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

File Type video

Size 3.11GB

UpdateDate 2024-9-19

hash *****C30345795FF7D99F04ED9BEED0526DB4A9

Hot 93

Files Get Bonus Downloads Here.url | 181B ~Get Your Files Here !/1 - Introduction/1 - Setting up the Environment.mp4 | 91.45MB ~Get Your Files Here !/1 - Introduction/2 - Introduction to Python Tools.mp4 | 153.47MB ~Get Your Files Here !/2 - Python Crash Course/10 - Strings 1.mp4 | 28.89MB ~Get Your Files Here !/2 - Python Crash Course/11 - Strings 2.mp4 | 28.84MB ~Get Your Files Here !/2 - Python Crash Course/12 - 7-Dictionaries-Sets.ipynb | 8.98KB ~Get Your Files Here !/2 - Python Crash Course/12 - Dictionaries.mp4 | 25.29MB ~Get Your Files Here !/2 - Python Crash Course/13 - Sets.mp4 | 107.25MB ~Get Your Files Here !/2 - Python Crash Course/3 - 1.Arithmetic.ipynb | 8.57KB ~Get Your Files Here !/2 - Python Crash Course/3 - Arithmetic Operations in Python.mp4 | 33.28MB ~Get Your Files Here !/2 - Python Crash Course/4 - 2.Data-Types.ipynb | 6.38KB ~Get Your Files Here !/2 - Python Crash Course/4 - Data Types.mp4 | 31.20MB ~Get Your Files Here !/2 - Python Crash Course/5 - 4.Variables.ipynb | 3.13KB ~Get Your Files Here !/2 - Python Crash Course/5 - Variables.mp4 | 30.69MB ~Get Your Files Here !/2 - Python Crash Course/6 - 5.Lists.ipynb | 11.16KB ~Get Your Files Here !/2 - Python Crash Course/6 - Intro to Lists.mp4 | 22.57MB ~Get Your Files Here !/2 - Python Crash Course/7 - Lists 2.mp4 | 40.85MB ~Get Your Files Here !/2 - Python Crash Course/8 - Lists 3.mp4 | 39.81MB ~Get Your Files Here !/2 - Python Crash Course/9 - 6.Tuples-and-strings.ipynb | 8.65KB ~Get Your Files Here !/2 - Python Crash Course/9 - Tuples.mp4 | 30.94MB ~Get Your Files Here !/3 - Python Pandas/14 - 1.Pandas-Intro.ipynb | 1.54KB ~Get Your Files Here !/3 - Python Pandas/14 - Introduction to Pandas.mp4 | 135.00MB ~Get Your Files Here !/3 - Python Pandas/15 - 2.Pandas-Series-Part-1.ipynb | 5.22KB ~Get Your Files Here !/3 - Python Pandas/15 - Pandas Series Part 1.mp4 | 19.60MB ~Get Your Files Here !/3 - Python Pandas/16 - 3.Pandas-Series-Part-2.ipynb | 3.61KB ~Get Your Files Here !/3 - Python Pandas/16 - Pandas Series Part 2.mp4 | 28.39MB ~Get Your Files Here !/3 - Python Pandas/17 - 4.Pandas-Series-Unique.ipynb | 3.63KB ~Get Your Files Here !/3 - Python Pandas/17 - Pandas Series Unique.mp4 | 24.16MB ~Get Your Files Here !/3 - Python Pandas/18 - 5.Sorting-a-Series.ipynb | 6.34KB ~Get Your Files Here !/3 - Python Pandas/18 - Pandas Series Sorting.mp4 | 19.74MB ~Get Your Files Here !/3 - Python Pandas/19 - 6.Dataframes-Intro.ipynb | 4.55KB ~Get Your Files Here !/3 - Python Pandas/19 - Introduction to DataFrames.mp4 | 19.69MB ~Get Your Files Here !/3 - Python Pandas/20 - 7-Data-from-csv-file.ipynb | 2.41KB ~Get Your Files Here !/3 - Python Pandas/20 - Accessing csv files.mp4 | 73.02MB ~Get Your Files Here !/3 - Python Pandas/20 - titanic.csv | 58.89KB ~Get Your Files Here !/3 - Python Pandas/21 - 8.Data-Inspection.ipynb | 3.72KB ~Get Your Files Here !/3 - Python Pandas/21 - Data Inspection.mp4 | 54.80MB ~Get Your Files Here !/3 - Python Pandas/22 - 9.Dataframes-Index.ipynb | 3.26KB ~Get Your Files Here !/3 - Python Pandas/22 - Dataframe Indexing 1.mp4 | 38.45MB ~Get Your Files Here !/3 - Python Pandas/23 - 11.Indexing-in-Dataframes.ipynb | 2.65KB ~Get Your Files Here !