December 2018
Intermediate to advanced
192 pages
3h 50m
English
book
Learn Keras for Deep Neural Networks: A Fast-Track Approach to Modern Deep Learning with Python
by Jojo Moolayil
Content preview from Learn Keras for Deep Neural Networks: A Fast-Track Approach to Modern Deep Learning with PythonBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Index
A
Activation function
Adaptive Moment Estimation (Adam)
Amazon Web Service Datasets
Artificial intelligence (AI)
ATM
definition
evolution
if-else rules
B
Baseline accuracy
C
Convolutional neural networks (CNNs)
CUDA-enabled graphics processing
D, E, F
Data dictionary
Assortment
CompetitionDistance
CompetitionOpenSince[Month/Year]
Customers
dataframes
mainstream task
Open
Promo
Promo2
Promo2Since[Year/Week]
PromoInterval
Sales
SchoolHoliday
StateHoliday
Store
StoreType
unique method
Data engineering
Boolean columns
categorical columns
data types
date-related features
date values
numeric feature
one-hot encoding
train, validation, and test
Data exploration
categorical features
barplot function
seaborn package
StoreType and Assortment
data dictionary
data types
variable df
import pandas
Jupyter ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.