描述
🚀 What’s Inside:
📘 Unit 1: Introduction to Machine Learning
• What is Machine Learning
• Well-posed Learning Problems
• Designing a Learning System
• Perspectives and Issues in Machine Learning
📘 Unit 2: Concept Learning and General-to-Specific Ordering
• Concept Learning as Search
• FIND-S Algorithm
• Version Space
• Inductive Bias
📘 Unit 3: Decision Tree Learning
• Decision Tree Representation
• ID3 Algorithm
• Entropy and Information Gain
• Overfitting and Pruning
📘 Unit 4: Artificial Neural Networks
• Perceptron Algorithm
• Multilayer Networks
• Backpropagation
• Issues in Network Design
📘 Unit 5: Evaluating Hypotheses
• Motivation
• Estimating Hypothesis Accuracy
• Confidence Intervals
• Comparing Learning Algorithms
📘 Unit 6: Bayesian Learning
• Bayes’ Theorem
• Maximum Likelihood and MAP
• Naive Bayes Classifier
• Bayesian Belief Networks
📘 Unit 7: Computational Learning Theory
• Probably Approximately Correct (PAC) Learning
• Sample Complexity
• VC Dimension
• Mistake Bound Model
📘 Unit 8: Instance-Based Learning
• K-Nearest Neighbor Algorithm
• Case-Based Reasoning
• Locally Weighted Regression
• Curse of Dimensionality
📘 Unit 9: Genetic Algorithms
• Hypothesis Space Search
• Genetic Operators
• Fitness Functions
• Applications of Genetic Algorithms
📘 Unit 10: Learning Sets of Rules
• Sequential Covering Algorithms
• Rule Post-Pruning
• Learning First-Order Rules
• Learning Using Prolog-EBG
📘 Unit 11: Analytical Learning
• Explanation-Based Learning (EBL)
• Inductive-Analytical Learning
• Relevance Information
• Operationality
📘 Unit 12: Combining Inductive and Analytical Learning
• Inductive Logic Programming (ILP)
• FOIL Algorithm
• Combining Explanation and Observation
• Applications of ILP
📘 Unit 13: Reinforcement Learning
• The Learning Task
• Q-Learning
• Temporal Difference Methods
• Exploration Strategies
🔍 Key Features:
• Structured syllabus with topic-wise breakdown
• Includes syllabus books, MCQs, and quizzes for comprehensive learning
• Bookmark feature for easy navigation and quick access
• Supports horizontal and landscape view for enhanced usability
• Ideal for BSc, MSc, and competitive exam preparation
• Lightweight design and easy navigation
Whether you're a beginner or aiming to enhance your ML knowledge, this app is your perfect companion for academic and career success.
📥 Download now and begin your journey into Machine Learning mastery!
螢幕擷取畫面
新功能
- 版本: 1.0
- 發佈日期:
- 🚀 What’s New in Machine Learning App v1.0
• ✨ User interface with clean and intuitive design
• 🔖 Added bookmark feature for easy access to important topics
• 📱 Supports horizontal and landscape views for flexible studying
• 📚 Complete syllabus content, MCQs, and quizzes for better learning
• ⚡ Faster performance and smoother navigation
Perfect for students and professionals aiming to master Machine Learning. Download now and upgrade your study experience!
