Machine Learning is an education app developed by StudyZoom.
Download Statistics
Machine Learning has been downloaded 2.1 thousand times. In the last 30 days, the app was downloaded 130 times.
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App Information
Machine Learning is FREE to download. The APK download size is 54.97 MB. The latest version available is 1.1. The last update was on July 15, 2026.
Technical Requirements
The app has a content rating of Everyone. The app has been available on Google Play August 2025.
Description
Master Machine Learning with this all-in-one app — designed for students, professionals, and competitive exam aspirants. This app offers a structured, chapter-wise learning journey covering key concepts, algorithms, and applications — all based on a standard ML curriculum.
🚀 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 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!
Recent changes: 🚀 New Update of Machine Learning App:
• ✨ 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!
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★★★★★
Master Machine Learning with this complete guide! This book includes MCQs, a full syllabus, and quizzes to test your knowledge. Perfect for students, professionals, and anyone eager to explore the world of AI and data science. Learn, practice, and succeed with ease!
★★★★★
Machine Learning — your all-in-one guide with complete syllabus, MCQs, and quizzes to help you learn, practice, and master the subject with confidence
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