Data Statistics with Full Stack Python | F43CC456201C1123505E3939A51D5FFB7C18B678

Data Statistics with Full Stack Python

Name	Data Statistics with Full Stack Python	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.0 GB
Total Files	108
Last Seen	2025-07-17 23:39
Hash	F43CC456201C1123505E3939A51D5FFB7C18B678

/
Visit Freecourseit.com.url	0.3 KB
Visit Getnewcourses.com.url	0.3 KB
ReadMe.txt	0.6 KB
/1 - Python Fundamentals/
ReadMe.txt	0.6 KB
Code Password.mp4	990.0 KB
Python Introduction.mp4	4.5 MB
Logical Operations.mp4	5.3 MB
List Part1.mp4	6.3 MB
String Part2.mp4	13.5 MB
Numeric Operations in Python.mp4	17.7 MB
Tuples.mp4	18.4 MB
List Part3.mp4	18.9 MB
List Part2.mp4	21.8 MB
Installation of Python and Anaconda.mp4	25.2 MB
Sets.mp4	27.3 MB
List Part4.mp4	29.5 MB
Dictionaries.mp4	29.6 MB
If else Loop.mp4	32.3 MB
Comprehensions.mp4	35.1 MB
for while Loop.mp4	37.8 MB
Functions.mp4	41.0 MB
String Part1.mp4	50.3 MB
Variables in Python.mp4	52.9 MB
/8 - Exploratory Data Analysis/
Introduction.mp4	2.3 MB
Data Sourcing and Cleaning part3.mp4	6.3 MB
Data Sourcing and Cleaning part4.mp4	6.4 MB
Data Sourcing and Cleaning part5.mp4	7.4 MB
Data Sourcing and Cleaning part2.mp4	8.9 MB
Data Sourcing and Cleaning part1.mp4	9.4 MB
Segmented Analysis.mp4	14.5 MB
Data Cleaning part2.mp4	18.5 MB
Data Sourcing and Cleaning part6.mp4	29.4 MB
Univariate Analysis Part1.mp4	32.3 MB
Bivariate Analysis.mp4	34.7 MB
Univariate Analysis Part2.mp4	36.2 MB
Data Cleaning part1.mp4	45.4 MB
Derived Columns.mp4	53.2 MB
/9 - Simple Linear Regression/
Residual Square Error (RSE).mp4	2.7 MB
Introduction to Machine Learning.mp4	6.3 MB
Introduction to Linear Regression (LR).mp4	10.5 MB
Types of Machine Learning.mp4	20.6 MB
LR Case Study Part3.mp4	25.9 MB
LR Case Study Part2.mp4	29.0 MB
R Square.mp4	30.5 MB
Some Fun With Maths Behind LR.mp4	30.8 MB
How LR Works.mp4	33.5 MB
Installing Anaconda & using Jupyter Notebook.mp4	43.6 MB
LR Case Study Part1.mp4	76.3 MB
/5 - Inferential Statistics/
Commulative Distribution.mp4	5.1 MB
Inferential Statistics.mp4	6.3 MB
Central Limit Theorem.mp4	7.7 MB
Confidence Interval Part2.mp4	8.0 MB
Expected Values Part2.mp4	8.6 MB
Normal Distribution.mp4	11.3 MB
PDF.mp4	12.2 MB
Expected Values Part1.mp4	14.1 MB
Probability Distribution.mp4	14.1 MB
z Score.mp4	14.5 MB
Sampling Distribution.mp4	15.3 MB
Without Experiment.mp4	17.3 MB
Confidence Interval Part1.mp4	20.4 MB
Sampling.mp4	23.0 MB
Probability Theory.mp4	32.8 MB
Binomial Distribution.mp4	56.7 MB
/3 - Pandas/
Operations Part1.mp4	6.2 MB
Merging Part 1.mp4	14.3 MB
Pivot Table.mp4	14.9 MB
Merging Part2.mp4	16.5 MB
loc and iloc.mp4	18.4 MB
Reading CSV.mp4	21.0 MB
Introduction.mp4	22.0 MB
Operations Part2.mp4	22.4 MB
groupby.mp4	23.8 MB
Indexes.mp4	24.7 MB
Series.mp4	30.5 MB
DataFrame.mp4	32.9 MB
/6 - Hypothesis Testing/
t- distribution Part1.mp4	6.5 MB
Critical Value Method.mp4	7.7 MB
Types of Error.mp4	9.3 MB
More Examples.mp4	9.9 MB
t- distribution Part2.mp4	11.6 MB
Examples.mp4	16.1 MB
NULL and Alternate Hypothesis.mp4	16.9 MB
Introduction.mp4	18.3 MB
One_Two Tailed Tests.mp4	21.9 MB
p Value.mp4	23.9 MB
z Table.mp4	39.6 MB
/4 - Some Fun With Maths/
Linear Algebra - 2D to nD Part2.mp4	15.3 MB
Linear Algebra - Going From 2D to nD Part1.mp4	16.8 MB
Linear Algebra - Matrix Part2.mp4	48.7 MB
Linear Algebra - Matrix Part1.mp4	61.1 MB
Linear Algebra - Vectors.mp4	98.0 MB
/2 - Numpy/
Introduction.mp4	15.4 MB
Numpy Operations Part1.mp4	60.1 MB
Numpy Operations Part2.mp4	84.0 MB
/11 - Loan Analysis Project/
Problem Statement.mp4	31.0 MB
Segmented Univariate Analysis.mp4	34.1 MB
Data Analysis - Univariate & Bivariate Analysis.mp4	39.1 MB
Lending Club Default Analysis - Data Understanding and Data Cleaning.mp4	52.0 MB
/7 - Data Visualization/
Seaborn on Time Series Data.mp4	31.9 MB
Case Study.mp4	63.4 MB
Matplotlib.mp4	90.1 MB
Seaborn.mp4	96.1 MB
/10 - Real World Problem - Investment Requirement Analysis for a Company/
Investment Project_Data Cleaning - Part 2.mp4	55.8 MB
Investment Project_Funding_Country_Sector Analysis Part 1.mp4	57.0 MB
Investment Project_Data Cleaning Part 1.mp4	83.2 MB
Investment Project Brief.mp4	105.9 MB
Investment Project_Funding_Country_Sector Analysis Part 2.mp4	126.7 MB
Total files 108