/3 - Python Pandas/23 - Dataframe Indexing 2.mp4 | 17.61MB ~Get Your Files Here !/3 - Python Pandas/24 - 10.Dataframe-Filter.ipynb | 2.91KB ~Get Your Files Here !/3 - Python Pandas/24 - Dataframe Filter.mp4 | 25.39MB ~Get Your Files Here !/3 - Python Pandas/25 - 12.Position-based-Index-iloc.ipynb | 3.99KB ~Get Your Files Here !/3 - Python Pandas/25 - IPL.csv | 37.27KB ~Get Your Files Here !/3 - Python Pandas/25 - Position based indexing using iloc.mp4 | 84.83MB ~Get Your Files Here !/3 - Python Pandas/26 - 13.Index-based-Slicing-iloc.ipynb | 3.45KB ~Get Your Files Here !/3 - Python Pandas/26 - Dataframe Slicing using iloc.mp4 | 22.86MB ~Get Your Files Here !/3 - Python Pandas/26 - IPL.csv | 37.27KB ~Get Your Files Here !/3 - Python Pandas/27 - 14.Label-based-Slicing-using-loc.ipynb | 92.86KB ~Get Your Files Here !/3 - Python Pandas/27 - IPL.csv | 37.27KB ~Get Your Files Here !/3 - Python Pandas/27 - Label based Slicing using loc.mp4 | 39.88MB ~Get Your Files Here !/3 - Python Pandas/28 - 15.loc-with-numeric-index.ipynb | 2.53KB ~Get Your Files Here !/3 - Python Pandas/28 - Loc with numeric index.mp4 | 14.38MB ~Get Your Files Here !/3 - Python Pandas/29 - 16.Reset-index.ipynb | 3.34KB ~Get Your Files Here !/3 - Python Pandas/29 - IPL.csv | 37.27KB ~Get Your Files Here !/3 - Python Pandas/29 - Reset Index.mp4 | 35.47MB ~Get Your Files Here !/3 - Python Pandas/30 - 17.Rename-columns.ipynb | 5.38KB ~Get Your Files Here !/3 - Python Pandas/30 - Rename Columns.mp4 | 16.83MB ~Get Your Files Here !/3 - Python Pandas/30 - data.csv | 16B ~Get Your Files Here !/3 - Python Pandas/31 - 18.Conditional-Filter.ipynb | 3.82KB ~Get Your Files Here !/3 - Python Pandas/31 - Conditional Filter.mp4 | 41.08MB ~Get Your Files Here !/3 - Python Pandas/31 - titanic.csv | 58.89KB ~Get Your Files Here !/3 - Python Pandas/32 - 19.Advanced-Filter-Dataframe.ipynb | 2.58KB ~Get Your Files Here !/3 - Python Pandas/32 - Advanced Filter.mp4 | 18.36MB ~Get Your Files Here !/3 - Python Pandas/32 - titanic.csv | 58.89KB ~Get Your Files Here !/3 - Python Pandas/33 - 20.Handling-Missing-Values-Part-1.ipynb | 2.10KB ~Get Your Files Here !/3 - Python Pandas/33 - Missing Values Part 1.mp4 | 10.23MB ~Get Your Files Here !/3 - Python Pandas/33 - missing.csv | 54B ~Get Your Files Here !/3 - Python Pandas/34 - 21.Handling-Missing-Values-Part-2.ipynb | 4.94KB ~Get Your Files Here !/3 - Python Pandas/34 - Missing Values Part 2.mp4 | 54.07MB ~Get Your Files Here !/3 - Python Pandas/34 - titanic.csv | 58.89KB ~Get Your Files Here !/3 - Python Pandas/35 - 22.Groupby.ipynb | 5.79KB ~Get Your Files Here !/3 - Python Pandas/35 - Group by.mp4 | 32.72MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - 23.Introduction-to-Time-Series-Data.ipynb | 1.31KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - Intro to Time Series.mp4 | 22.97MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - minute.csv | 16.92KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/37 - 27-Downloading-Data-yfinance-API.ipynb | 2.82KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/37 - Downloading Data yfinance API.mp4 | 62.32MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - 24.Convert-string-to-datetime-column.ipynb | 4.36KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - String to Datetime.mp4 | 