@kdnuggets @datasciencechats
#kaggle #machinelearning #datascience #python
https://youtu.be/5IBnuauBvkQ
#kaggle #machinelearning #datascience #python
https://youtu.be/5IBnuauBvkQ
YouTube
Pneumonia Classification on X-rays using TensorFlow and Tensor Processing Units (TPUs) | Kaggle
TIMESTAMPS
0:00 Introduction
0:23 Load the data
0:55 Visualize the dataset
1:31 Build the CNN (convolutional neural network)
3:55 Correct for data imbalance
5:52 Fine tune the model
7:08 Visualizing model performance
7:29 Predict and evaluate results
Machineβ¦
0:00 Introduction
0:23 Load the data
0:55 Visualize the dataset
1:31 Build the CNN (convolutional neural network)
3:55 Correct for data imbalance
5:52 Fine tune the model
7:08 Visualizing model performance
7:29 Predict and evaluate results
Machineβ¦
A ranked list of machine learning python libraries
#github #machinelearning #python #datavisualization
@kdnuggets @datasciencechats
https://github.com/ml-tooling/best-of-ml-python
#github #machinelearning #python #datavisualization
@kdnuggets @datasciencechats
https://github.com/ml-tooling/best-of-ml-python
GitHub
GitHub - lukasmasuch/best-of-ml-python: π A ranked list of awesome machine learning Python libraries. Updated weekly.
π A ranked list of awesome machine learning Python libraries. Updated weekly. - lukasmasuch/best-of-ml-python
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Top free resource to learn Python
#python #beginner
@kdnuggets @datasciencechats @coursenuggets
https://www.programiz.com/python-programming
#python #beginner
@kdnuggets @datasciencechats @coursenuggets
https://www.programiz.com/python-programming
Programiz
Learn Python Programming
Python is a powerful general-purpose programming language. Our Python tutorial will guide you to learn Python one step at a time with the help of examples.
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Object Oriented Programming(OOP) is very important to learn when you are learning any of the Oops based languages. It's just makes coding much more efficient. Here is a great free resource for python.
@kdnuggets @datasciencechats #pythonnuggets #python #beginner
https://youtu.be/MikphENIrOo
@kdnuggets @datasciencechats #pythonnuggets #python #beginner
https://youtu.be/MikphENIrOo
YouTube
Object Oriented Programming (OOP) in Python
Learn the fundamentals of OOP with Python
Caleb Curry YouTube Channel:
https://www.youtube.com/user/CalebTheVideoMaker2
π Support The Channel!
http://www.patreon.com/traversymedia
Website & Brad Traversy Udemy Course Links:
https://www.traversymedia.comβ¦
Caleb Curry YouTube Channel:
https://www.youtube.com/user/CalebTheVideoMaker2
π Support The Channel!
http://www.patreon.com/traversymedia
Website & Brad Traversy Udemy Course Links:
https://www.traversymedia.comβ¦
@kdnuggets @datasciencechats
#python #datavisualization
https://www.kdnuggets.com/2021/02/stunning-visualizations-using-python.html
#python #datavisualization
https://www.kdnuggets.com/2021/02/stunning-visualizations-using-python.html
KDnuggets
How to create stunning visualizations using python from scratch - KDnuggets
Data science and data analytics can be beautiful things. Not only because of the insights and enhancements to decision-making they can provide, but because of the rich visualizations about the data that can be created. Following this step-by-step guide usingβ¦
Who is up for a quick code challenge?
Programming Language: Python
Extract the top 10-20 search results for a google image search query and save all the images into an images folder.
Solution should be OS agnostic. Give it a go and post the solution code to @LordAdminBot Free to use any libraries.
Audience: Beginners
Condition: Only google image search. No other search engine results accepted. Search results and images downloaded to be compared.
Hint: Can use selenium or beautifulsoup or any other libraries available.
Winners will be announced on the main channel. Top few participants if beginners can also get a Free mentoring session for 15 minutes and guidance as appropriate.
#codechallenge #python
@kdnuggets @datasciencechats
Programming Language: Python
Extract the top 10-20 search results for a google image search query and save all the images into an images folder.
Solution should be OS agnostic. Give it a go and post the solution code to @LordAdminBot Free to use any libraries.
Audience: Beginners
Condition: Only google image search. No other search engine results accepted. Search results and images downloaded to be compared.
Hint: Can use selenium or beautifulsoup or any other libraries available.
Winners will be announced on the main channel. Top few participants if beginners can also get a Free mentoring session for 15 minutes and guidance as appropriate.
#codechallenge #python
@kdnuggets @datasciencechats
Who is up for a quick code challenge?
Problem: Image Classification
There are about 5000+ image dataset that has some numeric digits (0,1,2,3,4,blank). Objective is to build an algorithm that will give the output of the correct number provided an image.
Dataset:
Training Image data and Labelled Data are shared at the below location.
https://bit.ly/3yLnBKu
Programming Language: Python
Audience: Beginners, Intermediate
Solution should be OS agnostic. Give it a go and post the solution code to @LordAdminBot or @fazalbasha Free to use any libraries.
Challenge Duration: Last Date May 31st Monday 9 PM IST
Hint: Can use opencv or ocr or CNN any other libraries available.
A similar example
https://www.pyimagesearch.com/2017/02/13/recognizing-digits-with-opencv-and-python/
Winners will be announced on the main channel. Top participants can also get to promote either of profile or GitHub or YouTube channel on main channel
#codechallenge #python
@kdnuggets @datasciencechats
Problem: Image Classification
There are about 5000+ image dataset that has some numeric digits (0,1,2,3,4,blank). Objective is to build an algorithm that will give the output of the correct number provided an image.
