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Mayank Joshi
@dermayank 5 years, 1 month ago 1132 views

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Free Resources To Learn Python For Machine Learning

A Thread 🧵

1. Google’s Python Class

This is a free class provided by the developers at Google. It includes written materials, lecture videos, and lots of code exercises to practice Python coding.

https://t.co/fzyTym5m6p

2. Introduction to Data Science using Python

This course, will help understand the basics of data science and analytics as well as how to use Python and scikit-learn. The course will show you what data science is and how is it used.

https://t.co/yaR2IRfZCA

3. Data Science, #MachineLearning , Data Analysis, Python & R

This course has been designed by data scientists to help you learn complex theory, algorithms, and Python libraries.

https://t.co/dbESJ93JHP

4. MatPlotLib with Python

This course has been designed for those who want to learn ways to visually display data. With over 58 lectures and 6 hours of content, this course covers almost every major chart that Matplotlib is capable of providing.

https://t.co/wjFoZvQEdE

5. Data Science with Analogies, Algorithms and Solved Problems

This course will help you learn complex theory, algorithms and coding libraries in a simple way. With every tutorial, you will gain new skills and enhance your understanding of this field.

https://t.co/piKn0ylPoC

6. Machine Learning In Python

In this e-book, you will learn essential techniques of machine learning in predictive analysis using Python. The topic includes predictive model building, writing ensemble methods using Python, working with data and lot more

https://t.co/kAO00theZ3

7. Machine Learning With Python

This tutorial provides a quick introduction to Python and its libraries like NumPy, SciPy, pandas, Matplotlib, and explains how it can be applied to develop machine learning algorithms that solve real-world problems.

https://t.co/YFLMwgo5ej

8. Modern Machine Learning in Python

Here, you will learn the basics of Python and machine learning and why Python is needed for performing machine learning tasks.

https://t.co/HA3HD4Z6kY

9. Python for Data Science

This free Python course provides a beginner-friendly introduction to Python for Data Science. This will kickstart your learning of Python for data science, as well as programming in general.

https://t.co/hVYVJH57eP

More from Mayank Joshi

$Mayank \u303d\ufe0f$

Mayank 〽️
@dermayank

20 Websites that offer free ready to use HTML & CSS website templates

🧵A Thread🧵

1.

2.

3.

3.

$Mayank \u303d\ufe0f$

Mayank 〽️
@dermayank

20 Cheat Sheets Website For Developers

A Master Thread 🧵

1. OverAPI

OverAPI is a website that aggregates cheat sheets for many popular web programming languages such as Javascript, NodeJS, PHP, Python, CSS.

https://t.co/mfVPjONtsL

2. Awesome-Cheatsheets

It is a collection of popular web programming language Cheatsheets.

https://t.co/P89IIuPQ1I

3. Bootstrap 4 Cheat Sheet

Bootstrap 4 Cheat Sheet is a site that aggregates all the functions and displays the components in Bootstrap version 4.3.1

https://t.co/cRZspacTN7

4. GitSheet

GitSheet is an aggregator of commands that you often use with Git. For each statement, it describes detail

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$Mayank \u303d\ufe0f$

Mayank 〽️
@dermayank

Roadmap to become Full-Stack developer in 2021

🧵A Thread🧵

Table Of Content

💻 How The Internet Works
🔚 Front End
🖥 Operating Systems
📕 Languages
🖲 Version Control
📓 Relational Database
📔 NoSQL Database
📨 API
♻️ Caching
🔒 Security
🧪 CI/CD
📙 Development Concepts
🏯 Software Architecture
🧊 Containers
📬 Servers
⚖️ Scalability

How The Internet Works 💻

1. What happens when you go to https://t.co/EVtpk01n4P?
2. Introduction to Networks
3. Browser Networking
4. IP Addresses
5. HTTP/2
6. What is domain name?
7. What is hosting?

Advanced Front End 🔚

1. HTML
2. CSS
3. JavaScript
4. React

Operating Systems 🖥

1. Using the command line
2. What is an operating system?
3. Memory
4. Unix Programming
5. Bash-Scripting Guide
6. Thread & Concurrency
7. Process Management
8. Interprocess Communication
9. Basic Networking
10. Basic Terminal Commands

$Mayank \u303d\ufe0f$

Mayank 〽️
@dermayank

20 Websites that offer free ready to use HTML & CSS website templates

🧵A Thread🧵

1.

