[ CourseWikia.com ] Python for Data Science and Machine Learning (2024)

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[ CourseWikia.com ] Python for Data Science and Machine Learning (2024)

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种子哈希：a9d21c30345795ff7d99f04ed9beed0526db4a90
文件大小： 3.11G
已经下载：4047次
下载速度：极快
收录时间：2024-09-14
最近下载：2025-10-10

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文件列表

  • ~Get Your Files Here !/1 - Introduction/2 - Introduction to Python Tools.mp4 160.9 MB
  • ~Get Your Files Here !/3 - Python Pandas/14 - Introduction to Pandas.mp4 141.6 MB
  • ~Get Your Files Here !/6 - Basic Statistics/59 - Descriptive Statistics.mp4 113.7 MB
  • ~Get Your Files Here !/2 - Python Crash Course/13 - Sets.mp4 112.5 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - Visualization Part 1 Pandas.mp4 96.1 MB
  • ~Get Your Files Here !/1 - Introduction/1 - Setting up the Environment.mp4 95.9 MB
  • ~Get Your Files Here !/6 - Basic Statistics/61 - Moving Averages.mp4 93.7 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - Reading Files.mp4 92.3 MB
  • ~Get Your Files Here !/7 - Inferential Statistics/64 - Hypothesis Testing.mp4 91.8 MB
  • ~Get Your Files Here !/3 - Python Pandas/25 - Position based indexing using iloc.mp4 89.0 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - Frequency Tables.mp4 88.7 MB
  • ~Get Your Files Here !/7 - Inferential Statistics/63 - Statistical Distributions.mp4 87.9 MB
  • ~Get Your Files Here !/8 - Predictive Modeling/68 - Decision Trees.mp4 87.6 MB
  • ~Get Your Files Here !/8 - Predictive Modeling/66 - Linear Regression.mp4 81.9 MB
  • ~Get Your Files Here !/6 - Basic Statistics/62 - Confidence Intervals.mp4 80.7 MB
  • ~Get Your Files Here !/3 - Python Pandas/20 - Accessing csv files.mp4 76.6 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - Visualization Part 2 Matplotlib.mp4 67.1 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/37 - Downloading Data yfinance API.mp4 65.4 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/40 - Working with My Sql Database.mp4 59.7 MB
  • ~Get Your Files Here !/8 - Predictive Modeling/67 - Logistic Regression.mp4 59.6 MB
  • ~Get Your Files Here !/3 - Python Pandas/21 - Data Inspection.mp4 57.5 MB
  • ~Get Your Files Here !/3 - Python Pandas/34 - Missing Values Part 2.mp4 56.7 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - Data Normalization.mp4 54.9 MB
  • ~Get Your Files Here !/5 - Financial Returns/57 - Daily Return vs Log Returns.mp4 48.6 MB
  • ~Get Your Files Here !/5 - Financial Returns/58 - More About Log Returns.mp4 47.4 MB
  • ~Get Your Files Here !/3 - Python Pandas/31 - Conditional Filter.mp4 43.1 MB
  • ~Get Your Files Here !/2 - Python Crash Course/7 - Lists 2.mp4 42.8 MB
  • ~Get Your Files Here !/7 - Inferential Statistics/65 - Analysis of Variance.mp4 41.9 MB
  • ~Get Your Files Here !/3 - Python Pandas/27 - Label based Slicing using loc.mp4 41.8 MB
  • ~Get Your Files Here !/2 - Python Crash Course/8 - Lists 3.mp4 41.7 MB
  • ~Get Your Files Here !/8 - Predictive Modeling/69 - Random Forests.mp4 40.8 MB
  • ~Get Your Files Here !/3 - Python Pandas/22 - Dataframe Indexing 1.mp4 40.3 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - String to Datetime.mp4 38.2 MB
  • ~Get Your Files Here !/3 - Python Pandas/29 - Reset Index.mp4 37.2 MB
  • ~Get Your Files Here !/6 - Basic Statistics/60 - Five Point Summary.mp4 35.7 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - Resample DataFrame.mp4 35.0 MB
