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Python for Data Science and Machine Learning (2024) --> [ CourseWikia ]

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3.11 GB

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09-09-2024 17:17

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File	Size
Get Bonus Downloads Here.url	181.00 B
~Get Your Files Here !/1 - Introduction/1 - Setting up the Environment.mp4	91.45 MB
~Get Your Files Here !/1 - Introduction/2 - Introduction to Python Tools.mp4	153.47 MB
~Get Your Files Here !/2 - Python Crash Course/10 - Strings 1.mp4	28.89 MB
~Get Your Files Here !/2 - Python Crash Course/11 - Strings 2.mp4	28.84 MB
~Get Your Files Here !/2 - Python Crash Course/12 - 7-Dictionaries-Sets.ipynb	8.98 kB
~Get Your Files Here !/2 - Python Crash Course/12 - Dictionaries.mp4	25.29 MB
~Get Your Files Here !/2 - Python Crash Course/13 - Sets.mp4	107.25 MB
~Get Your Files Here !/2 - Python Crash Course/3 - 1.Arithmetic.ipynb	8.57 kB
~Get Your Files Here !/2 - Python Crash Course/3 - Arithmetic Operations in Python.mp4	33.28 MB
~Get Your Files Here !/2 - Python Crash Course/4 - 2.Data-Types.ipynb	6.38 kB
~Get Your Files Here !/2 - Python Crash Course/4 - Data Types.mp4	31.20 MB
~Get Your Files Here !/2 - Python Crash Course/5 - 4.Variables.ipynb	3.13 kB
~Get Your Files Here !/2 - Python Crash Course/5 - Variables.mp4	30.69 MB
~Get Your Files Here !/2 - Python Crash Course/6 - 5.Lists.ipynb	11.16 kB
~Get Your Files Here !/2 - Python Crash Course/6 - Intro to Lists.mp4	22.57 MB
~Get Your Files Here !/2 - Python Crash Course/7 - Lists 2.mp4	40.85 MB
~Get Your Files Here !/2 - Python Crash Course/8 - Lists 3.mp4	39.81 MB
~Get Your Files Here !/2 - Python Crash Course/9 - 6.Tuples-and-strings.ipynb	8.65 kB
~Get Your Files Here !/2 - Python Crash Course/9 - Tuples.mp4	30.94 MB
~Get Your Files Here !/3 - Python Pandas/14 - 1.Pandas-Intro.ipynb	1.54 kB
~Get Your Files Here !/3 - Python Pandas/14 - Introduction to Pandas.mp4	135.00 MB
~Get Your Files Here !/3 - Python Pandas/15 - 2.Pandas-Series-Part-1.ipynb	5.22 kB
~Get Your Files Here !/3 - Python Pandas/15 - Pandas Series Part 1.mp4	19.60 MB
~Get Your Files Here !/3 - Python Pandas/16 - 3.Pandas-Series-Part-2.ipynb	3.61 kB
~Get Your Files Here !/3 - Python Pandas/16 - Pandas Series Part 2.mp4	28.39 MB
~Get Your Files Here !/3 - Python Pandas/17 - 4.Pandas-Series-Unique.ipynb	3.63 kB
~Get Your Files Here !/3 - Python Pandas/17 - Pandas Series Unique.mp4	24.16 MB
~Get Your Files Here !/3 - Python Pandas/18 - 5.Sorting-a-Series.ipynb	6.34 kB
~Get Your Files Here !/3 - Python Pandas/18 - Pandas Series Sorting.mp4	19.74 MB
~Get Your Files Here !/3 - Python Pandas/19 - 6.Dataframes-Intro.ipynb	4.55 kB
~Get Your Files Here !/3 - Python Pandas/19 - Introduction to DataFrames.mp4	19.69 MB
~Get Your Files Here !/3 - Python Pandas/20 - 7-Data-from-csv-file.ipynb	2.41 kB
~Get Your Files Here !/3 - Python Pandas/20 - Accessing csv files.mp4	73.02 MB
~Get Your Files Here !/3 - Python Pandas/20 - titanic.csv	58.89 kB
~Get Your Files Here !/3 - Python Pandas/21 - 8.Data-Inspection.ipynb	3.72 kB
~Get Your Files Here !/3 - Python Pandas/21 - Data Inspection.mp4	54.80 MB
~Get Your Files Here !/3 - Python Pandas/22 - 9.Dataframes-Index.ipynb	3.26 kB
~Get Your Files Here !/3 - Python Pandas/22 - Dataframe Indexing 1.mp4	38.45 MB
~Get Your Files Here !/3 - Python Pandas/23 - 11.Indexing-in-Dataframes.ipynb	2.65 kB
~Get Your Files Here !/3 - Python Pandas/23 - Dataframe Indexing 2.mp4	17.61 MB