2. Zerotheme

3.

4. Admin UI

$Mayank \u303d\ufe0f$

Mayank 〽️
@dermayank

Are you a web developer?

Here are few Productive Tools that will save you 10+ hours per week

🧵A Thread 🧵

1. Metatags

This tool can help you to test and view your website's preview when viewed on Google, Facebook, or

2. ExtractCSS

This tool can help you to extract element Id, class, and inline styles from HTML documents and output them as CSS

3. WhatRuns

This tool can help you to peek at other site's themes, plugins, and server info used. WhatRuns can be installed on @firefox and

4. Unminify

Free tool to unminify javascript, CSS, HTML, XML, and JSON code making it readable and

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Khatvaanga
@khatvaanga

Sri Gurubhyo Namah.
Some tweets on Adi Shankaracharya and in particular the Guru Parampara of @sringerimath. [I had done this series earlier 5 years ago on account of Shishya Sweekaram].

Adi Shankara established the Sringeri Peetham as the 1st of 4 amnaaya peetams.

The four being
1. Sarada Peetam at Sringeri.
2. Govardhana Peetam at Puri
3. Kalika at Dwaraka
4. Jyothir at Badarikashramam.

He installed his 4 most prominent shishyas as heads of the peetams.

Sureshwaracharya was assigned to Sringeri as its head.

Sringeri is a corruption of Rshyashrunga giri.

Rshyashrunga maharshi [and his father Sri Vibandhaka Maharshi] did their tapas at this place.

It is at Sringeri that Shankara spent 12 of His precious 32 years!!

That gives you and idea how much He loved this place.

Rshyashruga maharshi had a horn on his forehead, a result of being born to a deer. His mere presence was enough to shower rains!!

Rshyashrunga was one who led Putrakamesthi Yaagam of Dasaratha Maharaj and which resulted in Sri Rama's birth!!

JayneshKasliwal
@JayneshKasliwal

ULTIMATE GUIDE TO 21 and 200 Moving Average
SUNDAY THREAD 🔖
A trend Following System That will Help You Improve Trading immensely.

RETWEET AND SHARE 🔄
@kuttrapali26 @AmitabhJha3
#stocks #StockMarket
1/n

Moving averages
EMA and SMA
1. Exponential Moving Average (EMA) is similar to Simple Moving Average (SMA), measuring trend direction over a period of time.
2. However, whereas SMA simply calculates an average of price data, EMA applies more weight to data that is more current
2/

21 EMA : SHORT TERM TREND
1. Calculates the Average Price of past 21 days
2. A stock above 21 ema is in strong momentum , which will give pullbacks to 21 ema again and again.
3. Stock above 21 ema should never be shorted so as to stay with the trend
3/n

3. A stock which moves 10-15% above 21 ema will be too extended and hence will generally pullback
Stocks take dynamic support on 21 ema
4. You can Short only if its too extended like 15 to 20% from 21 ema ( Not advised )
#ADANIPOWER:
#pnbhousing
4/n

1. Whenever 21 ema is sloping upwards its called uptrend
2. Whenever 21 ema is sloping downwards its called dowtrend
3. Whenever 21 ema is sideways its called consolidation
⏫Buy in uptrend
⏬Sell in downtrend
Examples:
5/n

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Anu Satheesh
@AnuSatheesh5

Story of Thumba Poo and Shiva

Thumba poo is a tiny white flower which grows in all areas. These flowers are used for treatment for sinus. Small children who have polyps in Nose are told to crush tumbha leaves and apply in nose part.
There is an interesting story of Thumba and

Mahadeva. Thumba flowers were not taken for Shiva Pooja. Saddened to this Thumba prayed sincerely and Mahadeva appeared before her.
She was surprised that Shiva had appeared before her. Instead of saying that she wants to under his feet always, she said
@SriramKannan77

She said that her feet should be on his head. Shiva accepted her prayers. It is because of this Thumba flower is placed in the head of Shiva Linga.
Shambo Mahadeva
Om Namah Sivaye
🙏🕉🙏

Ax
@AchuthArora

@powerbeastt @buzz_chronicles @rattibha @SaveToBookmarks save as Movies

Buzz Chronicles
@buzz_chronicles

@SaveToBookmarks Hello! Pleasure is mine. Original tweet by @buzz_chronicles: "@SaveToBookmarks Salut! Pleasure is mine. Original tweet by @AchuthArora: "@FitF...". Thanks! ✌

Hola! Of course! Original tweet by @SaveToBookmarks: "@buzz_chronicles @AchuthArora @FitFounder @rattibha Cool!

