within. Whether you're navigating day-to-day stress or simply seeking a more centred state of mind, this course gives you the tools to build a calm foundation in your everyday life. Designed with depth and warmth, the course explores the true nature of peace — not as a faraway ideal, but as something that can quietly shape how we live, think, and relate to others. Through accessible insights and mindful reflections, you'll come to understand how peacefulness influences decision-making, communication, and well-being. With no fluff, no fuss — just a sincere approach to finding stillness in a world that rarely stops to breathe. Learning Outcome Develop a peaceful state of mind and maintain it. Find peace with the decisions they make in life. Create and maintain peaceful relationships with others. Avoid the negative effects of comparing oneself to others. Implement five strategies to remain consistently peaceful. Apply mindfulness techniques to find inner peace. Identify and manage stressors that disrupt peace. Enjoy the many benefits of living a peaceful life. Course Curriculum: Lesson 01: The Power of a Peaceful Mind Lesson 02: Be at Peace with the Decisions You Make Lesson 03: Maintaining Peace with Those Around You Lesson 04: Never Compare Yourself to Others Lesson 05: 5 Ways to Remain Consistently Peaceful 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 Mindfulness Teacher: £25,000 - £40,000 per annum Wellness Coach: £25,000 - £50,000 per annum Mental Health Counselor: £30,000 - £50,000 per annum Life Coach: £30,000 - £60,000 per annum Yoga Instructor: £20,000 - £40,000 per annum Meditation Instructor: £20,000 - £35,000 per annum 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.

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

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Course Curriculum Module 1 Today's Concerns about Wellness and Fitness 00:30:00 The Blissful Union of Wellness and Fitness 00:30:00 The Quality of Life: Is Health Important? 00:30:00 Wellness Terminology 00:30:00 What Makes Us Well? 00:30:00 Wellness 00:30:00 Information on Wellness 00:30:00 How Do We Evaluate Wellness? 00:30:00 What Are Your Wellness Needs? 00:30:00 Module 2 Wellness of the Body 00:30:00 Wellness of the Spirit 00:30:00 Wellness of the Mind 00:30:00 Benefits of Meditation for the Wellness of Ourselves 00:30:00 Do We Need Meditation? 00:30:00 Quiet Reflection: A B12 Shot for the Spirit? 00:30:00 Are You Well? 00:30:00 Fitness Terminology 00:15:00 Fitness 00:30:00 Information on Fitness 00:30:00 Module 3 What Are Your Fitness Needs? 00:30:00 The Benefits of Being Fit 00:30:00 Metabolism: What Is It? 00:30:00 Metabolism for the Fit Individual 00:30:00 Metabolism: Can We Control It? 00:30:00 Obesity in Adolescents 00:30:00 Fitness of the Body 00:30:00 Fitness of the Spirit 00:30:00 Fitness of the Mind 00:30:00 Are You Fit? 00:30:00 Module 4 Where You Live Affects Your Fitness 00:30:00 Fitness Centers: An Investigation 00:30:00 Does Your Income Affect Your Health? 00:30:00 What Role Does Our Intelligence Play in Our Health? 00:30:00 What Role Does Nutrition Play in Our Health? 00:30:00 Is There Health Without Water? 00:30:00 Vitamins: To Be or Not To Be? 00:30:00 How the Brain Affects Our Health 00:30:00 What Are Your Nutritional Needs? 00:30:00 Exercise and Play: What Do We Learn? 00:30:00 Module 5 The Benefits of Walking 00:30:00 The Mind, Body and Soul Interconnectivity 00:30:00 Chiropractic Care: A Benefit to the Well Individual? 00:30:00 Acupuncture: A Benefit to the Well Individual? 00:30:00 The Benefits of Being Well 00:30:00 Where You Live Affects Your Wellness 00:30:00 The Benefits of Being Fit 00:30:00 Music: Our Connection to the Higher Conscious 00:30:00 The Yin and Yang of the Healthy Individual 00:30:00 Right Hand vs. Left Hand: Who's Healthier? 00:30:00 Is Your Mind Playing Tricks? 00:30:00 Recommended Reading Recommended Reading : Wellness And Fitness Training Level 3 00:00:00 Mock Exam Mock Exam - Wellness And Fitness Training Level 3 00:20:00 Final Exam Final Exam - Wellness And Fitness Training Level 3 00:20:00