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Learning Data Science & Machine Learning
Приєднався 7 кві 2024
Imperfect action beats perfect inaction everytime!
Living in the age of artificial intelligence and machine learning, it has become imperative to learn these tools of the 21st century or get left behind. This channel will feature videos of my learning experience of these tools.
Living in the age of artificial intelligence and machine learning, it has become imperative to learn these tools of the 21st century or get left behind. This channel will feature videos of my learning experience of these tools.
2nd Half - The Conclusion | Basics of Pandas and DataFrames | Python for Data Analysis | Jan 2025
Explanation of basics of pandas library and working with dataframes in python using Jupyter notebook for data analysis. My original video on this topic, i.e., Basics of Pandas and Dataframes posted on 17th Jan got over an hour long, so to make it smaller I divided that in 2 parts. This is the second part of the same video. The first part is linked below in the description box and in the comments section.
Link for Part - 1 Video:
ua-cam.com/video/e0OKJo_OMy8/v-deo.html
URL for read_html:
www.fdic.gov/bank-failures/failed-bank-list?combine=&items_per_page=All
0:00 - Intro
1:00 - Groupby object
7:19 - Concatenation, Merging & Joining DataFrames
15:06 - Finding unique values
18:23 - Apply method
20:54 - Index & Column Names
21:54 - Sorting a dataframe
22:49 - Checking for null values (isnull & isna)
23:32 - Pivot Table
25:55 - Data input & output (csv, excel & html)
#python #pandas #dataframes #pandasdataframe #pandasfunctions #pythonfunctions #pythonmethods
Link for Part - 1 Video:
ua-cam.com/video/e0OKJo_OMy8/v-deo.html
URL for read_html:
www.fdic.gov/bank-failures/failed-bank-list?combine=&items_per_page=All
0:00 - Intro
1:00 - Groupby object
7:19 - Concatenation, Merging & Joining DataFrames
15:06 - Finding unique values
18:23 - Apply method
20:54 - Index & Column Names
21:54 - Sorting a dataframe
22:49 - Checking for null values (isnull & isna)
23:32 - Pivot Table
25:55 - Data input & output (csv, excel & html)
#python #pandas #dataframes #pandasdataframe #pandasfunctions #pythonfunctions #pythonmethods
Переглядів: 81
Відео
1st Half - The Beginning | Basics of Pandas and DataFrames | Python for Data Analysis | Jan 2025
Переглядів 84День тому
Explanation of basics of pandas library and working with dataframes in python using Jupyter notebook for data analysis. My original video on this topic, i.e., Basics of Pandas and Dataframes posted on 17th Jan got over an hour long, so to make it smaller I am dividing that in 2 parts. This is the first part of the same video. The second part would be linked at the end of this video, and also in...
Understanding Basics of Pandas and DataFrames | Python for Data Analysis | Jan 2025
Переглядів 45714 днів тому
Understanding Basics of Pandas and DataFrames | Python for Data Analysis | Jan 2025
Basics of Series and DataFrames | Python for Data Analysis | Dec 2024
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Basics of Series and DataFrames | Python for Data Analysis | Dec 2024
Python for Data Analysis | Basics and NumPy | Dec 2024
Переглядів 2442 місяці тому
Python for Data Analysis | Basics and NumPy | Dec 2024
Linear Regression Project in Python to predict Ecom customer $$ Spend | Sept 2024
Переглядів 954 місяці тому
Linear Regression Project in Python to predict Ecom customer $$ Spend | Sept 2024
Python Data Capstone Project | Stock Analysis | Sept 2024
Переглядів 2214 місяці тому
Python Data Capstone Project | Stock Analysis | Sept 2024
Data Capstone Project | 911 Calls - Part 2 | Python | Sept 2024
Переглядів 974 місяці тому
Data Capstone Project | 911 Calls - Part 2 | Python | Sept 2024
Python Data Capstone Project | 911 Calls | Sept 2024
Переглядів 3644 місяці тому
Python Data Capstone Project | 911 Calls | Sept 2024
Geographical Map Plotting in Python | 2024
Переглядів 915 місяців тому
Geographical Map Plotting in Python | 2024
Is interactive plotting possible in Python? Pandas vs Plotly | Aug 2024
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Is interactive plotting possible in Python? Pandas vs Plotly | Aug 2024
Can Pandas be used for Data Visualization in Python | Aug 2024
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Can Pandas be used for Data Visualization in Python | Aug 2024
Data Visualization in Python using Seaborn | Aug 2024
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Data Visualization in Python using Seaborn | Aug 2024
How to plot graphs in Python using Matplotlib | Aug 2024
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How to plot graphs in Python using Matplotlib | Aug 2024
How to analyze data in Python using Pandas library? Aug 2024 | SF Salary Exercise
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How to analyze data in Python using Pandas library? Aug 2024 | SF Salary Exercise
Learn Pandas | Python for Data Analysis | Aug 2024 | Ecommerce Purchase Exercise
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Learn Pandas | Python for Data Analysis | Aug 2024 | Ecommerce Purchase Exercise
Python for Data Analysis - Numpy | Introduction to Data Science | June 2024
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Python for Data Analysis - Numpy | Introduction to Data Science | June 2024
Python Crash Course | Introduction to Data Science | Jupyter Notebook | June 2024
Переглядів 327 місяців тому
Python Crash Course | Introduction to Data Science | Jupyter Notebook | June 2024
Python - Data Analytics - Seaborn Plots
Переглядів 489 місяців тому
Python - Data Analytics - Seaborn Plots
good content
thanks brother!