  • ~Get Your Files Here !/2 - Python Crash Course/3 - Arithmetic Operations in Python.mp4 34.9 MB
  • ~Get Your Files Here !/5 - Financial Returns/50 - TVPI.mp4 34.7 MB
  • ~Get Your Files Here !/3 - Python Pandas/35 - Group by.mp4 34.3 MB
  • ~Get Your Files Here !/2 - Python Crash Course/4 - Data Types.mp4 32.7 MB
  • ~Get Your Files Here !/2 - Python Crash Course/9 - Tuples.mp4 32.4 MB
  • ~Get Your Files Here !/2 - Python Crash Course/5 - Variables.mp4 32.2 MB
  • ~Get Your Files Here !/2 - Python Crash Course/10 - Strings 1.mp4 30.3 MB
  • ~Get Your Files Here !/2 - Python Crash Course/11 - Strings 2.mp4 30.2 MB
  • ~Get Your Files Here !/3 - Python Pandas/16 - Pandas Series Part 2.mp4 29.8 MB
  • ~Get Your Files Here !/5 - Financial Returns/51 - CAGR.mp4 28.4 MB
  • ~Get Your Files Here !/3 - Python Pandas/24 - Dataframe Filter.mp4 26.6 MB
  • ~Get Your Files Here !/2 - Python Crash Course/12 - Dictionaries.mp4 26.5 MB
  • ~Get Your Files Here !/5 - Financial Returns/52 - Geometric Returns.mp4 25.9 MB
  • ~Get Your Files Here !/5 - Financial Returns/55 - Continuous Compounding.mp4 25.3 MB
  • ~Get Your Files Here !/3 - Python Pandas/17 - Pandas Series Unique.mp4 25.3 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - Intro to Time Series.mp4 24.1 MB
  • ~Get Your Files Here !/3 - Python Pandas/26 - Dataframe Slicing using iloc.mp4 24.0 MB
  • ~Get Your Files Here !/5 - Financial Returns/54 - Simple vs Compound Interest.mp4 23.9 MB
  • ~Get Your Files Here !/2 - Python Crash Course/6 - Intro to Lists.mp4 23.7 MB
  • ~Get Your Files Here !/3 - Python Pandas/18 - Pandas Series Sorting.mp4 20.7 MB
  • ~Get Your Files Here !/3 - Python Pandas/19 - Introduction to DataFrames.mp4 20.6 MB
  • ~Get Your Files Here !/3 - Python Pandas/15 - Pandas Series Part 1.mp4 20.6 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - Pivot DataFrame.mp4 20.5 MB
  • ~Get Your Files Here !/5 - Financial Returns/56 - Intro to log Returns.mp4 20.0 MB
  • ~Get Your Files Here !/3 - Python Pandas/32 - Advanced Filter.mp4 19.3 MB
  • ~Get Your Files Here !/3 - Python Pandas/23 - Dataframe Indexing 2.mp4 18.5 MB
  • ~Get Your Files Here !/5 - Financial Returns/53 - Risk vs Returns.mp4 18.2 MB
  • ~Get Your Files Here !/3 - Python Pandas/30 - Rename Columns.mp4 17.7 MB
  • ~Get Your Files Here !/5 - Financial Returns/48 - Calculate Price Changes.mp4 15.4 MB
  • ~Get Your Files Here !/3 - Python Pandas/28 - Loc with numeric index.mp4 15.1 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - Slice Time Series Data.mp4 12.7 MB
  • ~Get Your Files Here !/3 - Python Pandas/33 - Missing Values Part 1.mp4 10.7 MB
  • ~Get Your Files Here !/5 - Financial Returns/49 - Calculate Financial Returns.mp4 8.4 MB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - tick.csv 612.5 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - 22-Pandas.ipynb 319.0 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - bank-data.csv 250.1 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - bank-data.csv 250.1 kB
  • ~Get Your Files Here !/6 - Basic Statistics/61 - Moving-Averages.ipynb 246.0 kB
  • ~Get Your Files Here !/6 - Basic Statistics/59 - 25.Intro-to-Statistics.ipynb 237.1 kB
  • ~Get Your Files Here !/8 - Predictive Modeling/68 - 32-Decision-Trees.ipynb 179.5 kB
  • ~Get Your Files Here !/8 - Predictive Modeling/66 - 30-Linear-Regression.ipynb 154.1 kB