36.48MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - minute.csv | 16.92KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - 10.Accessing-Data.ipynb | 25.89KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - Reading Files.mp4 | 88.00MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - minute.csv | 16.92KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/40 - 11-Accessing-MySQL-Database.ipynb | 5.15KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/40 - Working with My Sql Database.mp4 | 56.98MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - 25.Slice-Time-Series-Data.ipynb | 2.38KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - Slice Time Series Data.mp4 | 12.13MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - minute.csv | 16.92KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - 28.Pivot.ipynb | 2.18KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - Pivot DataFrame.mp4 | 19.53MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - bank-data.csv | 244.29KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - 26.Resample.ipynb | 3.45KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - Resample DataFrame.mp4 | 33.33MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - tick.csv | 598.14KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - 29.Data-Normalization.ipynb | 2.25KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - Data Normalization.mp4 | 52.40MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - bank-data.csv | 244.29KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - 21-Frequency-Tables.ipynb | 37.43KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - Frequency Tables.mp4 | 84.63MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - titanic.csv | 58.89KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - 22-Pandas.ipynb | 311.52KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - Visualization Part 1 Pandas.mp4 | 91.67MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - diamond.csv | 3.99KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - Charts-with-Matplotlibs.ipynb | 9.89KB ~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - Visualization Part 2 Matplotlib.mp4 | 64.02MB ~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - minute.csv | 16.92KB ~Get Your Files Here !/5 - Financial Returns/48 - 30.Calculate-Price-Changes.ipynb | 2.10KB ~Get Your Files Here !/5 - Financial Returns/48 - Calculate Price Changes.mp4 | 14.64MB ~Get Your Files Here !/5 - Financial Returns/48 - daily.csv | 98.76KB ~Get Your Files Here !/5 - Financial Returns/49 - 31.Calculate-Financial-Returns.ipynb | 2.12KB ~Get Your Files Here !/5 - Financial Returns/49 - Calculate Financial Returns.mp4 | 7.99MB ~Get Your Files Here !/5 - Financial Returns/49 - daily.csv | 98.76KB ~Get Your Files Here !/5 - Financial Returns/50 - 33.TVPI-or-multiples.ipynb | 46.42KB ~Get Your Files Here !/5 - Financial Returns/50 - TVPI.mp4 | 33.09MB ~Get Your Files Here !/5 - Financial Returns/50 - daily.csv | 98.76KB ~Get Your Files Here !/5 - Financial Returns/51 - 34.CAGR-vs-Annual-Returns.ipynb | 64.58KB ~Get Your Files Here !/5 - Financial Returns/51 - CAGR.mp4 | 27.08MB ~Get Your Files Here !/5 - Financial Returns/52 - 35.Geometric-Returns.ipynb | 92.70KB ~Get Your Files Here !/5 - Financial Returns/52 - Geometric Returns.mp4 | 24.68MB ~Get Your Files Here !