價錢
-
* 含廣告內容 - 今天: 免費
- 最小值: 免費
- 最大值: 免費
追蹤票價
開發人員
- StudyZoom
- 平台: Android 應用程式 (25)
- 清單: 0 + 0
- 點數: 0 + 0 ¡
- 排名: 0
- 評測: 0
- 折扣: 0
- 影片: 0
- RSS: 訂閱
點數
未找到 ☹️
排名
未找到 ☹️
清單
未找到 ☹️
評測
成為第一個評論 🌟
其他資訊
- 版本: 1.0
- ID: com.malab.machinelearning
- 類別 :
Android 應用程式›教育 - OS:
Android 7.0 - 大小:
24 Mb - 內容分級:
Everyone - Google Play 評分:
0 - 發佈日期:
- 發行日期:
聯絡人
https://h8f561cd7.app-ads-txt.com你可能還喜歡
-
- Machine Learning Tutorial
- Android 應用程式: 教育 由: Incognito Inventions
- * 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 0 版本: 1.0.7 Machine Learning Tutorial Offline : This FREE app will help you to understand Machine Learning Programming Language properly and teach you about how to Start Coding using Machine ... ⥯
-
- Machine Learning Quiz
- Android 應用程式: 教育 由: Christopher Enim
- * 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 0 版本: 1.0.0 Machine Learning Quiz is designed to help students, developers and professionals prepare for machine learning interviews, assessments and exams. Select the number of questions per ... ⥯
-
- Machine Learning Advance
- Android 應用程式: 教育 由: SkedSoft
- * 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 205 (3.3) 版本: 3.0.4 Advance engineering subjects for graduate and postgraduate students. App covers a large number of subjects from the courses including machine learning , AI and computer science. All ... ⥯
-
- Learning Pocket
- Android 應用程式: 教育 由: Learning Pocket
- 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 0 版本: 1.2.2 Our Mission is to enable the young generation to succeed in the competitive market by nurturing their talent, aptitude, diligence and competencies while unleashing their skills. We, ... ⥯
-
- Learning Genie for Parents
- Android 應用程式: 教育 由: Learning Genie Inc
- 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 715 (3.7) 版本: 5.0.12 Learning Genie is a reporting and portfolio app used in preschools and childcare centers. The customized experience allows you to be more present in your child s early learning, ... ⥯
-
- Learning Pool LMS
- Android 應用程式: 教育 由: Learning Pool
- 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 0 版本: 4.0.5 Learning Pool LMS users can now complete their learning on the go by using the Learning Pool Mobile App. The Learning Pool Mobile App has an Offline Player that allows you to download ... ⥯
-
- Learning Chemistry
- Android 應用程式: 教育 由: Learning Chemistry
- 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 0 版本: 1.8.2.1 Learning Chemistry is an app designed to make chemistry learning fun, easy and accessible to everyone. With this app, students can learn about various topics related to chemistry such ... ⥯
-
- Learning Assistant
- Android 應用程式: 教育 由: Learning Assistant
- 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 0 版本: 2.3.2 The Learning Assistant is designed to support learners and assessors, our intuitive interface allows you to easily capture evidence and observations relating to your learners ... ⥯
-
- Learning Niti
- Android 應用程式: 教育 由: Learning Niti
- 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 2,208 (5.0) 版本: 1.8.2.9 Right from understanding the topics to clearing the exam, we offer you a one-stop solution for all your learning needs. Now learn with us, uninterrupted from the safety of your home. ... ⥯
-
- Learning Ally Audiobooks
- Android 應用程式: 教育 由: Learning Ally
- 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 714 (3.3) 版本: 4.10.1 This app provides access to Learning Ally s library of human-read audiobooks, offering an extensive selection of books students want and need to read, including bestsellers, classic ... ⥯
-
- Learning Upgrade
- Android 應用程式: 教育 由: Learning Upgrade LLC
- * 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 299 (3.7) 版本: 2.86.1 Learn English and math quickly and easily for success at school, college, and work. The lessons in Learning Upgrade are filled with songs, video, and games to make learning fun! Just ... ⥯
-
- Learning Passport (Myanmar)
- Android 應用程式: 教育 由: Learning Passport
- 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 0 版本: 3.0.0.0 The Learning Passport Instance for the Myanmar is Mobile application that enables continuous access to quality education and supplementary resources for children's lifelong learning. ... ⥯
-
- Learning Space Digital
- Android 應用程式: 教育 由: Learning Space Educational Services Pvt. Ltd.
- 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 0 版本: 3.28.0 Established with the motto "To make our motherland a beacon of knowledge for the world", Learning Space Digital is at the forefront in India in developing highest-quality digital ... ⥯
-
- Learning Seaman for Companies
- Android 應用程式: 教育 由: Learning Path
- 免費
- 清單: 0 + 0 排名: 0 評測: 0
- 點數: 0 + 0 版本: 2.5.0 Wellness by Learning Seaman is the first worldwide platform & mobile application dedicated to seafarers well being, mental health and resilience onboard. It's a lifeline for those who ... ⥯