Want to take your Python skills to the next level?

If so, check out these high-quality image manipulation tutorials with Python and PIL (pillow) image editing libraries.

A Python thread 🧵 👇

1. Creating a new image

First, you can learn to create a new image using Python.

🧵👇

https://t.co/EfVmh06GEM
2. Open, Show & Save images

Then, you can also open other images, show images and save your images after editing them programmatically.

🧵👇

https://t.co/OtKwZpFmLl
3. Paste, Merge, Blend images

And learn how to merge and blend images and you can create more advanced Python scripts to edit images.

🧵👇

https://t.co/BF9AYwWcVP
4. How to Draw Shapes on Images

Using the ImageDraw module, you can embed many different geometric shapes on images.

🧵👇

https://t.co/iuWCYddJPm
5. How to Crop an Image

You can make use of your new Python skills and paste and draw methods to crop images with advanced techniques.

🧵👇

https://t.co/onNHtpX677
6. How to Add Text to images

The ability to add text to images in bulk provides many new opportunities such as creating consulting, marketing and design materials. You can make millions of new images with text.

🧵👇

https://t.co/QVDb58nXAZ
7. How to Resize an Image

Eventually, you will also need to resize images and you can even create a Python app that resizes images in bulk.

🧵👇

https://t.co/wDszXqnsTT
8. Brightness, Contrast, Saturation

Here is a very comprehensive Python tutorial on image effects such as brightness, contrast, sharpness and saturation.

🧵👇

https://t.co/VdtMjAeqC5
9. Convert images to Grayscale | B&W

Finally, if you want to know more about image types this tutorial is one of the most elaborate Python tutorials on black & white image types and image mode conversions.

🧵👇

https://t.co/Wv8nv1kS5Q
Thank you for reading.

Be sure to check out https://t.co/I0lbXp4OmU

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Top 10 Data Science Projects with Python

✔️ 10 Datasets
✔️ 10 Projects with solution

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1️⃣ Project: Detecting Spam

✔️ Big email dataset
✔️ 35.000+ spam and ham messages
✔️ Learn how to filter

https://t.co/wvNSeFSbmr

Solution 👇🧵

1️⃣ Solution: Detecting Spam

✔️ How to build a spam filter
✔️ Using Scikit-learn
✔️ Naive-Bayes and

2️⃣ Project: Music Recommendation

✔️ Million Song Dataset
✔️ Metadata for a million songs

https://t.co/QgdSdIYnVV

Solution 👇🧵

2️⃣ Solution: Music Recommendation

✔️ Using Tableau
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MASTER THREAD on Short Strangles.

Curated the best tweets from the best traders who are exceptional at managing strangles.

• Positional Strangles
• Intraday Strangles
• Position Sizing
• How to do Adjustments
• Plenty of Examples
• When to avoid
• Exit Criteria

How to sell Strangles in weekly expiry as explained by boss himself. @Mitesh_Engr

• When to sell
• How to do Adjustments
• Exit


Beautiful explanation on positional option selling by @Mitesh_Engr
Sir on how to sell low premium strangles yourself without paying anyone. This is a free mini course in


1st Live example of managing a strangle by Mitesh Sir. @Mitesh_Engr

• Sold Strangles 20% cap used
• Added 20% cap more when in profit
• Booked profitable leg and rolled up
• Kept rolling up profitable leg
• Booked loss in calls
• Sold only


2nd example by @Mitesh_Engr Sir on converting a directional trade into strangles. Option Sellers can use this for consistent profit.

• Identified a reversal and sold puts

• Puts decayed a lot

• When achieved 2% profit through puts then sold

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