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Data Analytics
7 Manuscripts – Data Analytics for Beginners, Deep Learning with Keras, Analyzing Data with Power BI, Reinforcement Learning with Python, Artificial Intelligence Python, Text Analytics with Python, Convolutional Neural Networks in Python
Anthony S. Williams
Data Analytics - 7 BOOK BUNDLE!!
Book 1: Data Analytics For Beginners
In this book you will learn:
What is Data Analytics
Types of Data Analytics
Evolution of Data Analytics
Big Data Defined
Data Mining
Data Visualization
Cluster Analysis
And of course much more!
Book 2: Deep Learning With Keras
In this book you will learn:
Deep Neural Network
Neural Network Elements
Keras Models
Sequential Model
Functional API Model
Keras Layers
Core Keras Layers
Convolutional Keras Layers
Recurrent Keras Layers
Deep Learning Algorithms
Supervised Learning Algorithms
Applications of Deep Learning Models
Automatic Speech and Image Recognition
Natural Language Processing
And of course much more!
Book 3: Analyzing Data With Power BI
In this book you will learn:
Basics of data analysis processes
Fundamental data analysis algorithms
Basic of data and text mining, data visualization, and business intelligence
Techniques used for analysing quantitative data
Basic data analysis tasks
Conceptual, logical, and physical data models
Power BI service and data modelling
Creating reports and visualizations in Power BI
And of course much more!
Book 4: Reinforcement Learning With Python
In this book you will learn:
Types of fundamental machine learning algorithms in comparison to reinforcement learning
Essentials of reinforcement learning process
Marko decision processes and basic parameters
How to integrate reinforcement learning algorithm using OpenAI Gym
How to integrate Monte Carlo methods for prediction
Monte Carlo tree search
And much, much more...
Book 5: Artificial Intelligence Python
In this book you will learn:
Different artificial intelligence approaches and goals
How to define AI system
Basic AI techniques
Reinforcement learning
And much, much more...
Book 6: Text Analytics With Python
In this book you will learn:
Text analytics process
How to build a corpus and analyze sentiment
Named entity extraction with Groningen meaning bank corpus
How to train your system
Getting started with NLTK
How to search syntax and tokenize sentences
Automatic text summarization
Stemming word and topic modeling with NLTK
And much, much more...
Book 7: Convolutional Neural Networks In Python
In this book you will learn:
Architecture of convolutional neural networks
Solving computer vision tasks using convolutional neural networks
Python and computer vision
Automatic image and speech recognition
Theano and TenroeFlow image recognition
And of course much more!
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