This Data Science with Python Tutorial will help you understand what is Data Science, basics of Python for data analysis, why learn Python, how to install Python, Python libraries for data analysis, exploratory analysis using Pandas, introduction to series and dataframe, loan prediction problem, data wrangling using Pandas, building a predictive model using Scikit-Learn and implementing logistic regression model using Python. The aim of this video is to provide a comprehensive knowledge to beginners who are new to Python for data analysis. This video provides a comprehensive overview of basic concepts that you need to learn to use Python for data analysis. Now, let us understand how Python is used in Data Science for data analysis.
This Data Science with Python tutorial will cover the following topics:
- 00:00:00 What is Data Science?
- 00:02:27 Why learn Python?
- 00:04:50 How to install Python?
- 00:06:44 Python libraries for data analysis
- 00:10:24 Exploratory analysis using Pandas
- 00:20:42 Data wrangling using Pandas
- 00:29:28 Building a predictive model using Scikit-learn
#python #data-science #developer
