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Learn Data Science From Scratch with Python

Learn and Download Free Data Science from Scratch in PDF File. Data science is the field that use scientific methods, procedures, algorithms, and systems to extract insights and knowledge from raw, structured, and unstructured data, as well as applying that data and actionable insights to a wide range of applications. In this notes you will learn the basic knowledge of algebra, statistic and probability. In this notes you learn how to use these term in data science.

This is an amazing Notes for Programmers, Developers, students and those who interested in data science. This is also helpful for research paper. Models like k-nearest neighbors, Nave Bayes, linear and logistic regression, decision trees, neural networks, and clustering should all be used. You learn programming by code examples which is helpful for your project. You can easily download this PDF file free of cost.

Notes  Data Science From Scratch With PYTHON
Notes TYPE  PDF
Language English
Size 15 MB

You Learn These Topics:

Learn Data Science Introduction

Learn Crash Course in Python

Visualizing Data

Learn Linear Algebra

Statistics in Data Science from Scratch

Probability in Data Science from Scratch

Learn Hypothesis in Interface

Learn Gradient Descent

Getting Data

Working with Data

Learn Machine Learning in Data Science

Learn K-Nearest Neighbor in Data Science from Scratch

Learn Naive Bayes

Learn Simple Linear Regression

Learn Multiple Regression in Data Science

Learn Logistic Regression in Data Science

Learn Decision Trees in Data Science

Learn Neural Networks from Scratch

Learn Deep Learning in Data Science

Clustering

Learn Natural Language Processing

Learn Network Analysis

Recommender Systems in Data Science

Learn Database and SQL

Learn Map Reducing in Data Science

Data Ethics in Data Science

Go Forth and Do Data Science

 


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