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 Na�ve 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.

"About this title" may belong to another edition of this title.

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