» Từ khóa: Machine Learning

Ebook "Machine learning with Python for everyone" will help you master the processes, patterns, and strategies you need to build effective learning systems, even if you’re an absolute beginner. If you can write some Python code, this book is for you, no matter how little college-level math you know. Principal instructor Mark E. Fenner relies on plain-English stories, pictures, and Python examples to communicate the ideas of machine learning.

 588 p apd 24/11/2023 38 0 Download

Từ khóa: Machine learning with Python for everyone, Machine learning, Evaluating learning systems, Building learning systems, Evaluating regressors, Combining learners, Domain-specific learning

Ebook "Hands-on machine learning with Python: Implement neural network solutions with Scikit-learn and PyTorch" is divided into three sections. The first section introduces you to number crunching and data analysis tools using Python with in-depth explanation on environment configuration, data loading, numerical processing, data analysis, and visualizations. The second section covers machine learning basics and Scikit-learn library.

 340 p apd 24/11/2023 30 0 Download

Từ khóa: Hands-on machine learning with Python, Machine learning, Neural network, Python programming language, Scientific Python ecosystem, Matplotlib data visualization, Tuning supervised learners

Cuốn sách "Machine Learning cơ bản" được biên soạn nhằm cung cấp cho bạn đọc những khái niệm, kỹ thuật chung và các thuật toán cơ bản nhất của Machine Learning. Từ đó, bạn đọc có thể tự tìm thêm các cuốn sách và khóa học liên quan nếu muốn đi sâu vào từng vấn đề. Các suy luận toán học và ví dụ mẫu trên Python ở cuối mỗi chương sẽ giúp...

 422 p apd 24/11/2023 31 0 Download

Từ khóa: Machine Learning cơ bản, Machine Learning, Đại số tuyến tính, Chéo hóa ma trận, Giải tích ma trận, Ước lượng tham số mô hình, Thuật toán machine learning, Kỹ thuật xây dựng đặc trưng

Ebook "Machine learning for data mining: Improve your data mining capabilities with advanced predictive modeling" will teach you how to implement ML algorithms and techniques in your data mining work. It will enable you to pair the best algorithms with the right tools and processes. You will learn how to identify patterns and make predictions with minimal human intervention. You will build different types of ML models, such as the neural...

 247 p apd 24/11/2023 24 0 Download

Từ khóa: Machine learning for data mining, Machine learning, Data mining, Advanced predictive modeling, Machine learning predictive models, Improving individual models, Neural network model, Multi-layer perceptron, The linear regression model

Ebook "An introduction to data: Everything you need to know about AI, big data and data science" reflects the author’s years of hands-on experience as an academic and practitioner. It is primarily intended for executives, managers and practitioners who want to redefine the way they think about artificial intelligence (AI) and other exponential technologies. Accordingly the book, which is structured as a collection of largely self-contained...

 131 p apd 24/11/2023 28 0 Download

Từ khóa: An introduction to data, Francesco Corea, Studies in Big Data, Artificial intelligence, Machine learning, Big data, Data science, AI business models

In ebook "Artificial intelligence programming with Python®: From Zero to Hero" veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in modern history. The book demystifies artificial intelligence and teaches readers its fundamentals from scratch in simple and plain language and with illustrative code examples.

 716 p apd 24/11/2023 27 0 Download

Từ khóa: Artificial intelligence programming with Python®, Artificial intelligence programming, AI development tools, Machine learning, Deep learning, Python development environments, Python AI frameworks

Ebook "Big data analytics with spark: A practitioner’s guide to using spark for large-scale data processing, machine learning, and graph analytics, and high-velocity data stream processing" provides an introduction to Spark and related big-data technologies. It covers Spark core and its add-on libraries, including Spark SQL, Spark Streaming, GraphX, and MLlib. Big Data Analytics with Spark is therefore written for busy professionals who...

 290 p apd 24/11/2023 33 0 Download

Từ khóa: Big data analytics with spark, Big data analytics, Large-scale data processing, Machine learning, Graph analytics, High-velocity data stream processing

Đề tài "Phân tích dữ liệu lớn trong kinh tế và kinh doanh" nghiên cứu các lý thuyết cơ bản về phần mềm Knime, phân lớp dữ liệu trong lĩnh vực máy học (Machine Learning), từ đó xây dụng một mô hình dự đoán hành vi mua hàng hay tâm lý mua sắm của khách hàng, biết cách xử lí dữ liệu trƣớc khi xây dựng mô hình dự đoán; phân tích, tìm ra nguyên nhân làm...

 60 p apd 13/10/2023 34 0 Download

Từ khóa: Khóa luận tốt nghiệp, Phân tích dữ liệu lớn, Phân lớp dữ liệu, Phần mềm Knime, Phân lớp dữ liệu, Machine learning