~Get Your Files Here !/3 - Python Pandas/24 - 10.Dataframe-Filter.ipynb	2.91 kB
~Get Your Files Here !/3 - Python Pandas/24 - Dataframe Filter.mp4	25.39 MB
~Get Your Files Here !/3 - Python Pandas/25 - 12.Position-based-Index-iloc.ipynb	3.99 kB
~Get Your Files Here !/3 - Python Pandas/25 - IPL.csv	37.27 kB
~Get Your Files Here !/3 - Python Pandas/25 - Position based indexing using iloc.mp4	84.83 MB
~Get Your Files Here !/3 - Python Pandas/26 - 13.Index-based-Slicing-iloc.ipynb	3.45 kB
~Get Your Files Here !/3 - Python Pandas/26 - Dataframe Slicing using iloc.mp4	22.86 MB
~Get Your Files Here !/3 - Python Pandas/26 - IPL.csv	37.27 kB
~Get Your Files Here !/3 - Python Pandas/27 - 14.Label-based-Slicing-using-loc.ipynb	92.86 kB
~Get Your Files Here !/3 - Python Pandas/27 - IPL.csv	37.27 kB
~Get Your Files Here !/3 - Python Pandas/27 - Label based Slicing using loc.mp4	39.88 MB
~Get Your Files Here !/3 - Python Pandas/28 - 15.loc-with-numeric-index.ipynb	2.53 kB
~Get Your Files Here !/3 - Python Pandas/28 - Loc with numeric index.mp4	14.38 MB
~Get Your Files Here !/3 - Python Pandas/29 - 16.Reset-index.ipynb	3.34 kB
~Get Your Files Here !/3 - Python Pandas/29 - IPL.csv	37.27 kB
~Get Your Files Here !/3 - Python Pandas/29 - Reset Index.mp4	35.47 MB
~Get Your Files Here !/3 - Python Pandas/30 - 17.Rename-columns.ipynb	5.38 kB
~Get Your Files Here !/3 - Python Pandas/30 - data.csv	16.00 B
~Get Your Files Here !/3 - Python Pandas/30 - Rename Columns.mp4	16.83 MB
~Get Your Files Here !/3 - Python Pandas/31 - 18.Conditional-Filter.ipynb	3.82 kB
~Get Your Files Here !/3 - Python Pandas/31 - Conditional Filter.mp4	41.08 MB
~Get Your Files Here !/3 - Python Pandas/31 - titanic.csv	58.89 kB
~Get Your Files Here !/3 - Python Pandas/32 - 19.Advanced-Filter-Dataframe.ipynb	2.58 kB
~Get Your Files Here !/3 - Python Pandas/32 - Advanced Filter.mp4	18.36 MB
~Get Your Files Here !/3 - Python Pandas/32 - titanic.csv	58.89 kB
~Get Your Files Here !/3 - Python Pandas/33 - 20.Handling-Missing-Values-Part-1.ipynb	2.10 kB
~Get Your Files Here !/3 - Python Pandas/33 - Missing Values Part 1.mp4	10.23 MB
~Get Your Files Here !/3 - Python Pandas/33 - missing.csv	54.00 B
~Get Your Files Here !/3 - Python Pandas/34 - 21.Handling-Missing-Values-Part-2.ipynb	4.94 kB
~Get Your Files Here !/3 - Python Pandas/34 - Missing Values Part 2.mp4	54.07 MB
~Get Your Files Here !/3 - Python Pandas/34 - titanic.csv	58.89 kB
~Get Your Files Here !/3 - Python Pandas/35 - 22.Groupby.ipynb	5.79 kB
~Get Your Files Here !/3 - Python Pandas/35 - Group by.mp4	32.72 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - 23.Introduction-to-Time-Series-Data.ipynb	1.31 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - Intro to Time Series.mp4	22.97 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/36 - minute.csv	16.92 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/37 - 27-Downloading-Data-yfinance-API.ipynb	2.82 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/37 - Downloading Data yfinance API.mp4	62.32 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - 24.Convert-string-to-datetime-column.ipynb	4.36 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - minute.csv	16.92 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/38 - String to Datetime.mp4	36.48 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - 10.Accessing-Data.ipynb	25.89 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - minute.csv	16.92 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/39 - Reading Files.mp4	88.00 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/40 - 