  • ~Get Your Files Here !/5 - Financial Returns/58 - 40.More-about-Log-Returns.ipynb 152.3 kB
  • ~Get Your Files Here !/7 - Inferential Statistics/63 - 26.Distributions.ipynb 138.5 kB
  • ~Get Your Files Here !/5 - Financial Returns/48 - daily.csv 101.1 kB
  • ~Get Your Files Here !/5 - Financial Returns/49 - daily.csv 101.1 kB
  • ~Get Your Files Here !/5 - Financial Returns/50 - daily.csv 101.1 kB
  • ~Get Your Files Here !/5 - Financial Returns/53 - daily.csv 101.1 kB
  • ~Get Your Files Here !/6 - Basic Statistics/61 - nifty.csv 101.1 kB
  • ~Get Your Files Here !/3 - Python Pandas/27 - 14.Label-based-Slicing-using-loc.ipynb 95.1 kB
  • ~Get Your Files Here !/5 - Financial Returns/52 - 35.Geometric-Returns.ipynb 94.9 kB
  • ~Get Your Files Here !/6 - Basic Statistics/62 - 27.Confidence-Intervals.ipynb 70.9 kB
  • ~Get Your Files Here !/5 - Financial Returns/51 - 34.CAGR-vs-Annual-Returns.ipynb 66.1 kB
  • ~Get Your Files Here !/3 - Python Pandas/20 - titanic.csv 60.3 kB
  • ~Get Your Files Here !/3 - Python Pandas/31 - titanic.csv 60.3 kB
  • ~Get Your Files Here !/3 - Python Pandas/32 - titanic.csv 60.3 kB
  • ~Get Your Files Here !/3 - Python Pandas/34 - titanic.csv 60.3 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - titanic.csv 60.3 kB
  • ~Get Your Files Here !/8 - Predictive Modeling/67 - titanic.csv 60.3 kB
  • ~Get Your Files Here !/5 - Financial Returns/57 - 39.Daily-Returns-vs-Log-Returns.ipynb 49.1 kB
  • ~Get Your Files Here !/5 - Financial Returns/50 - 33.TVPI-or-multiples.ipynb 47.5 kB
  • ~Get Your Files Here !/7 - Inferential Statistics/64 - 28.Hypothesis.ipynb 43.6 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - 21-Frequency-Tables.ipynb 38.3 kB
  • ~Get Your Files Here !/3 - Python Pandas/25 - IPL.csv 38.2 kB
  • ~Get Your Files Here !/3 - Python Pandas/26 - IPL.csv 38.2 kB
  • ~Get Your Files Here !/3 - Python Pandas/27 - IPL.csv 38.2 kB
  • ~Get Your Files Here !/3 - Python Pandas/29 - IPL.csv 38.2 kB
  • ~Get Your Files Here !/8 - Predictive Modeling/67 - 31-Logistic-Regression.ipynb 31.4 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - 10.Accessing-Data.ipynb 26.5 kB
  • ~Get Your Files Here !/7 - Inferential Statistics/65 - 29-Analysis-of-variance.ipynb 22.0 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - minute.csv 17.3 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - minute.csv 17.3 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - minute.csv 17.3 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - minute.csv 17.3 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - minute.csv 17.3 kB
  • ~Get Your Files Here !/6 - Basic Statistics/60 - Five-point-Summary.ipynb 15.5 kB
  • ~Get Your Files Here !/2 - Python Crash Course/6 - 5.Lists.ipynb 11.4 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - Charts-with-Matplotlibs.ipynb 10.1 kB
  • ~Get Your Files Here !/2 - Python Crash Course/12 - 7-Dictionaries-Sets.ipynb 9.2 kB
  • ~Get Your Files Here !/2 - Python Crash Course/9 - 6.Tuples-and-strings.ipynb 8.9 kB
  • ~Get Your Files Here !/2 - Python Crash Course/3 - 1.Arithmetic.ipynb 8.8 kB
  • ~Get Your Files Here !/2 - Python Crash Course/4 - 2.Data-Types.ipynb 6.5 kB
  • ~Get Your Files Here !/3 - Python Pandas/18 - 5.Sorting-a-Series.ipynb 6.5 kB
  • ~Get Your Files Here !/5 - Financial Returns/54 - 36.Simple-vs-Compound-Interest.ipynb 6.0 kB
  • ~Get Your Files Here !/8 - Predictive Modeling/69 - 33-Random-Forests.ipynb 6.0 kB
  • ~Get Your Files Here !/3 - Python Pandas/35 - 22.Groupby.ipynb 5.9 kB