Dataset:
Training Image data and Labelled Data are shared at the below location.
https://bit.ly/3yLnBKu
Programming Language: Python
Audience: Beginners, Intermediate
Solution should be OS agnostic. Give it a go and post the solution code to @LordAdminBot or @fazalbasha Free to use any libraries.
Challenge Duration: Last Date May 31st Monday 9 PM IST
Hint: Can use opencv or ocr or CNN any other libraries available.
A similar example
https://www.pyimagesearch.com/2017/02/13/recognizing-digits-with-opencv-and-python/
Winners will be announced on the main channel. Top participants can also get to promote either of profile or GitHub or YouTube channel on main channel
#codechallenge #python
@kdnuggets @datasciencechats
PyImageSearch
Recognizing digits with OpenCV and Python - PyImageSearch
Learn how to recognize digits in images using OpenCV, Python, and computer vision + image processing techniques.
#python #beginner
@kdnuggets @datasciencechats
https://www.analyticsvidhya.com/blog/2021/06/style-your-pandas-dataframe-and-make-it-stunning/
@kdnuggets @datasciencechats
https://www.analyticsvidhya.com/blog/2021/06/style-your-pandas-dataframe-and-make-it-stunning/
Analytics Vidhya
Style your Pandas DataFrame and Make it Stunning
Style Pandas DataFrames: highlight min/max, null values, create heatmaps, bar charts, control precision, export to Excel with custom styles .
#python
@kdnuggets @datasciencechats
https://towardsdatascience.com/read-excel-files-with-python-1000x-faster-407d07ad0ed8
@kdnuggets @datasciencechats
https://towardsdatascience.com/read-excel-files-with-python-1000x-faster-407d07ad0ed8
Medium
Do You Read Excel Files with Python? There is a 1000x Faster Way.
In this article, Iβll show you five ways to load data in Python. Achieving a speedup of 3 orders of magnitude.
#libraries #python
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2020/06/easy-speech-text-python.html
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2020/06/easy-speech-text-python.html
KDnuggets
Easy Speech-to-Text with Python
In this blog, I am demonstrating how to convert speech to text using Python. This can be done with the help of the βSpeech Recognitionβ API and βPyAudioβ library.
#beginner #EDA #python
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2021/04/e-commerce-data-analysis-sales-strategy-python.html
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2021/04/e-commerce-data-analysis-sales-strategy-python.html
KDnuggets
E-commerce Data Analysis for Sales Strategy Using Python
Check out this informative and concise case study applying data analysis using Python to a well-defined e-commerce scenario.
Best-of Machine Learning with Python - A ranked list of awesome machine learning Python libraries.
https://github.com/ml-tooling/best-of-ml-python
#python #projects #machinelearning
@kdnuggets @datasciencechats
https://github.com/ml-tooling/best-of-ml-python
#python #projects #machinelearning
@kdnuggets @datasciencechats
PyScript - A framework that allows us to run python in the browser using HTML's interface.
#python
@kdnuggets @datasciencechats
https://pyscript.net/
https://github.com/pyscript/pyscript
https://pyscript.net/examples/
#python
@kdnuggets @datasciencechats
https://pyscript.net/
https://github.com/pyscript/pyscript
https://pyscript.net/examples/
https://www.twilio.com/blog/2018/06/data-science-linear-algebra-python-scipy-numpy.html
#linearalgebra #python
@kdnuggets @datasciencechats
#linearalgebra #python
@kdnuggets @datasciencechats
Twilio
Data Science and Linear Algebra Fundamentals with Python, SciPy, & NumPy
Learn to perform data science and linear algebra fundamentals using Python, Scipy, & NumPy.
Python in Excel β making it possible to integrate Python and Excel analytics within the same Excel grid for uninterrupted workflow.
@kdnuggets @datasciencechats
#python #excel
Blog:
https://techcommunity.microsoft.com/t5/microsoft-365-blog/introducing-python-in-excel-the-best-of-both-worlds-for-data/ba-p/3905482
Video:
https://www.youtube.com/watch?v=H4XbvL8Mglc
@kdnuggets @datasciencechats
#python #excel
Blog:
https://techcommunity.microsoft.com/t5/microsoft-365-blog/introducing-python-in-excel-the-best-of-both-worlds-for-data/ba-p/3905482
Video:
https://www.youtube.com/watch?v=H4XbvL8Mglc
TECHCOMMUNITY.MICROSOFT.COM
Introducing Python in Excel: The Best of Both Worlds for Data Analysis and Visualization | Microsoft Community Hub
Today, we are excited to introduce the Public Preview of Python in Excel β making it possible to integrate Python...
If you are a fresher important to realise how important data structures and algorithms are in your preparation to get into software journey. Here is a well documented roadmap that you could use with any programming language. If you are looking to expand into datascience then via python π
#beginner #datastructure #python #fresher
Feel free to discuss on practising this in our exclusive python chats channel
https://t.me/joinchat/BNEH6lWLXAYvblVPWbb_ag
@kdnuggets @datasciencechats
#beginner #datastructure #python #fresher
Feel free to discuss on practising this in our exclusive python chats channel
https://t.me/joinchat/BNEH6lWLXAYvblVPWbb_ag
@kdnuggets @datasciencechats
β€1
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AI Python for beginners Free course for limited period by Andrew Ng
#ai #python
Join @coursenuggets for more
@kdnuggets @datasciencechats
https://www.deeplearning.ai/short-courses/ai-python-for-beginners/
#ai #python
Join @coursenuggets for more
@kdnuggets @datasciencechats
https://www.deeplearning.ai/short-courses/ai-python-for-beginners/