LIBRISTO
LIBROAMANTO
povinné
Staňte sa súčasťou komunity milovníkov kníh z celého sveta a získajte hromadu výhod. Založiť účet zdarma
0
Doprava zadarmo s Packetou nad 59.99 €
Kuriér DPD 2.99 Zberné miesto GLS 2.99 SPS 3.99 Kuriér GLS 3.49 SPS Parcel Shop 2.99 Packeta kurýr 3.99 Pošta 3.99 Zberné miesto DPD 2.99 Zberné miesto DPD 0.00 Packeta 2.99

Doprava zdarma pre objednávky nad 59,99 € s Packetou a SPS Boxmi.

Machine Learning 101

Jazyk AngličtinaAngličtina
Kniha Brožovaná
Kniha Machine Learning 101 Gilbert Gutiérrez
Libristo kód: 48016708
Nakladateľstvo Amazon Digital Services LLC - Kdp, február 2025
(Book 4 of AI from Scratch: Step-by-Step Guide to Mastering Artificial Intelligence)Unlock the Power... Celý popis
? points 65 b
26.93
Skladom u dodávateľa Odosielame za 9-15 dní

30 dní na vrátenie tovaru

(Book 4 of AI from Scratch: Step-by-Step Guide to Mastering Artificial Intelligence)

Unlock the Power of Machine Learning-From Absolute Beginner to ML Expert

Are you eager to understand Machine Learning (ML) but unsure where to start? Do terms like neural networks, supervised learning, and model optimization seem intimidating? Machine Learning 101: From Zero to Hero is the ultimate beginner-friendly guide designed to take you from a complete novice to a confident ML practitioner-step by step.

This book is the fourth installment in the AI from Scratch series, offering an easy-to-follow, hands-on approach to mastering machine learning concepts and applications. Whether you're a student, developer, entrepreneur, or AI enthusiast, this book provides real-world examples, practical exercises, and Python-based coding tutorials to help you grasp machine learning fundamentals and apply them effectively.

What You Will Learn

Machine Learning Fundamentals

  • What is Machine Learning? How does it work?
  • The difference between supervised, unsupervised, and reinforcement learning
  • Essential mathematical concepts (Linear Algebra, Probability, Statistics)
  • How to collect, clean, and preprocess data for ML models

Supervised & Unsupervised Learning
  • Building Regression Models (Linear, Polynomial, Ridge, Lasso)
  • Mastering Classification Algorithms (Decision Trees, Logistic Regression, SVMs)
  • Clustering techniques like K-Means, DBSCAN, and Hierarchical Clustering
  • Reducing data complexity with PCA, t-SNE, and Autoencoders

Deep Learning & Advanced ML
  • Understanding Artificial Neural Networks (ANNs) and Deep Learning
  • Implementing CNNs for Image Processing and RNNs for Time-Series Data
  • Optimizing models with Hyperparameter Tuning, Cross-Validation, and Regularization
  • Hands-on coding with Scikit-learn, TensorFlow, and PyTorch

Real-World Applications & Career Guidance
  • Machine Learning in Healthcare, Finance, and E-Commerce
  • Ethical considerations & avoiding bias in AI models
  • The future of ML: AutoML, Federated Learning, and Quantum AI
  • Career roadmap: ML certifications, job roles, and portfolio building

Who Is This Book For?
  • Beginners & Students - No prior ML knowledge required! Learn step by step.
  • Software Developers & Engineers - Transition into AI with hands-on coding exercises.
  • Entrepreneurs & Business Leaders - Discover how ML can drive business success.
  • AI Enthusiasts & Researchers - Gain a structured foundation to advance your AI journey.

Why Read This Book?
  • Step-by-step approach - Learn ML concepts in a structured and beginner-friendly manner
  • Hands-on coding exercises - Build real ML models using Python, TensorFlow, and Scikit-learn
  • Industry case studies - See how ML is applied in finance, healthcare, and tech
  • Actionable learning - Work on practical projects and develop an ML portfolio
  • Up-to-date content - Covers modern ML trends like AutoML and Quantum AI

Your Journey from Zero to Hero Starts Here!

Machine Learning is transforming industries, and the demand for ML skills is higher than ever. Whether you're looking to start a career in AI, optimize business processes, or simply expand your technical knowledge, Machine Learning 101: From Zero to Hero will guide you every step of the way.

Start your ML journey today-unlock the potential of AI and become an ML hero!

Herečka & Polyglotka
EWA KASP pre
Prehrať video
Ewa Kasp
Libristo má najväčší výber cudzojazyčnej literatúry. Preto si knihy kupujem tu.

Informácie o knihe

Celý názov Machine Learning 101
Jazyk Angličtina
Väzba Kniha - Brožovaná
Dátum vydania 2025
Počet strán 398
EAN 9798309400607
Libristo kód 48016708
Váha 916
Rozmery 216 x 279 x 21
Darujte túto knihu ešte dnes
Je to jednoduché
1 Pridajte knihu do košíka a vyberte možnosť doručiť ako darček 2 Obratom Vám zašleme poukaz 3 Knihu zašleme na adresu obdarovaného

Prihlásenie

Prihláste sa k svojmu účtu. Ešte nemáte Libristo účet? Vytvorte si ho teraz!

 
povinné
povinné

Nemáte účet? Získajte výhody Libristo účtu!

Vďaka Libristo účtu budete mať všetko pod kontrolou.

Vytvoriť Libristo účet
Knižný radca Libroamiko
Ahoj, som Libroamiko, môžem pomôcť?