Download Python for Data Science Essential Training Torrent

Torrent Contents Size: 820.04 MB

Python for Data Science Essential Training

▼ show more 32 files

001 Welcome.mp4	MP4	19.79 MB
002 What you should know.mp4	MP4	5.73 MB
003 Getting started with Jupyter.mp4	MP4	2.29 MB
004 Exercise files.mp4	MP4	974.64 KB
005 Filter and select data.mp4	MP4	29.92 MB
006 Treat missing values.mp4	MP4	42.78 MB
007 Remove duplicates.mp4	MP4	12.64 MB
008 Concatenate and transform data.mp4	MP4	23.14 MB
009 Group and aggregate data.mp4	MP4	9.24 MB
010 Create standard line, bar, and pie plots.mp4	MP4	21.04 MB
011 Define plot elements.mp4	MP4	16.17 MB
012 Format plots.mp4	MP4	20.69 MB
013 Create labels and annotations.mp4	MP4	24.79 MB
014 Create visualizations from time series data.mp4	MP4	11.43 MB
015 Construct histograms, box plots, and scatter plots.mp4	MP4	20.93 MB
016 Use NumPy arithmetic.mp4	MP4	19.55 MB
017 Generate summary statistics.mp4	MP4	15.89 MB
018 Summarize categorical data.mp4	MP4	15.75 MB
019 Parametric methods.mp4	MP4	24.75 MB
020 Non-parametric methods.mp4	MP4	19.48 MB
021 Transform dataset distributions.mp4	MP4	15.77 MB
022 Introduction to machine learning.mp4	MP4	7.86 MB
023 Explanatory factor analysis.mp4	MP4	11.78 MB
024 Principal component analysis (PCA).mp4	MP4	19 MB
025 Extreme value analysis using univariate methods.mp4	MP4	15.92 MB
026 Multivariate analysis for outlier detection.mp4	MP4	5.63 MB
027 A linear projection method for multivariate data.mp4	MP4	14.52 MB
028 K-means method.mp4	MP4	22.51 MB
029 Hierarchical methods.mp4	MP4	23.6 MB
030 Instance-based learning with k-Nearest Neighbor.mp4	MP4	17.77 MB
031 Intro to network analysis.mp4	MP4	4.46 MB
032 Work with graph objects.mp4	MP4	28.49 MB
033 Simulate a social network.mp4	MP4	17.5 MB
034 Generate stats on nodes and inspect graphs.mp4	MP4	11.96 MB
035 Linear regression model.mp4	MP4	17.97 MB
036 Logistic regression model.mp4	MP4	21.82 MB
037 Naive Bayes classifiers.mp4	MP4	21.77 MB
038 Create basic charts.mp4	MP4	36.66 MB
039 Create statistical charts.mp4	MP4	20.54 MB
040 Create Plotly choropleth maps.mp4	MP4	19.82 MB
041 Create Plotly point maps.mp4	MP4	17.63 MB
042 Introduction to Beautiful Soup.mp4	MP4	23.88 MB
043 Explore NavigatableString objects.mp4	MP4	13.64 MB
044 Parse data.mp4	MP4	20.53 MB
045 Web scrape in practice.mp4	MP4	13.74 MB
046 Next steps.mp4	MP4	12.85 MB
Ex_Files_Python_Data_Science_EssT.zip	ZIP	5.48 MB

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Python for Data Science Essential Training

Torrent Contents Size: 820.04 MB

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