Machine Learning Interview Essentials A-Z Vol. 1

Name: Machine Learning Interview Essentials A-Z Vol. 1
Brand: Independently published
SKU: 9798283026442
Price: 21.92 EUR
Availability: InStock

A Silicon Valley Insider's Guide

Autor: X. Fang

Jazyk:

Väzba: Brožovaná

Vydavateľ: Independently published

Dostupnosť: Skladom u dodávateľa

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21.92 €

The AI age is now fully in swing with the largest companies in the world all building AI hardware, d...

Informácie o knihe

Autor

X. Fang

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2025

Stránok

310

EAN

9798283026442

Enbook ID

50671340

Vydavateľ

Independently published

Hmotnosť

542

Rozmery

178 x 254 x 16

Kompletný popis

The AI age is now fully in swing with the largest companies in the world all building AI hardware, developing AI software, or shipping AI-powered products. Of the current top ten companies by market capitalization, almost all are core components of the AI ecosystem. While large language models like ChatGPT and Claude are the current stars of the AI world, these products are all built atop a solid foundation of machine learning. Basic machine learning skills are thus crucial in the current technology workplace and will only become more essential in the future.

Who is this book for?
This book is written for engineers, machine learning scientists, data scientists, and technologists working with machine learning or trying to break into the field. It is focused on the foundational ML concepts that one must be familiar with in order to demonstrate technical proficiency and to be able to converse effectively with an interviewer.

Table of Contents (in alphabetical order)
A ⇒ Adam
B ⇒ Backpropagation
C ⇒ ConvNets
D ⇒ Decision Trees
E ⇒ Ensembling
F ⇒ Feature Scaling
G ⇒ Gradient Descent
H ⇒ Huber Loss
I ⇒ Information Retrieval
J ⇒ JAX
K ⇒ k-Means
L ⇒ Logistic Regression
M ⇒ Multinomial LR
N ⇒ Naive Bayes
O ⇒ Online Learning
P ⇒ Perceptron
Q ⇒ Q-Learning
R ⇒ Random Forests
S ⇒ SVM
T ⇒ t-SNE
U ⇒ Underfitting
V ⇒ Validation Set
W ⇒ Weight Initialization
X ⇒ XGBoost
Y ⇒ YOLO
Z ⇒ Zero-Shot Learning

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Machine Learning Interview Essentials A-Z Vol. 1

A Silicon Valley Insider's Guide

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Kompletný popis

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