Importing Dataset & How to get Basic Insights from Data | Data Preprocessing course in Hindi.
About this video :
In this video, we have discussed that how we can import and export the dataset in python. We have also discussed the various formats for importing and exporting a data set in python.
Link for Data Preprocessing Course Resources :
https://drive.google.com/drive/folder...
After that, we have also discussed three most important methods to take basic insights from any data.
1 - dataframe.dtypes
dtypes method is useful to see the data types of all the features of our data. By this method, you get to know what are the incorrect data types in our data that we need to correct.
2 - dataframe.describe()
describe() method is useful to get the summary statistics of the dataset.
3 - dataframe.info()
info() method is useful to get the overall statistics of our dataset about memory consumption, non-null values and data types.
Hope you will enjoy this video.
About the Data preprocessing in Machine learning using python in Hindi Course :
We will cover all the topics which are necessary to perform on dirty data to make it clean and ready to use for the Machine learning model. The whole course is divided into six chapters and each chapter is explained through Pandas and Scikit-learn both So that your fundaments become stronger and it will definitely help you clean any kind of dirty real-world dataset. For learning purposes, we have also used a raw real-world Car dataset and we will apply our data preprocessing steps to real-world data so you get to know how to deal with the real-world dataset.
In this course,, we will start with Importing Dataset and How to get basic insights from it. then we will learn how to deal with missing values in a dataset followed by Data Formatting and Data Binning, How to Deal with categorical values, Splitting of Dataset and Feature Scaling, and Data Normalization.
About Bit ML :
Bit Ml is a youtube channel on which we upload tutorials regarding Machine Learning in python in the Hindi language so that students get detailed explanations about every topic of machine learning. Our mission is to explain complex topics of machine learning in such an easy manner that students can understand the concepts easily.
If you are interested in learning Machine Learning then please consider subscribing to our channel.
Thank you,
Bit ML.
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