Learn Mathematics Functions, Statistics and Linear Regression model concept in Data Science with Python
What you'll learn
Data Cleaning and Preparation
Linear Functions and other Data Science Mathematics
Statistics
Data Representation and Interpretation
Requirements
Python basic knowledge
Computer with Jupyter notebook or any IDE
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 Downloading Anaconda and Installing Python.mp4
40.4 MB
~Get Your Files Here !/01 - Introduction/002 Installing Anaconda and Opening Jupyter Notebook.mp4
35.2 MB
~Get Your Files Here !/01 - Introduction/003 Anaconda Navigator.mp4
33.4 MB
~Get Your Files Here !/01 - Introduction/004 Google Colab.mp4
27.3 MB
~Get Your Files Here !/02 - Data Science Introduction/001 Datasets.html
96 B
~Get Your Files Here !/02 - Data Science Introduction/001 HospInfo.csv
2.5 MB
~Get Your Files Here !/02 - Data Science Introduction/001 StudentsPerformance.csv
55.7 KB
~Get Your Files Here !/02 - Data Science Introduction/002 What is Data Science----------Data.mp4
75 MB
~Get Your Files Here !/02 - Data Science Introduction/003 Data Representation.mp4
32.2 MB
~Get Your Files Here !/02 - Data Science Introduction/004 Pandas Data Science Library with Python.mp4
76.3 MB
~Get Your Files Here !/02 - Data Science Introduction/005 Numpy Data Science Library with Python.mp4
55.2 MB
~Get Your Files Here !/02 - Data Science Introduction/006 Matplotlib Data Science Library with Python.mp4
67 MB
~Get Your Files Here !/02 - Data Science Introduction/007 Scipy Data Science Library with Python.mp4
38.7 MB
~Get Your Files Here !/02 - Data Science Introduction/008 Seaborn Data Science Library with Python.mp4
29 MB
~Get Your Files Here !/02 - Data Science Introduction/009 Functions.mp4
33.4 MB
~Get Your Files Here !/02 - Data Science Introduction/010 Data Cleaning.mp4
41.8 MB
~Get Your Files Here !/03 - Mathematics Functions for Data Scientist/001 Linear Functions.mp4
19.5 MB
~Get Your Files Here !/03 - Mathematics Functions for Data Scientist/002 Linear Programming.mp4
12.3 MB
~Get Your Files Here !/03 - Mathematics Functions for Data Scientist/003 Plotting Linear Graph.mp4
12.3 MB
~Get Your Files Here !/03 - Mathematics Functions for Data Scientist/003 StudentsPerformance.csv
55.7 KB
~Get Your Files Here !/03 - Mathematics Functions for Data Scientist/004 Gradient and the intercept.mp4
31.5 MB
~Get Your Files Here !/04 - Statistical Analysis Tools/001 Introduction.mp4
19.7 MB
~Get Your Files Here !/04 - Statistical Analysis Tools/001 StudentsPerformance.csv
55.7 KB
~Get Your Files Here !/04 - Statistical Analysis Tools/002 Statistical Data Analystic Summary Interpretation.mp4
20.5 MB
~Get Your Files Here !/04 - Statistical Analysis Tools/003 Standard Deviation.mp4
19.6 MB
~Get Your Files Here !/04 - Statistical Analysis Tools/004 Variance.mp4
34.4 MB
~Get Your Files Here !/04 - Statistical Analysis Tools/005 Correlation.mp4
25.5 MB
~Get Your Files Here !/05 - Data Science Advanced Tools/001 Linear Regression Intro.mp4
10.9 MB
~Get Your Files Here !/05 - Data Science Advanced Tools/002 Linear Regression Part 1.mp4
36.9 MB
~Get Your Files Here !/05 - Data Science Advanced Tools/003 Linear Regression Part 2.mp4
49.9 MB
~Get Your Files Here !/05 - Data Science Advanced Tools/004 Linear Regression Table.mp4
25 MB
~Get Your Files Here !/05 - Data Science Advanced Tools/005 Linear Regression Table Summary.mp4