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Free Download Udemy - Mastering Classification Metrics - Beyond Accuracy Published: 3/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 1.22 GB | Duration: 1h 30m Visually Learn, Remember, and Choose the Best Metrics for Machine Learning Models What you'll learn Define common classification metrics, including accuracy, precision, recall, F1-score, and ROC-AUC. Visualize classification metrics using intuitive, real-world examples to reinforce learning and recall. Compare and contrast different metrics to evaluate their strengths, weaknesses, and ideal use cases. Select the most effective metric for a given classification problem based on data distribution and project goals. Analyze confusion matrices to gain deeper insights into model performance. Identify when accuracy is misleading and how to use alternative metrics for imbalanced datasets. Optimize machine learning models by prioritizing the right metric for your specific use case. Requirements Basic math skills (fractions, percentages, and weighted averages) to follow metric calculations. Familiarity with machine learning concepts is helpful but not necessary. Beginners can follow along as long as they have an interest in classification metrics. No programming experience required! This course focuses on conceptual understanding with visual explanations-no coding needed. Description Master Classification Metrics with a Visual, Intuitive ApproachChoosing the right classification metric can make or break your machine learning model. Yet, many data professionals default to accuracy-when better options like precision, recall, F1-score, and ROC-AUC might be the smarter choice.This course is designed to help you visually learn, remember, and apply the most important classification metrics-so you can confidently select the right one for any problem.What You'll Learn:Define and compare key classification metrics like precision, recall, F1-score, and ROC-AUCVisually understand how each metric works and when to use itAvoid common pitfalls in metric selection for imbalanced datasetsGain confidence in choosing the best metric for real-world machine learning problemsWhy Take This Course?Intuitive - Learn metric definitions in a highly relatable, easy-to-digest wayVisual - Tap into your natural learning style with engaging visuals that SHOW rather than tellApplicable - Master not just the definitions, but also how to choose the right metric for any ML projectWho Should Enroll?Data science students, analysts, and professionals looking to strengthen their understanding of classification metricsMachine learning practitioners who want to improve model evaluation and decision-makingJoin now and stop second-guessing your metric choices-start optimizing your models with confidence! Data science students who want a deeper, more intuitive understanding of classification metrics.,Working professionals in data science and machine learning looking to improve model evaluation skills.,Aspiring data analysts and ML practitioners who want to confidently interpret and select the right metrics for real-world problems.,Anyone struggling with classification metrics who wants a clear, visual, and memorable way to learn them. Homepage: https://www.udemy.com/course/mastering-classification-metrics/ [b]AusFile[/b] https://ausfile.com/ingvdacgybq8/tpeco.Mastering.Classification.Metrics.Beyond.Accuracy.part1.rar.html https://ausfile.com/7j5gzotn46ek/tpeco.Mastering.Classification.Metrics.Beyond.Accuracy.part2.rar.html Rapidgator https://rg.to/file/d22a291e3886a3f741fd8710c24f3376/tpeco.Mastering.Classification.Metrics.Beyond.Accuracy.part1.rar.html https://rg.to/file/728c1df9221099a818d589a23898b633/tpeco.Mastering.Classification.Metrics.Beyond.Accuracy.part2.rar.html Fikper Free Download https://fikper.com/8dKTCv0Aaw/tpeco.Mastering.Classification.Metrics.Beyond.Accuracy.part1.rar.html https://fikper.com/xBD70H4ACl/tpeco.Mastering.Classification.Metrics.Beyond.Accuracy.part2.rar.html No Password - Links are Interchangeable

