# Machine Learning > Complete Machine Learning Guide: Topics, Algorithms, and Applications Canonical page: [https://chrome-stats.com/d/com.malab.machinelearning](https://chrome-stats.com/d/com.malab.machinelearning) ## Overview - **ID:** `com.malab.machinelearning` - **Platform:** Android - **Type:** Android app - **Status:** Available - **Publisher:** StudyZoom - **Category:** EDUCATION - **Downloads:** 2,161 - **Version:** 1.1 - **Last updated:** 2026-07-15 - **First published:** 2025-08-09 - **Publisher country:** PK - **Size:** 83 MB - **Data as of:** 2026-09-12 - **Store listing:** [Google Play Store](https://play.google.com/store/apps/details?id=com.malab.machinelearning) - **Website:** [https://studyzoominternational.com/app-ads.txt](https://studyzoominternational.com/app-ads.txt) - **Privacy policy:** [https://sites.google.com/view/malab-machine-learning/home](https://sites.google.com/view/malab-machine-learning/home) ## Description Master Machine Learning with this all-in-one app β€” designed for students, professionals, and competitive exam aspirants. This app offers a structured, chapter-wise learning journey covering key concepts, algorithms, and applications β€” all based on a standard ML curriculum.

πŸš€ What’s Inside:

πŸ“˜ Unit 1: Introduction to Machine Learning
β€’ What is Machine Learning
β€’ Well-posed Learning Problems
β€’ Designing a Learning System
β€’ Perspectives and Issues in Machine Learning

πŸ“˜ Unit 2: Concept Learning and General-to-Specific Ordering
β€’ Concept Learning as Search
β€’ FIND-S Algorithm
β€’ Version Space
β€’ Inductive Bias

πŸ“˜ Unit 3: Decision Tree Learning
β€’ Decision Tree Representation
β€’ ID3 Algorithm
β€’ Entropy and Information Gain
β€’ Overfitting and Pruning

πŸ“˜ Unit 4: Artificial Neural Networks
β€’ Perceptron Algorithm
β€’ Multilayer Networks
β€’ Backpropagation
β€’ Issues in Network Design

πŸ“˜ Unit 5: Evaluating Hypotheses
β€’ Motivation
β€’ Estimating Hypothesis Accuracy
β€’ Confidence Intervals
β€’ Comparing Learning Algorithms

πŸ“˜ Unit 6: Bayesian Learning
β€’ Bayes’ Theorem
β€’ Maximum Likelihood and MAP
β€’ Naive Bayes Classifier
β€’ Bayesian Belief Networks

πŸ“˜ Unit 7: Computational Learning Theory
β€’ Probably Approximately Correct (PAC) Learning
β€’ Sample Complexity
β€’ VC Dimension
β€’ Mistake Bound Model

πŸ“˜ Unit 8: Instance-Based Learning
β€’ K-Nearest Neighbor Algorithm
β€’ Case-Based Reasoning
β€’ Locally Weighted Regression
β€’ Curse of Dimensionality

πŸ“˜ Unit 9: Genetic Algorithms
β€’ Hypothesis Space Search
β€’ Genetic Operators
β€’ Fitness Functions
β€’ Applications of Genetic Algorithms

πŸ“˜ Unit 10: Learning Sets of Rules
β€’ Sequential Covering Algorithms
β€’ Rule Post-Pruning
β€’ Learning First-Order Rules
β€’ Learning Using Prolog-EBG

πŸ“˜ Unit 11: Analytical Learning
β€’ Explanation-Based Learning (EBL)
β€’ Inductive-Analytical Learning
β€’ Relevance Information
β€’ Operationality

πŸ“˜ Unit 12: Combining Inductive and Analytical Learning
β€’ Inductive Logic Programming (ILP)
β€’ FOIL Algorithm
β€’ Combining Explanation and Observation
β€’ Applications of ILP

πŸ“˜ Unit 13: Reinforcement Learning
β€’ The Learning Task
β€’ Q-Learning
β€’ Temporal Difference Methods
β€’ Exploration Strategies

πŸ” Key Features:
β€’ Structured syllabus with topic-wise breakdown
β€’ Includes syllabus books, MCQs, and quizzes for comprehensive learning
β€’ Bookmark feature for easy navigation and quick access
β€’ Supports horizontal and landscape view for enhanced usability
β€’ Ideal for BSc, MSc, and competitive exam preparation
β€’ 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.

πŸ“₯ Download now and begin your journey into Machine LearningΒ mastery! ## Rankings - #929,686 β€” Overall - #15 β€” machine learning algorithms - #17 β€” machine ## Permissions and access ### Permissions - `android.permission.ACCESS_ADSERVICES_AD_ID` - `android.permission.ACCESS_ADSERVICES_ATTRIBUTION` - `android.permission.ACCESS_ADSERVICES_CUSTOM_AUDIENCE` - `android.permission.ACCESS_ADSERVICES_TOPICS` - `android.permission.ACCESS_NETWORK_STATE` - `android.permission.ACCESS_WIFI_STATE` - `android.permission.CAMERA` - `android.permission.FOREGROUND_SERVICE` - `android.permission.INTERNET` - `android.permission.POST_NOTIFICATIONS` - `android.permission.SCHEDULE_EXACT_ALARM` - `android.permission.USE_BIOMETRIC` - `android.permission.USE_FINGERPRINT` - `android.permission.VIBRATE` - `android.permission.WAKE_LOCK` - `com.amazon.privacypass.ATTEST` - `com.android.vending.BILLING` - `com.android.vending.CHECK_LICENSE` - `com.google.android.finsky.permission.BIND_GET_INSTALL_REFERRER_SERVICE` - `com.google.android.gms.permission.AD_ID` - `com.google.android.providers.gsf.permission.READ_GSERVICES` - `com.malab.machinelearning.DYNAMIC_RECEIVER_NOT_EXPORTED_PERMISSION` ## Similar extensions and apps - [Machine Learning](https://chrome-stats.com/d/in.softecks.machinelearning) β€” 2,504 users - [Machine Learning - MasterNow](https://chrome-stats.com/d/machine.learning.computer.science) β€” 677 users - [Machine Learning Guidance](https://chrome-stats.com/d/com.machinelearning.lmquiz) β€” 34 users - [Learn Machine Learning](https://chrome-stats.com/d/com.applixus.learn_machine_learning_android_tutorial) β€” 236 users - [Machine Learning Advice](https://chrome-stats.com/d/com.nasappstudio.machinelearningadvice) - [Machine Learning](https://chrome-stats.com/d/coursetech.MachineLearning) β€” 196 users - [Learn Machine Learning](https://chrome-stats.com/d/ml.machinelearning.learning.machine.data.datascience.bigdata.programming.analytics.coding.learn) β€” 236,607 users, 4.64 / 5 - [Machine Learning game MCQ](https://chrome-stats.com/d/com.kritiqapps.testml) β€” 188 users - [Machine Learning Tutorial](https://chrome-stats.com/d/lifegoal.helpinghands.machinelearning) β€” 18,479 users - [Learn Machine Learning Now PRO](https://chrome-stats.com/d/com.codepoint.learnmachinelearningpro) β€” 77 users - [Learn Machine Learning Offline](https://chrome-stats.com/d/com.meenstudio.mlguide) β€” 31,716 users, 4.09 / 5 --- Source: [Chrome-Stats](https://chrome-stats.com/d/com.malab.machinelearning)