11-Accessing-MySQL-Database.ipynb	5.15 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/40 - Working with My Sql Database.mp4	56.98 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - 25.Slice-Time-Series-Data.ipynb	2.38 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - minute.csv	16.92 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/41 - Slice Time Series Data.mp4	12.13 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - 28.Pivot.ipynb	2.18 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - bank-data.csv	244.29 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/42 - Pivot DataFrame.mp4	19.53 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - 26.Resample.ipynb	3.45 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - Resample DataFrame.mp4	33.33 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/43 - tick.csv	598.14 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - 29.Data-Normalization.ipynb	2.25 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - bank-data.csv	244.29 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/44 - Data Normalization.mp4	52.40 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - 21-Frequency-Tables.ipynb	37.43 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - Frequency Tables.mp4	84.63 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/45 - titanic.csv	58.89 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - 22-Pandas.ipynb	311.52 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - diamond.csv	3.99 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/46 - Visualization Part 1 Pandas.mp4	91.67 MB
~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - Charts-with-Matplotlibs.ipynb	9.89 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - minute.csv	16.92 kB
~Get Your Files Here !/4 - Data Exploration and Cleaning/47 - Visualization Part 2 Matplotlib.mp4	64.02 MB
~Get Your Files Here !/5 - Financial Returns/48 - 30.Calculate-Price-Changes.ipynb	2.10 kB
~Get Your Files Here !/5 - Financial Returns/48 - Calculate Price Changes.mp4	14.64 MB
~Get Your Files Here !/5 - Financial Returns/48 - daily.csv	98.76 kB
~Get Your Files Here !/5 - Financial Returns/49 - 31.Calculate-Financial-Returns.ipynb	2.12 kB
~Get Your Files Here !/5 - Financial Returns/49 - Calculate Financial Returns.mp4	7.99 MB
~Get Your Files Here !/5 - Financial Returns/49 - daily.csv	98.76 kB
~Get Your Files Here !/5 - Financial Returns/50 - 33.TVPI-or-multiples.ipynb	46.42 kB
~Get Your Files Here !/5 - Financial Returns/50 - daily.csv	98.76 kB
~Get Your Files Here !/5 - Financial Returns/50 - TVPI.mp4	33.09 MB
~Get Your Files Here !/5 - Financial Returns/51 - 34.CAGR-vs-Annual-Returns.ipynb	64.58 kB
~Get Your Files Here !/5 - Financial Returns/51 - CAGR.mp4	27.08 MB
~Get Your Files Here !/5 - Financial Returns/52 - 35.Geometric-Returns.ipynb	92.70 kB
~Get Your Files Here !/5 - Financial Returns/52 - Geometric Returns.mp4	24.68 MB
~Get Your Files Here !/5 - Financial Returns/53 - 32.Risk-vs-Reward.ipynb	2.31 kB
~Get Your Files Here !/5 - Financial Returns/53 - daily.csv	98.76 kB
~Get Your Files Here !/5 - Financial Returns/53 - Risk vs Returns.mp4	17.32 MB
~Get Your Files Here !/5 - Financial Returns/54 - 36.Simple-vs-Compound-Interest.ipynb	5.82 kB
~Get Your Files Here !/5 - Financial Returns/54 - Simple vs Compound Interest.mp4	22.82 MB
~Get Your Files Here !/5 - Financial Returns/55 - 37-Continuous-Compounding.ipynb	5.13 kB
~Get Your Files Here !/5 - Financial Returns/55 - Continuous Compounding.mp4	24.17 MB
~Get Your Files Here !/5 - Financial Returns/56 - 38.Intro-to-Log-Returns.ipynb	2.33 kB
