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python data analytics

python data analytics

by Tony F Charles
Paperback
Publication Date: 07/10/2020

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Are you looking for a beginner's guide?


Do you want to learn how to use python for beginners in a simple way?


Do you want to enter into the new world of Python for beginners in an efficient and effective way?


This book will teach you the basics as well as the advanced concepts of computers and programming. The gaming industry is growing rapidly and Python offers a lot of libraries to create games. Many tech giants rely on Python to deliver world-class applications.


In This book you will learn:


Basics of Python for Data Analysis



NumPy
2-D and 3-D arrays
SciPy
Linear Algebra
Pandas
Operations
Python IDE
Atom
Eclipse
Variables and Data Types
Decision Making and Basic Operators
Object Oriented Programming
Regular Expressions
Data Handling
Load date from different server such as CSV, URL or SQL
Python Aggregation
Building Machine Learning Models
Data Science
Data Pipelines
Data Segregation
Importance of Metadata
Machine Learning Algorithms
Scikit Learn
Effective Data Visualization
Evaluating Accuracy of the Model
Advantages of Naive Bayes
K-Means Clustering
Expectation-Minimization Algorithm
Mean Shift Algorithm
Artificial Neural Networks
Deep Neural Networks
Architecture of ANN's
Data Science in Real World
Virtual Assistants
Risk and Fraud Detection
Data Analytics in Detail
Types and Categories of Data Analytics
Steps in Data Mining
Data Science Lifecycle and Model Building
Improving Data Science Models
Determine Problems
Search for More Data
Deep Learning and Business
Model Interpretability
Autonomous Vehicles
Finding Useful DataBig Data



This book is not just a startup guide. This book will prove beneficial for years to come. The book has the latest codes and techniques so you can equip your skills according to the current market challenges. After all, the purpose is to land a nicely paid job in a globally recognized firm. This book will help you reach that goal!Most people can learn how to code but not just anyone can code smartly. This book is going to help you to think out of the box and take on problems with a completely different perspective. The tricks mentioned will make you invaluable to any software development firm.


Even if you don't have any skills this book help you step by step to achieve your goal in a few days you will be able to learn it.
ISBN:
9781801116008
9781801116008
Category:
Computer science
Format:
Paperback
Publication Date:
07-10-2020
Publisher:
Tony F. Charles
Pages:
176
Dimensions (mm):
229x152x10mm
Weight:
0.25kg

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