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python for data science: the ultimate guide for beginners.machine learning tools, concepts and introduction.python programming crash course
Paperback
ISBN13: 9781654509811
Publisher: Independently Published
Published: Jan 2 2020
Pages: 138
Weight: 0.43
Height: 0.30 Width: 6.00 Depth: 9.00
Language: English
Are you looking for a beginners 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.
- Python setup
- Anaconda
- Winpython
- Data science packeges
- Jupyter
- Data munging with pandas
- The process
- Importing datasets
- Data preprocessing
- The data science pipeline
- Principal component analysis
- Supervised learning algorithms
- Analyzing big data
- Neural networks structures
- Classification and regression trees
- The overfitting problem
- New features
- Naïve bayes classifier
- Linear regression
- Logistic regression
- Support vector machine
- Applications in the real world
- Pruning
- Data selection
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