good effort
good job
great job
Link for next part: ua-cam.com/video/Yzeg7-lQuak/v-deo.html
Link for Part - 1 Video: ua-cam.com/video/e0OKJo_OMy8/v-deo.html
Link for Part - 2 Video: ua-cam.com/video/zRgmQKZERsg/v-deo.html Link for Basics of Series & DataFrames video: ua-cam.com/video/Yzeg7-lQuak/v-deo.html
Link for follow up video - Understanding Basics of Pandas and DataFrames: ua-cam.com/video/9CEUQigRw5U/v-deo.html
Link for the last video - Basics of Series & DataFrames: ua-cam.com/video/Yzeg7-lQuak/v-deo.html URL for read_html: www.fdic.gov/bank-failures/failed-bank-list?combine=&items_per_page=All
Sir please teach numpy in detail like a full course on numpy and pandas
Keep it up bro 🎉❤
To install scikit package run either one of below in your anaconda promt or command prompt, whichever you use: - conda install scikit-learn - pip install scikit-learn
All Seaborn datasets' csv files can be downloaded from the below github link: github.com/mwaskom/seaborn-data Just click on the csv file then download raw file button.
sir can u please send a link to the dataset please
You can download the 'tips' dataset by running the below code: import seaborn as sns df = sns.load_dataset('tips') Seaborn comes with a few built-in datasets, 'tips' is one of those. You can check the rest on this page - www.geeksforgeeks.org/seaborn-datasets-for-data-science/ If you would still like a csv file, you can download from this link (download button is on the right side: downarrow button) - github.com/mwaskom/seaborn-data/blob/master/tips.csv Other csv files are also there on the left side.
hello sir i am trying to import yfinance but itis not working can u please tell how we can do that
Have you installed yfinance package before importing it? To install it you would have to run 'pip install yfinance' in either Anaconda Prompt or Command Prompt, whichever you use.
@@Learning_DS_ML Thank you sir . I have learnt a lot from this .Please make more like this which might help us build portfolio. Thank you so much
@@trad6078 sure, working on it. Thanks for watching!
If you like this video, also take a look at: Learn Pandas | Python for Data Analysis | Introduction to Data Science | Aug 2024 ua-cam.com/video/r7p8Pxg-Y-M/v-deo.html
If you like this video, also take a look at: How to analyze data in Python using Pandas library? Aug 2024 | SF Salary Exercise ua-cam.com/video/fi_vJnBM_hI/v-deo.html
To import yfinance library, first you would have to install it just like other libraries. Run 'pip install yfinance' in either Anaconda Promp or Command Prompt, whichever you use. If you like this video, here's another one for you: Python Data Capstone Project | 911 Calls | Sept 2024 ua-cam.com/video/tA9L2VM7Pmo/v-deo.html _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
Part I Video Link - ua-cam.com/video/tA9L2VM7Pmo/v-deo.html
Part II Video Link - ua-cam.com/video/KnA3Ds5Nznw/v-deo.html
👍
Nice one
thanks!
Very educative
Great, keep it up ❤