Online Books
- otexts.com - Forecasting: PrinciplesĀ andĀ Practice (3rdĀ ed) : A comprehensive, free online textbook on forecasting methods using R, featuring practical examples, graphical analysis, and modern tidyverse integration for students and professionals. #Forecasting #RProgramming #TimeSeriesAnalysis #DataScience #Statistics #MachineLearning #OpenEducation #Textbook #OTexts #BusinessAnalytics
- PySDR: A Guide to SDR and DSP using Python: Free online textbook introducing software-defined radio and digital signal processing with Python examples #SDR #DSP #Python #WirelessCommunications
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- Exploring Mathematics with Python: An online textbook blending Arthur Engelās classic math problems with Python-based explorations and visualizations. #Mathematics #Python #Algorithms #Visualization #book
- Time Series Classification : A comprehensive resource for time series classification, clustering, and regression featuring datasets, code repositories (aeon/tsml), research papers, and community tools. #TimeSeriesClassification #MachineLearning #OpenSource #Python
- Data Mining With Python and R : A comprehensive tutorial on data mining with Python and R, covering data exploration, manipulation, preprocessing, and implementation of algorithms like regression, classification, and dimensionality reduction. #Python #R #DataMining #DataScienceTutorials
- Practical Deep Learning for Coders : A free, hands-on deep learning course for coders with Python experience, teaching practical applications using PyTorch, fastai, and Transformers through real-world projects and deployment. #DeepLearning #PyTorch #fastai #PracticalAI
- Forecasting: PrinciplesĀ andĀ Practice (3rdĀ ed) : Forecasting: Principles and Practice is a comprehensive online textbook on forecasting methods using R, covering both theoretical foundations and practical applications. #forecasting #datascience #statistics #rstats
- PY4E - Python for Everybody : Python for Everybody is a website offering free materials, lectures, a book, and assignments for learning Python programming, with options for certification and course integration. #Python #Programming #Education #FreeCourses
- Think Stats : This is the HTML version of "Think Stats 2e" by Allen B. Downey, a book on exploratory data analysis in Python. #statistics #python #dataanalysis #textbook
- Understanding Deep Learning : This page provides coding exercises, instructor resources, interactive figures, and further reading materials for the "Understanding Deep Learning" book. #DeepLearning #MachineLearning #AI #Education
- Computer Science from the Bottom Up : "Computer Science from the Bottom Up" by Ian Wienand is an educational resource that systematically covers core computer science concepts from fundamental principles. 'Computer Science from the Bottom Up' provides detailed figures, tables, and examples to aid understanding of foundational concepts. #ComputerScience #Education #eBooks
- Fundamentals of Data Visualization: A comprehensive guide to creating accurate, professional, and impactful data visualizations, based on practical insights and principles. #DataVisualization #RMarkdown #Storytelling #DesignPrinciples #eBook
- Foundations of Computer Vision: A visually rich, open-access textbook covering essential principles of computer vision through intuitive explanations and compact chapters. #ComputerVision #MachineLearning #OpenEducation #VisualLearning #eBook
- INTRODUCTION TO DIGITAL FILTERS WITH AUDIO APPLICATIONS: A comprehensive textbook by Julius O. Smith III covering digital filter theory, design, and implementation with audio-focused examples and MATLAB resources. #DigitalSignalProcessing #AudioEngineering #FilterDesign #MATLAB #Book
- Machine Learning Math | TensorTonic: A structured hub of essential math conceptsāstatistics, probability, linear algebra, and optimizationāfor building machine learning foundations. #MachineLearning #Math #Statistics #AI #book
- Introduction - impl Rust for ESP32: A resource introducing Rust programming for ESP32 microcontrollers, focusing on embedded development and performance. #RustLang #ESP32 #EmbeddedSystems #IoT #book
- Python Data Science Handbook | Python Data Science Handbook: Full online text of Jake VanderPlasās Python Data Science Handbook with code examples and resources #Python #DataScience #MachineLearning #OpenSource #Book
- System Reliability and Six Sigma in R and Python: Online textbook teaching reliability engineering and six sigma techniques with coding workshops in R and Python #ReliabilityEngineering #SixSigma #RStats #Python #book
- Justin Skycak: A rich collection of math and learning resources blending cognitive science, educational strategy, and advanced textbooks to accelerate student mastery. #MathEducation #LearningScience #Algorithms #Upskilling #eBook