Lyt når som helst, hvor som helst

Nyd den ubegrænsede adgang til tusindvis af spændende e- og lydbøger - helt gratis

  • Lyt og læs så meget du har lyst til
  • Opdag et kæmpe bibliotek fyldt med fortællinger
  • Eksklusive titler + Mofibo Originals
  • Opsig når som helst
Start tilbuddet
DK - Details page - Device banner - 894x1036

Introduction to Machine Learning with Python

Sprog
Engelsk
Format
Kategori

Fakta

Machine learning is a subfield of artificial intelligence, broadly defined as a machine's capability to imitate intelligent human behavior. Like humans, machines become capable of making intelligent decisions by learning from their past experiences. Machine learning is being employed in many applications, including fraud detection and prevention, self-driving cars, recommendation systems, facial recognition technology, and intelligent computing. This book helps beginners learn the art and science of machine learning. It presens real-world examples that leverage the popular Python machine learning ecosystem, The topics covered in this book include machine learning basics: supervised and unsupervised learning, linear regression and logistic regression, Support Vector Machines (SVMs). It also delves into special topics such as neural networks, theory of generalisation, and bias and fairness in machine learning. After reading this book, computer science and engineering students - at college and university levels - will receive a complete understanding of machine learning fundamentals and will be able to implement neural network solutions in information systems, and also extend them to their advantage.

© 2008 Bentham Science (E-bog): 9789815124422

Release date

E-bog: 4. september 2008

Andre kan også lide...