Free Download Udemy - Truth In Sight - The Classification Of Sickness Published: 3/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 24.23 GB | Duration: 14h 15m The path to good health starts with the TRUTH. What you'll learn The Truth and Falsehood behind Sicknesses and Diseases. Take control of your well-being. breaking free from the chains of doubt and negativity to discover the true potential of your health. Learn to improve your Health to live a healthy and happy life. How you can turn this course into a healing opportunity for your body. Requirements There are no Requirements or perquisites for taking this course. Description Embark on the ultimate health journey with a course that will forever change the way you view illness.Through the lens of TV and movies, we've been conditioned to fear sickness-a clever scheme by the Devil, as I unveil in "Episode IV: Master Ali and the Case of Outwitting the Devil."This course breaks down sickness into three distinct categories: Natural Body Detoxing, Chronic Illness, and Non-Physical Illness. We'll also explore the impact of technology on our bodies, uncovering the hidden health effects lurking in our modern world. And, of course, we'll delve into various illnesses and discover natural remedies for recovery.Heavy metal detoxing has been a widespread notion, but we'll take a deep dive into this topic, offering fresh insights into the role of metals and minerals in our body's health.We'll dive deep into each category with step-by-step guidance to help you reclaim your health.Prepare to be introduced to a plethora of new insights, challenging your current understanding of health and pushing you to see it from a fresh perspective.Are you ready for the adventure of a lifetime? This transformative journey promises to be one you won't forget.With nearly 15 hours of in-depth content, I'll be right by your side every step of the way. This course includes the PDF eBook version for quick and easy reference.Thank you,Grand Master Ali Overview Section 1: Introduction Lecture 1 Introduction Section 2: Course Notes - The Classification of Sickness Lecture 2 The Classification of Sickness Section 3: Section I Lecture 3 Let's Begin Section 4: Section II Lecture 4 The Truth Begins Here Lecture 5 Bless the Fever Lecture 6 Do Not Coerce the Ill Person to Eat or Drink Lecture 7 Why does everyone get sick at the same time Lecture 8 Bio Receptors Lecture 9 How many times a year does our bodies detox Lecture 10 Do viruses exist in Nature Lecture 11 Scientists Proved Viruses Are Not Contagious in 1918 Lecture 12 Germ vs Terrain Theory Lecture 13 Herd Immunity Lecture 14 1st Review Lecture 15 Clarification of Plagues and Contagions Lecture 16 The Misconception Called Virus Lecture 17 Can an animal spread disease to a human Lecture 18 Natural Body Detox Review Lecture 19 Let Water Be Your Medicine Lecture 20 The Benefits of Touch Lecture 21 Understanding the Virus Issue Section 5: Section III Lecture 22 Healing is Voltage Lecture 23 Grounding Lecture 24 Zapping Lecture 25 Consumption and Elimination systems Lecture 26 Lymphatic System Part 1 Lecture 27 Lymphatic System Part 2 Lecture 28 5G and Electrical Magnetic Interferences Lecture 29 BIOGeometry and EMF RF Lecture 30 Blood Tests Reports and Organ Detoxing Lecture 31 The Stomach-Gut-Brain Connection Lecture 32 Reasons to Eat Slower Lecture 33 Chronic Sickness Solutions Lecture 34 Raw Milk Lecture 35 The Dangers of Using the Word "Cure" Lecture 36 Do you know that phrase "Consult a Doctor or Physician" Lecture 37 Genetic and Hereditary Sickness Lecture 38 What is Schumann Resonance and why it is important for your health Section 6: Section IV Lecture 39 Section IV introduction Lecture 40 Healing Plan Lecture 41 Fasting Lecture 42 Happiness Plan Lecture 43 Don't OVER COMPLICATE your Healing Plan Lecture 44 The Mind Meditation and Breathing Lecture 45 Multitasking the Mind - You are playing a dangerous game Lecture 46 Exercise & Accessories Lecture 47 Relaxing the Mind and Your Thoughts Lecture 48 Forgiveness Letting go of grudges and bitterness Lecture 49 The Soul "Treat your sick with charity" Lecture 50 Prayers, Daily Mantras and thought Vibrations Lecture 51 The Heart Sound Music Therapy Lecture 52 Body Reversal Plan - Returning to Balance Lecture 53 Putting it ALL together - Mind Map To Health Recovery Lecture 54 Section IV Conclusion Section 7: Section V Lecture 55 Section V Introduction Lecture 56 Detox Protocol Section 8: Section VI Lecture 57 Section VI Introduction Lecture 58 Bowen Therapy Lecture 59 Fulvic and Humic Acid Lecture 60 Is Sweating Good For You Lecture 61 MMS and DMSO Lecture 62 Sacha Inchi Oil Lecture 63 Asthma Lecture 64 Hydrotherapy Lecture 65 Water Fasting Lecture 66 Terahertz Wand Blower Section 9: Section VII Lecture 67 Section VII Lecture 68 LIFE WITHOUT SMARTPHONES. HOW IT WAS Section 10: Section VIII Lecture 69 Section VIII Introduction Lecture 70 Golden Ratio - Phi Lecture 71 Phi Breathing Lecture 72 Chi Energy Lecture 73 Telomeres Repair your body at the Cellular Level Lecture 74 Prophetic Medicine Lecture 75 Patience During Times of Sickness Lecture 76 Prophetic Medicine of the Scriptures Section 11: Section IX Lecture 77 Section IX Non-Physical Sickness & Treatments Section 12: Section X Lecture 78 Section X Fact Checks Section 13: Section XI Lecture 79 Section XI Final Word This course is open for everyone who has the desire to improve themselves and their health. 