~Get Your Files Here !/5 - Financial Returns/56 - Intro to log Returns.mp4	19.09 MB
~Get Your Files Here !/5 - Financial Returns/57 - 39.Daily-Returns-vs-Log-Returns.ipynb	47.92 kB
~Get Your Files Here !/5 - Financial Returns/57 - Daily Return vs Log Returns.mp4	46.38 MB
~Get Your Files Here !/5 - Financial Returns/58 - 40.More-about-Log-Returns.ipynb	148.77 kB
~Get Your Files Here !/5 - Financial Returns/58 - More About Log Returns.mp4	45.21 MB
~Get Your Files Here !/6 - Basic Statistics/59 - 25.Intro-to-Statistics.ipynb	231.53 kB
~Get Your Files Here !/6 - Basic Statistics/59 - Descriptive Statistics.mp4	108.43 MB
~Get Your Files Here !/6 - Basic Statistics/59 - marks.csv	226.00 B
~Get Your Files Here !/6 - Basic Statistics/60 - Five Point Summary.mp4	34.09 MB
~Get Your Files Here !/6 - Basic Statistics/60 - Five-point-Summary.ipynb	15.17 kB
~Get Your Files Here !/6 - Basic Statistics/61 - Moving Averages.mp4	89.34 MB
~Get Your Files Here !/6 - Basic Statistics/61 - Moving-Averages.ipynb	240.28 kB
~Get Your Files Here !/6 - Basic Statistics/61 - nifty.csv	98.76 kB
~Get Your Files Here !/6 - Basic Statistics/62 - 27.Confidence-Intervals.ipynb	69.20 kB
~Get Your Files Here !/6 - Basic Statistics/62 - Confidence Intervals.mp4	77.00 MB
~Get Your Files Here !/7 - Inferential Statistics/63 - 26.Distributions.ipynb	135.25 kB
~Get Your Files Here !/7 - Inferential Statistics/63 - Statistical Distributions.mp4	83.86 MB
~Get Your Files Here !/7 - Inferential Statistics/64 - 28.Hypothesis.ipynb	42.58 kB
~Get Your Files Here !/7 - Inferential Statistics/64 - Hypothesis Testing.mp4	87.52 MB
~Get Your Files Here !/7 - Inferential Statistics/65 - 29-Analysis-of-variance.ipynb	21.48 kB
~Get Your Files Here !/7 - Inferential Statistics/65 - Analysis of Variance.mp4	40.00 MB
~Get Your Files Here !/8 - Predictive Modeling/66 - 30-Linear-Regression.ipynb	150.51 kB
~Get Your Files Here !/8 - Predictive Modeling/66 - Linear Regression.mp4	78.08 MB
~Get Your Files Here !/8 - Predictive Modeling/66 - mtcars.csv	1.66 kB
~Get Your Files Here !/8 - Predictive Modeling/67 - 31-Logistic-Regression.ipynb	30.67 kB
~Get Your Files Here !/8 - Predictive Modeling/67 - Logistic Regression.mp4	56.83 MB
~Get Your Files Here !/8 - Predictive Modeling/67 - titanic.csv	58.89 kB
~Get Your Files Here !/8 - Predictive Modeling/68 - 32-Decision-Trees.ipynb	175.26 kB
~Get Your Files Here !/8 - Predictive Modeling/68 - Decision Trees.mp4	83.58 MB
~Get Your Files Here !/8 - Predictive Modeling/69 - 33-Random-Forests.ipynb	5.81 kB
~Get Your Files Here !/8 - Predictive Modeling/69 - Random Forests.mp4	38.95 MB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

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

If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com

Published 9/2024
Duration: 7h20m | Video: .MP4, 1920x1080 30 fps | Audio: AAC, 44.1 kHz, 2ch | Size: 3.1 GB
Genre: eLearning | Language: English

Learn to use Pandas, Statistics , Matplotlib , Scikit-Learn , Machine Learning, and more!

What you'll learn
Learn the basics of Python Programming
Collect, Clean & Prepare data before Analysis
Learn to visualize data using various tools
Learn to use Python for Statistics
Learn to use Python for Machine Learning

Requirements
No programming experience needed. You will learn everything you need to know.

If You Need More Stuff, kindly Visit and Support Us -->> https://FreeCourseWeb.com

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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...