  • ~Get Your Files Here !/3 - Python Pandas/30 - 17.Rename-columns.ipynb 5.5 kB
  • ~Get Your Files Here !/3 - Python Pandas/15 - 2.Pandas-Series-Part-1.ipynb 5.3 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/40 - 11-Accessing-MySQL-Database.ipynb 5.3 kB
  • ~Get Your Files Here !/5 - Financial Returns/55 - 37-Continuous-Compounding.ipynb 5.3 kB
  • ~Get Your Files Here !/3 - Python Pandas/34 - 21.Handling-Missing-Values-Part-2.ipynb 5.1 kB
  • ~Get Your Files Here !/3 - Python Pandas/19 - 6.Dataframes-Intro.ipynb 4.7 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - 24.Convert-string-to-datetime-column.ipynb 4.5 kB
  • ~Get Your Files Here !/3 - Python Pandas/25 - 12.Position-based-Index-iloc.ipynb 4.1 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - diamond.csv 4.1 kB
  • ~Get Your Files Here !/3 - Python Pandas/31 - 18.Conditional-Filter.ipynb 3.9 kB
  • ~Get Your Files Here !/3 - Python Pandas/21 - 8.Data-Inspection.ipynb 3.8 kB
  • ~Get Your Files Here !/3 - Python Pandas/17 - 4.Pandas-Series-Unique.ipynb 3.7 kB
  • ~Get Your Files Here !/3 - Python Pandas/16 - 3.Pandas-Series-Part-2.ipynb 3.7 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - 26.Resample.ipynb 3.5 kB
  • ~Get Your Files Here !/3 - Python Pandas/26 - 13.Index-based-Slicing-iloc.ipynb 3.5 kB
  • ~Get Your Files Here !/3 - Python Pandas/29 - 16.Reset-index.ipynb 3.4 kB
  • ~Get Your Files Here !/3 - Python Pandas/22 - 9.Dataframes-Index.ipynb 3.3 kB
  • ~Get Your Files Here !/2 - Python Crash Course/5 - 4.Variables.ipynb 3.2 kB
  • ~Get Your Files Here !/3 - Python Pandas/24 - 10.Dataframe-Filter.ipynb 3.0 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/37 - 27-Downloading-Data-yfinance-API.ipynb 2.9 kB
  • ~Get Your Files Here !/3 - Python Pandas/23 - 11.Indexing-in-Dataframes.ipynb 2.7 kB
  • ~Get Your Files Here !/3 - Python Pandas/32 - 19.Advanced-Filter-Dataframe.ipynb 2.6 kB
  • ~Get Your Files Here !/3 - Python Pandas/28 - 15.loc-with-numeric-index.ipynb 2.6 kB
  • ~Get Your Files Here !/3 - Python Pandas/20 - 7-Data-from-csv-file.ipynb 2.5 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - 25.Slice-Time-Series-Data.ipynb 2.4 kB
  • ~Get Your Files Here !/5 - Financial Returns/56 - 38.Intro-to-Log-Returns.ipynb 2.4 kB
  • ~Get Your Files Here !/5 - Financial Returns/53 - 32.Risk-vs-Reward.ipynb 2.4 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - 29.Data-Normalization.ipynb 2.3 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - 28.Pivot.ipynb 2.2 kB
  • ~Get Your Files Here !/5 - Financial Returns/49 - 31.Calculate-Financial-Returns.ipynb 2.2 kB
  • ~Get Your Files Here !/3 - Python Pandas/33 - 20.Handling-Missing-Values-Part-1.ipynb 2.1 kB
  • ~Get Your Files Here !/5 - Financial Returns/48 - 30.Calculate-Price-Changes.ipynb 2.1 kB
  • ~Get Your Files Here !/8 - Predictive Modeling/66 - mtcars.csv 1.7 kB
  • ~Get Your Files Here !/3 - Python Pandas/14 - 1.Pandas-Intro.ipynb 1.6 kB
  • ~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - 23.Introduction-to-Time-Series-Data.ipynb 1.3 kB
  • ~Get Your Files Here !/Bonus Resources.txt 386 Bytes
  • ~Get Your Files Here !/6 - Basic Statistics/59 - marks.csv 226 Bytes
  • Get Bonus Downloads Here.url 181 Bytes
  • ~Get Your Files Here !/3 - Python Pandas/33 - missing.csv 54 Bytes
  • ~Get Your Files Here !/3 - Python Pandas/30 - data.csv 16 Bytes

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