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Udemy Statistics with python

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Language:

English

Category:

Other

Size:

1.8 GB

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Files:

Get Bonus Downloads Here.url 180 bytes
1 -Image.JPG 30.0 KB
1 -Intent of Course and What You Will learn.mp4 7.2 MB
1 -IntentOfCOurse.pdf 591.6 KB
2 -What is Data Science and Statistics.mp4 48.7 MB
3 -Introduction to Python Lybraries - Anaconda and Streamlit use.mp4 62.9 MB
3 -tg_ (1).pdf 427.3 KB
4 -EXCERCISE001.csv 151 bytes
4 -Exx001.py 1.2 KB
4 -Import and Read Csv Data in Python Script.mp4 44.7 MB
4 -ReadCSvData.mp4 60.9 MB
1 -Covariance Theory Explain.mp4 173.9 MB
1 -CovariancePAge.html 15.2 KB
1 -CovariancePAge.pdf 545.6 KB
2 -008.pdf 19.2 KB
2 -Covariance Exercise with Python.mp4 71.4 MB
1 -Normal Distribution.mp4 243.1 MB
1 -Normal_.pdf 721.5 KB
2 -Normal Distrubution Excercise.mp4 67.1 MB
1 -00252.pdf 330.9 KB
1 -Correlation - Regression and Data Analysis Introduction.mp4 14.1 MB
2 -First Exemple.mp4 14.9 MB
2 -Introduction.mp4 89.4 MB
2 -Principal Theme.pdf 64.2 KB
2 -hyper.pdf 226.5 KB
3 -Correlation coefficients (Pearson, Spearman).mp4 61.6 MB
3 -Infographic.pdf 638.2 KB
3 -StreamLitApplication.py 5.5 KB
4 -LinearRegression.pdf 640.1 KB
4 -Linear_REgression_ScratchCode.py 4.7 KB
4 -Simple Linear Regression.mp4 23.6 MB
4 -SimpleLinearRegression.pdf 728.5 KB
5 -Hyn.pdf 526.4 KB
5 -Multiple Linear Regression.mp4 36.4 MB
6 -Introduction to Logistic Regression (for binary outcomes).mp4 23.7 MB
6 -Introduction to Logistic Regression_.pdf 396.8 KB
1 -Basic probability concepts (events, sample space, conditional probability).mp4 49.1 MB
2 -Random variables.mp4 21.8 MB
3 -Common probability distributions (Bernoulli, Binomial, Poisson, Normal, t-distri.mp4 45.2 MB
4 -005.pdf 404.9 KB
4 -Central Limit Theorem.mp4 36.4 MB
4 -Infograpfic CentralThoery.pdf 494.6 KB
1 -Hypothesis Testing Fundamentals Concept in Probabilty and Statistics.mp4 44.3 MB
2 -Null and alternative hypotheses.mp4 46.1 MB
1 -Descriptive Statistics - Basic Introduction.mp4 13.3 MB
2 -Types of data (qualitative, quantitative, nominal, ordinal, interval, ratio).mp4 33.3 MB
2 -Understandig TypeOfDAta.pdf 458.9 KB
3 -Measures of central tendency (mean, median, mode).mp4 70.5 MB
3 -nuovo 150 (1).pdf 410.4 KB
4 -Measures of dispersion (range, variance, standard deviation, IQR).mp4 34.6 MB
4 -Measures of dispersion.pdf 448.9 KB
5 -Shape of distributions (skewness, kurtosis).mp4 21.6 MB
5 -The Shape of Distributions.pdf 343.7 KB
6 -Data visualization (histograms, box plots, bar charts, scatter plots) - Python.mp4 20.7 MB
6 -DataVisualization__.pdf 397.2 KB
1 -Independent samples t-test.mp4 20.6 MB
1 -IndipendentTest.pdf 484.8 KB
1 -IndipendtentTest.py 2.8 KB
2 -Paired samples t-test.mp4 29.9 MB
2 -PairedTest.pdf 504.0 KB
3 -ANOVA (One-way, Two-way).mp4 46.3 MB
3 -Anova_Test.pdf 512.4 KB
3 -Anova_Test_app2.py 2.5 KB
4 -Manning_Whytnnei_Test.py 2.7 KB
4 -Non-parametric tests (Mann-Whitney U, Wilcoxon signed-rank, Kruskal-Wallis).mp4 37.2 MB
4 -NonParameticTEst.pdf 493.4 KB
1 -CAtegoriacalDAtaAnalysis.pdf 967.9 KB
1 -Categorical Data Analysis and Chi Test Introduction.mp4 37.8 MB
2 -Chi-square test of independence and Chi-square goodness-of-fit test.mp4 78.9 MB
2 -ChiQuadro.pdf 652.7 KB
2 -Kitest_.py 3.3 KB
3 -ContigentTAble.pdf 440.9 KB
3 -Contingency tables.mp4 37.5 MB
4 -Error estimation in Statistical Data Analysis.mp4 38.2 MB
4 -ErrorEstimation.pdf 359.9 KB
4 -StreamLitApp.py 2.0 KB
Bonus Resources.txt 70 bytes

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