2022 has started 🚀

If you want to
🐍 Learn Python
🧑‍💻 Master Data Scientist & ML
💰 Use Python for Financial Analysis

Then follow me ✔️

I will share a lot of great content this year 🔥

See my top 10 pages in 2021 👇🧵

Python CHEAT sheet

👇🧵 Highlights and download

1. Base Types

For calculations
✔️ int + float

For program flow
✔️ bool

For text and data
✔️ str + bytes

👇🧵

2. Data Structures

Most common
✔️ list + dict

Common indirect use
✔️ tuple

👇🧵

3. Variable Assignment

Highlights
✔️ a = b = c = 0 # same value
✔️ a, b = b, c # swap values

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4. Conversions

Trick:
"one two three" -> "one-two-three"
👇
'-'.join("one two three".split())

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9 Python resources that will fast-track your learning

🧵👇

1️⃣ Introduction to Python Programming

✔️ Learn to solve practical problems with Python
✔️ Enhance your skill set
✔️ Boost your hirability through innovative, independent learning.

2️⃣ Introduction to Computer Science and Programming Using Python

✔️ Introduction to computer science
✔️ A tool to solve real-world analytical problems
✔️ Computational thinking and Data

3️⃣ Learn Python the HARD WAY

✔️ The Hard Way Is Easier
✔️ Learn Python through 52 exercises
✔️ Starting from

4️⃣ Python for Everybody Specialization

✔️ Learn to program
✔️ Analyze data with Python
✔️ Gather, clean, analyze, and visualize

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

2. Open, Show & Save images

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

3. Paste, Merge, Blend images

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

4. How to Draw Shapes on Images

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

This is my son, Sam. He’s 5. And today he learned how shitty and harmful #ToxicMasculinity is. My rage meter is spiking right now so excuse me if this is a little raw but there are some things I want to say about BS #gender norms (a thread)

Sam is my middle child & he’s a terror. A “boy’s boy” as so many (not me) would say. He’s rough and tumble, he’s loud, he’s always dirty, loves trucks, plays sports and knee drops me from the couch. But he also loves a lot of “girl” things.

Sam has a collection of purses because he likes to carry things around. And he also loves to have his nails painted bright colors because he thinks they “look beautiful.” And he’s right – they are beautiful…

So he proudly wore his red nail polish to kindergarten this morning because Sam has absolutely no concept of nail polish only being for girls or reason to think anyone would possibly have a problem with beautiful nails.

But his classmates did have a problem. A big one. Sam was ridiculed for being a boy with nail polish. They called him names and told him to take it off. This lasted the entire day.

RANI GAIDINLIU:THE LESSER KNOWN FREEDOM FIGHTER

Rani Gaidinliu joined the freedom struggle at 13 &was sentenced to life imprisonment at 16."We r free people—the White should not rule over us.”Thus calling out to her Zeliangrong tribesmen was the voice of 13yr-old Rani Gaidinliu.

She joined the freedom struggle in the present-day Northeast India. Today, her struggle is lost in history as most of her countrymen wouldn’t even have heard her name. B'coz our history textbooks tell us that only Mahatma Gandhi &Pandit Nehru got India its Independence.

At 16 yrs of age, this valiant girl was sentenced to life imprisonment for leading a movement to drive out the colonial rulers from Manipur and Nagaland. Nevertheless, she was released in 1947 after India’s independence and was given the title ,"Rani of Nagas".

EARLY LIFE AND HERAKA MOVEMENT

Gaidinliu belonged to the Rongmei clan of the Zeliangrong tribe in the Tamenglong district of western Manipur. Born on January 26, 1915, she was fifth among eight children.

Her native village was Nungkao, which is present day Tamenglong distt. Brought up in a specially backward region,she couldn't receive any formal education. However,this didn't stop her from joining the freedom struggle. At the age of 10 she came under the influence of her cousin.

RANI NAIKI DEVI AND THE BATTLE OF KASAHRADA

Mohammad Ghori, the young Ghurid Prince conquered Ghaznavids in Afghanistan in the year 1173 CE. He conducted some successful raids into the Indian territory, which even Mahmud Ghazni & the Persians couldn't do.

First&foremost,Ghori invaded states of Multan &Uch in India.After this he turned to southern states of Gujarat &Rajputana.Everybody knows this about Ghori,but what most pple r unaware of is the defeat he suffered at hands of Chalukyan Queen Naiki Devi in 1178 Battle of Kasahrada.

When he marched southwards, his first target was the prosperous fortified town of Anhilwara Patan.
It was the capital of Chalukyas(also known as Solankis of Gujarat) which was established by Vanraj of Chapotkata Dynasty in 8th century.

American historian Tertius Chandler states that it was the 10th largest city in the world at that time. The history of Chalukyas has been written by many historians, but the valour of the Great Queen Naiki Devi remains unsung.

Born to the Kadamba King Paramardin of Goa,Naiki Devi was well trained in sword fighting, horse riding, strategy & every other subject of Statesmanship. She was married to King Ajaypala of Gujarat who sat on throne in 1171CE. Unfortunately,the King died within 4 yrs of his rule.

Mahabharat - the great war - 18 days of heroism, deceit, blood and intrigue - now as a mega Twitter thread.

I'll add the events from a few days of the war each day.

Caveats: lots of editorialization, creative liberties and interpretations.

There will also be a lot of asides - especially around war strategy and tactics, the characters and their motivations and non-canon storylines.

Over the years, I've read multiple versions, phenomenal translations and modern retellings. So be prepared for a potpourri.

There are different ways of looking at this war. Was it a family feud? Sure - but whose family? Shantanu's or Satyavati's? Was Vyas essentially telling us his family history? And then Kunti added a twist to this tale. Here's a helpful chart:

Satyavati's two sons from Shantanu both died without children. Vyas - her first son - fathered Dhritarashtra and Pandu (and Vidur).

Pandu never fathered any children. Kunti and Madari gave birth to six demi-gods (Karna and the five Pandavs).

So Satyavati Vs Kunti and Madari.

Or was this a fight between two massive neighbouring kingdoms - the Kurus and the Panchals? While many smaller kingdoms joined the battle, most of the Pandav army (more than half of their 7 divisions) came from the Panchals. King Drupad and his son Shikhandi led two divisions.

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