/5 - Financial Returns/53 - 32.Risk-vs-Reward.ipynb | 2.31KB ~Get Your Files Here !/5 - Financial Returns/53 - Risk vs Returns.mp4 | 17.32MB ~Get Your Files Here !/5 - Financial Returns/53 - daily.csv | 98.76KB ~Get Your Files Here !/5 - Financial Returns/54 - 36.Simple-vs-Compound-Interest.ipynb | 5.82KB ~Get Your Files Here !/5 - Financial Returns/54 - Simple vs Compound Interest.mp4 | 22.82MB ~Get Your Files Here !/5 - Financial Returns/55 - 37-Continuous-Compounding.ipynb | 5.13KB ~Get Your Files Here !/5 - Financial Returns/55 - Continuous Compounding.mp4 | 24.17MB ~Get Your Files Here !/5 - Financial Returns/56 - 38.Intro-to-Log-Returns.ipynb | 2.33KB ~Get Your Files Here !/5 - Financial Returns/56 - Intro to log Returns.mp4 | 19.09MB ~Get Your Files Here !/5 - Financial Returns/57 - 39.Daily-Returns-vs-Log-Returns.ipynb | 47.92KB ~Get Your Files Here !/5 - Financial Returns/57 - Daily Return vs Log Returns.mp4 | 46.38MB ~Get Your Files Here !/5 - Financial Returns/58 - 40.More-about-Log-Returns.ipynb | 148.77KB ~Get Your Files Here !/5 - Financial Returns/58 - More About Log Returns.mp4 | 45.21MB ~Get Your Files Here !/6 - Basic Statistics/59 - 25.Intro-to-Statistics.ipynb | 231.53KB ~Get Your Files Here !/6 - Basic Statistics/59 - Descriptive Statistics.mp4 | 108.43MB ~Get Your Files Here !/6 - Basic Statistics/59 - marks.csv | 226B ~Get Your Files Here !/6 - Basic Statistics/60 - Five Point Summary.mp4 | 34.09MB ~Get Your Files Here !/6 - Basic Statistics/60 - Five-point-Summary.ipynb | 15.17KB ~Get Your Files Here !/6 - Basic Statistics/61 - Moving Averages.mp4 | 89.34MB ~Get Your Files Here !/6 - Basic Statistics/61 - Moving-Averages.ipynb | 240.28KB ~Get Your Files Here !/6 - Basic Statistics/61 - nifty.csv | 98.76KB ~Get Your Files Here !/6 - Basic Statistics/62 - 27.Confidence-Intervals.ipynb | 69.20KB ~Get Your Files Here !/6 - Basic Statistics/62 - Confidence Intervals.mp4 | 77.00MB ~Get Your Files Here !/7 - Inferential Statistics/63 - 26.Distributions.ipynb | 135.25KB ~Get Your Files Here !/7 - Inferential Statistics/63 - Statistical Distributions.mp4 | 83.86MB ~Get Your Files Here !/7 - Inferential Statistics/64 - 28.Hypothesis.ipynb | 42.58KB ~Get Your Files Here !/7 - Inferential Statistics/64 - Hypothesis Testing.mp4 | 87.52MB ~Get Your Files Here !/7 - Inferential Statistics/65 - 29-Analysis-of-variance.ipynb | 21.48KB ~Get Your Files Here !/7 - Inferential Statistics/65 - Analysis of Variance.mp4 | 40.00MB ~Get Your Files Here !/8 - Predictive Modeling/66 - 30-Linear-Regression.ipynb | 150.51KB ~Get Your Files Here !/8 - Predictive Modeling/66 - Linear Regression.mp4 | 78.08MB ~Get Your Files Here !/8 - Predictive Modeling/66 - mtcars.csv | 1.66KB ~Get Your Files Here !/8 - Predictive Modeling/67 - 31-Logistic-Regression.ipynb | 30.67KB ~Get Your Files Here !/8 - Predictive Modeling/67 - Logistic Regression.mp4 | 56.83MB ~Get Your Files Here !/8 - Predictive Modeling/67 - titanic.csv | 58.89KB ~Get Your Files Here !/8 - Predictive Modeling/68 - 32-Decision-Trees.ipynb | 175.26KB ~Get Your Files Here !/8 - Predictive Modeling/68 - Decision Trees.mp4 | 83.58MB ~Get Your Files Here !/8 - Predictive Modeling/69 - 33-Random-Forests.ipynb | 5.81KB ~Get Your Files Here !/8 - Predictive Modeling/69 - Random Forests.mp4 | 38.95MB ~Get Your Files Here !/Bonus Resources.txt | 386B