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Unsupervised Learning for Exploration and Classification of Health Data MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 1 Hour 46M | 4.79 GB Genre: eLearning | Language: English One of the most exciting and practical goals of combining healthcare with technology is to mine large quantities of data to discover what, if anything, has eluded researchers-either through a lack of sufficiently large datasets or a lack of human ability to notice unlikely relationships. Unsupervised learning is a promising avenue for pursuing this goal, because unsupervised machine learning techniques do not require existing human knowledge to generate new insights about structure within datasets. This video, designed for learners with a basic understanding of statistics and computer programming, provides a detailed introduction to three specific types of unsupervised learning: cluster analysis, association analysis, and prin[beeep]l components analysis, as applied to health data sets both at the individual and population levels. Examples will be introduced in both Python and R. Discover how unsupervised learning generates novel insights and metrics from healthcare data Learn how to appropriately process healthcare data for unsupervised learning methodologies Understand association analysis and how it applies to health data sets in business and research Explore cluster analysis and how it's used in epidemiological and clinical applications Learn about prin[beeep]l components analysis and its use in medical literature Download From NitroFlare http://nitroflare.com/view/9EDC68BD6428E75/xidau123_UnsupervisedLearningforExplorationandClassifi.part1.rar http://nitroflare.com/view/45BC366AC140A1E/xidau123_UnsupervisedLearningforExplorationandClassifi.part2.rar http://nitroflare.com/view/08801893D1901FE/xidau123_UnsupervisedLearningforExplorationandClassifi.part3.rar http://nitroflare.com/view/7A41BEEE7367592/xidau123_UnsupervisedLearningforExplorationandClassifi.part4.rar http://nitroflare.com/view/EEBE78AD97D229F/xidau123_UnsupervisedLearningforExplorationandClassifi.part5.rar http://nitroflare.com/view/439DF90617DF433/xidau123_UnsupervisedLearningforExplorationandClassifi.part6.rar Download From UploadGig https://uploadgig.com/file/download/62Cb32d6c7ea8127/xidau123_UnsupervisedLearningforExplorationandClassifi.part1.rar https://uploadgig.com/file/download/9F14751a297d7793/xidau123_UnsupervisedLearningforExplorationandClassifi.part2.rar https://uploadgig.com/file/download/c201Adcc4e600D6C/xidau123_UnsupervisedLearningforExplorationandClassifi.part3.rar https://uploadgig.com/file/download/Ac96b53faCFc1864/xidau123_UnsupervisedLearningforExplorationandClassifi.part4.rar https://uploadgig.com/file/download/9C11dd2baa584d71/xidau123_UnsupervisedLearningforExplorationandClassifi.part5.rar https://uploadgig.com/file/download/7d889ab46df26758/xidau123_UnsupervisedLearningforExplorationandClassifi.part6.rar Download From Rapidgator https://rapidgator.net/file/882c56a7148714243ce8def521daaea6/xidau123_UnsupervisedLearningforExplorationandClassifi.part1.rar.html https://rapidgator.net/file/f073fbb25569f0f696af891a2172f4db/xidau123_UnsupervisedLearningforExplorationandClassifi.part2.rar.html https://rapidgator.net/file/5bc56e015d044ddf787f514569f36e1a/xidau123_UnsupervisedLearningforExplorationandClassifi.part3.rar.html https://rapidgator.net/file/a3eee9865b422a9a200b0cd4c753c68a/xidau123_UnsupervisedLearningforExplorationandClassifi.part4.rar.html https://rapidgator.net/file/df1414fe4930a3e772a2a74a1dd081a8/xidau123_UnsupervisedLearningforExplorationandClassifi.part5.rar.html https://rapidgator.net/file/0aa5a0ef5d09bfdff20696b7f98700d0/xidau123_UnsupervisedLearningforExplorationandClassifi.part6.rar.html