Python for Data Science Essential Training | 0D487E7FFBBFEDE506D0F4719E5BF66E51023448

Python for Data Science Essential Training

Name	Python for Data Science Essential Training	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	859.9 MB
Total Files	47
Hash	0D487E7FFBBFEDE506D0F4719E5BF66E51023448

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004 Exercise files.mp4	998.0 KB
003 Getting started with Jupyter.mp4	2.4 MB
031 Intro to network analysis.mp4	4.7 MB
Ex_Files_Python_Data_Science_EssT.zip	5.7 MB
026 Multivariate analysis for outlier detection.mp4	5.9 MB
002 What you should know.mp4	6.0 MB
022 Introduction to machine learning.mp4	8.2 MB
009 Group and aggregate data.mp4	9.7 MB
014 Create visualizations from time series data.mp4	12.0 MB
023 Explanatory factor analysis.mp4	12.4 MB
034 Generate stats on nodes and inspect graphs.mp4	12.5 MB
007 Remove duplicates.mp4	13.3 MB
046 Next steps.mp4	13.5 MB
043 Explore NavigatableString objects.mp4	14.3 MB
045 Web scrape in practice.mp4	14.4 MB
027 A linear projection method for multivariate data.mp4	15.2 MB
018 Summarize categorical data.mp4	16.5 MB
021 Transform dataset distributions.mp4	16.5 MB
017 Generate summary statistics.mp4	16.7 MB
025 Extreme value analysis using univariate methods.mp4	16.7 MB
011 Define plot elements.mp4	17.0 MB
033 Simulate a social network.mp4	18.4 MB
041 Create Plotly point maps.mp4	18.5 MB
030 Instance-based learning with k-Nearest Neighbor.mp4	18.6 MB
035 Linear regression model.mp4	18.8 MB
024 Principal component analysis (PCA).mp4	19.9 MB
020 Non-parametric methods.mp4	20.4 MB
016 Use NumPy arithmetic.mp4	20.5 MB
001 Welcome.mp4	20.8 MB
040 Create Plotly choropleth maps.mp4	20.8 MB
044 Parse data.mp4	21.5 MB
039 Create statistical charts.mp4	21.5 MB
012 Format plots.mp4	21.7 MB
015 Construct histograms, box plots, and scatter plots.mp4	21.9 MB
010 Create standard line, bar, and pie plots.mp4	22.1 MB
037 Naive Bayes classifiers.mp4	22.8 MB
036 Logistic regression model.mp4	22.9 MB
028 K-means method.mp4	23.6 MB
008 Concatenate and transform data.mp4	24.3 MB
029 Hierarchical methods.mp4	24.8 MB
042 Introduction to Beautiful Soup.mp4	25.0 MB
019 Parametric methods.mp4	26.0 MB
013 Create labels and annotations.mp4	26.0 MB
032 Work with graph objects.mp4	29.9 MB
005 Filter and select data.mp4	31.4 MB
038 Create basic charts.mp4	38.4 MB
006 Treat missing values.mp4	44.9 MB
Total files 47