Python Artificial Intelligence Projects for Beginners



Download 16,12 Mb.
Pdf ko'rish
bet5/65
Sana02.01.2022
Hajmi16,12 Mb.
#311589
1   2   3   4   5   6   7   8   9   ...   65
Bog'liq
Python Artificial Intelligence Projects for Beginners - Get up and running with 8 smart and exciting AI applications by Joshua Eckroth (z-lib.org)

Deep learning methods
105
Convolutions and pooling
105
Identifying handwritten mathematical symbols with CNNs
113
Revisiting the bird species identifier to use images
131
Summary
142


Table of Contents
[ ii ]
Other Books You May Enjoy
143
Index
146


Preface
Artificial Intelligence
 (
AI
) is the newest emerging and disruptive technology among
varied businesses, industries, and sectors. This book demonstrates AI projects in Python,
covering modern techniques that make up the world of AI.
This book begins with building your first prediction model using the popular Python
library, scikit-learn. You will understand how to build a classifier using effective machine
learning techniques: random forest and decision trees. With exciting projects on predicting
bird species, analyzing student performance data, song genre identification, and spam
detection, you will learn the fundamentals and various algorithms and techniques that
foster the development of such smart applications. You will also understand deep learning
and the neural network mechanism through these projects with the use of the Keras library.
By the end of this book, you will be confident to build your own AI projects with Python
and be ready to take on more advanced content as you go ahead.

Download 16,12 Mb.

Do'stlaringiz bilan baham:
1   2   3   4   5   6   7   8   9   ...   65




Ma'lumotlar bazasi mualliflik huquqi bilan himoyalangan ©hozir.org 2024
ma'muriyatiga murojaat qiling

kiriting | ro'yxatdan o'tish
    Bosh sahifa
юртда тантана
Боғда битган
Бугун юртда
Эшитганлар жилманглар
Эшитмадим деманглар
битган бодомлар
Yangiariq tumani
qitish marakazi
Raqamli texnologiyalar
ilishida muhokamadan
tasdiqqa tavsiya
tavsiya etilgan
iqtisodiyot kafedrasi
steiermarkischen landesregierung
asarlaringizni yuboring
o'zingizning asarlaringizni
Iltimos faqat
faqat o'zingizning
steierm rkischen
landesregierung fachabteilung
rkischen landesregierung
hamshira loyihasi
loyihasi mavsum
faolyatining oqibatlari
asosiy adabiyotlar
fakulteti ahborot
ahborot havfsizligi
havfsizligi kafedrasi
fanidan bo’yicha
fakulteti iqtisodiyot
boshqaruv fakulteti
chiqarishda boshqaruv
ishlab chiqarishda
iqtisodiyot fakultet
multiservis tarmoqlari
fanidan asosiy
Uzbek fanidan
mavzulari potok
asosidagi multiservis
'aliyyil a'ziym
billahil 'aliyyil
illaa billahil
quvvata illaa
falah' deganida
Kompyuter savodxonligi
bo’yicha mustaqil
'alal falah'
Hayya 'alal
'alas soloh
Hayya 'alas
mavsum boyicha


yuklab olish