  1. Python Machine Learning By Example: The easiest way to get into machine learning Yuxi (Hayden) Liu
  2. Practical Machine Learning on Databricks: Seamlessly transition ML models and MLOps on Databricks Debu Sinha
  3. Data-Centric Machine Learning with Python: The ultimate guide to engineering and deploying high-quality models based on good data Jonas Christensen
  4. Natural Language Processing: Python and NLTK Jacob Perkins
  5. Active Machine Learning with Python: Refine and elevate data quality over quantity with active learning Margaux Masson-Forsythe
  6. Mastering NLP from Foundations to LLMs: Apply advanced rule-based techniques to LLMs and solve real-world business problems using Python Lior Gazit
  7. Hands-On Machine Learning for Cybersecurity: Safeguard your system by making your machines intelligent using the Python ecosystem Sinan Ozdemir
  8. Hands-On Recommendation Systems with Python: Start building powerful and personalized, recommendation engines with Python Rounak Banik
  9. Natural Language Processing with Python Quick Start Guide: Going from a Python developer to an effective Natural Language Processing Engineer Nirant Kasliwal
  10. Machine Learning for Time-Series with Python: Forecast, predict, and detect anomalies with state-of-the-art machine learning methods Ben Auffarth
  11. Hands-On Reinforcement Learning with Python: Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow Sudharsan Ravichandiran
  12. Mastering Transformers: Build state-of-the-art models from scratch with advanced natural language processing techniques Meysam Asgari- Chenaghlu
  13. Learn OpenAI Whisper: Transform your understanding of GenAI through robust and accurate speech processing solutions Josué R. Batista
  14. Vector Search for Practitioners with Elastic: A toolkit for building NLP solutions for search, observability, and security using vector search Bahaaldine Azarmi
  15. Hands-On Automated Machine Learning: A beginner's guide to building automated machine learning systems using AutoML and Python Sibanjan Das
  16. Artificial Intelligence Basics: A Self-Teaching Introduction N. Gupta
  17. Thoughtful Data Science: A Programmer’s Toolset for Data Analysis and Artificial Intelligence with Python, Jupyter Notebook, and PixieDust David Taieb
  18. Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python Stefan Jansen
  19. 10 Machine Learning Blueprints You Should Know for Cybersecurity: Protect your systems and boost your defenses with cutting-edge AI techniques Rajvardhan Oak
  20. Getting Started with Streamlit for Data Science: Create and deploy Streamlit web applications from scratch in Python Tyler Richards
  21. CYBER SECURITY HANDBOOK Part-1: Hacking the Hackers: Unraveling the World of Cybersecurity Poonam Devi
  22. Hands-On Deep Learning Architectures with Python: Create deep neural networks to solve computational problems using TensorFlow and Keras Yuxi (Hayden) Liu
  23. Deep Learning with Theano Christopher Bourez
  24. A Guide to Python Mastery: Python Ummed Singh
  25. Python Machine Learning Blueprints: Intuitive data projects you can relate to Alexander T. Combs
  26. Learning OpenCV 4 Computer Vision with Python 3: Get to grips with tools, techniques, and algorithms for computer vision and machine learning, 3rd Edition Joseph Howse
  27. Machine Learning for Emotion Analysis in Python: Build AI-powered tools for analyzing emotion using natural language processing and machine learning Allan Ramsay
  28. Exploratory Data Analysis with Python Cookbook: Over 50 recipes to analyze, visualize, and extract insights from structured and unstructured data Ayodele Oluleye
  29. Mastering Machine Learning for Penetration Testing: Develop an extensive skill set to break self-learning systems using Python Chiheb Chebbi
  30. Hands-On Music Generation with Magenta: Explore the role of deep learning in music generation and assisted music composition Alexandre DuBreuil
  31. Applied Geospatial Data Science with Python: Leverage geospatial data analysis and modeling to find unique solutions to environmental problems David S. Jordan
  32. Hands-On Blockchain for Python Developers: Gain blockchain programming skills to build decentralized applications using Python Arjuna Sky Kok
  33. Hands-On Data Structures and Algorithms with Python – Third Edition: Store, manipulate, and access data effectively and boost the performance of your applications Dr. Basant Agarwal
  34. Hands-On GPU Programming with Python and CUDA: Explore high-performance parallel computing with CUDA Dr. Brian Tuomanen
  35. Practical Guide to Azure Cognitive Services: Leverage the power of Azure OpenAI to optimize operations, reduce costs, and deliver cutting-edge AI solutions Andy Roberts
  36. Bayesian Analysis with Python.: Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ Osvaldo Martin
  37. Hands-On Data Visualization with Bokeh: Interactive web plotting for Python using Bokeh Kevin Jolly
  38. Beginning Data Analysis with Python And Jupyter: Use powerful industry-standard tools to unlock new, actionable insight from your existing data Alex Galea
  39. Probably Overthinking It: How to Use Data to Answer Questions, Avoid Statistical Traps, and Make Better Decisions Allen B. Downey
  40. BeagleBone By Example Jayakarthigeyan Prabakar
  41. Python Object-Oriented Programming: Build robust and maintainable object-oriented Python applications and libraries Dusty Phillips
  42. Python Fundamentals: A practical guide for learning Python, complete with real-world projects for you to explore Mark Nganga
  43. Some Examples Related to Ethical Computer Networking Hacking Dr. Hedaya Alasooly
  44. Internet of Things Programming Projects: Build exciting IoT projects using Raspberry Pi 5, Raspberry Pi Pico, and Python Colin Dow
  45. Infrastructure Attack Strategies for Ethical Hacking Himanshu Sharma
  46. Network Programming and Automation Essentials: Get started in the realm of network automation using Python and Go Claus Töpke
  47. Common Windows, Linux and Web Server Systems Hacking Techniques Dr. Hidaia Mahmood Alassouli
  48. Fuzzing Against the Machine: Automate vulnerability research with emulated IoT devices on QEMU Antonio Nappa

Vælg dit abonnement

  • Over 600.000 titler

  • Download og nyd titler offline

  • Eksklusive titler + Mofibo Originals

  • Børnevenligt miljø (Kids Mode)

  • Det er nemt at opsige når som helst

Flex

For dig som vil prøve Mofibo.

89 kr. /måned
  • 1 konto

  • 20 timer/måned

  • Gem op til 100 ubrugte timer

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Prøv gratis
Den mest populære

Premium

For dig som lytter og læser ofte.

129 kr. /måned
  • 1 konto

  • 100 timer/måned

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Start tilbuddet

Unlimited

For dig som lytter og læser ubegrænset.

149 kr. /måned
  • 1 konto

  • Ubegrænset adgang

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Start tilbuddet

Family

For dig som ønsker at dele historier med familien.

Fra 179 kr. /måned
  • 2-6 konti

  • 100 timer/måned pr. konto

  • Fri lytning til podcasts

  • Kun 39 kr. pr. ekstra konto

  • Ingen binding

2 konti

179 kr. /måned
Start tilbuddet