I saved this tweet fo...". Enjoy 👌

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Fidato
@tequieremos

A thread on the life and achievements of Muhiyudin Sayyid Abdul Qadir Jillani RadiAllah who served Islam infinitely as the Reviver (Mujadid) of the 11th Century!

Muhiyudin Sayyid Abdul Qadir Jilani (RA) was one of the greatest Islamic Saint, Scholar, and Jurist. The honorific Muhiyudin denotes his status with many Sufis as a "reviver of religion". Jilani refers to his place of birth. He also carried the epithet Baghdadi.

[1]

Sheikh Abdul Qadir Jilani was born on the eve of the 2nd of Ramadan 470 AH. His birth was a great blessing for the Ummah. It was the arrival of the Sultan al-Awliya (King of the Awliya) of that era, which had been foretold for centuries before his birth.

[2]

When Hazrat Abdul Qadir Jillani was asked by someone what brought him to his high spiritual level, he said, The truthfulness which I promised to my mother. He related the following story:
"One day, on the eve of Eid al-Adhā, I went to my mother, who was then a widow and..

[3]

..and requested her, 'Send me to the path of Truth, give me permission to go to Baghdad to acquire knowledge, to be with the wise and those who are close to Allah. She cried, but she brought out 80 pieces of gold, which was all that my father had left as inheritance.

[4]

Jaya_Upadhyaya
@Jayalko1

SRI LALITHAMBIGAI, THIRUMEYACHUR (TN)
#bharatmandir #navratri2021

Kshetram where Shiva is worshipped as Meghanatha and his consort is Lalithambigai seen in Abhay mudra.
Once, a demon Pandasura was harassing the Devas who went to Devi Parashakti for protection.
@GunduHuDuGa

Devi rose from a Yaga Gunda, mounted on the Sri Chakra Rath with the name Lalithambika, waged a war against Pandasura and destroyed him. When her fury did not subside, Shiva asked her to go to Earth, assume the name Manonmani, perform penance and shed her fury.

Shiva blessed Devi to be Shanta nayagi. There is a sculpture here depicting Shiva pacifying Devi. If you observe closely, you can see that from your left hand side there will be a smile on Her face and if you see from your right hand side you can see anger in Her face.

Hayagriva taught the greatness of Lalitha Sahasranama to Rishi Agasthya. Pleased with his devotion, Ma Lalithambikai appeared before Agastya. He is believed to have then sung Lalita Navaratnamala in praise of Devi. He has also composed a hymn named Rahasyanamasahasram.

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Aditya Todmal
@AdityaTodmal

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

1. Let's start option selling learning.
Strangle selling. ( I am doing mostly in weekly Bank Nifty)
When to sell? When VIX is below 15
Assume spot is at 27500
Sell 27100 PE & 27900 CE
say premium for both 50-50
If bank nifty will move in narrow range u will get profit from both.
— Mitesh Patel (@Mitesh_Engr) February 10, 2019

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

Few are selling 20-25 Rs positional option selling course.
Nothing big deal in that.
For selling weekly option just identify last week low and high.
Now from that low and high keep 1-1.5% distance from strike.
And sell option on both side.
1/n
— Mitesh Patel (@Mitesh_Engr) November 3, 2019

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

Sold 29200 put and 30500 call
Used 20% capital@44 each
— Mitesh Patel (@Mitesh_Engr) April 12, 2019

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

Already giving more than 2% return in a week. Now I will prefer to sell 32500 call at 74 to make it strangle in equal ratio.

To all. This is free learning for you. How to play option to make consistent return.
Stay tuned and learn it here free of cost. https://t.co/7J7LC86oW0
— Mitesh Patel (@Mitesh_Engr) February 7, 2020

Cookie Cyboid
@CookieCyboid

“Why are Tumblr and Facebook cracking down on sex so much? And why is Facebook in so over zealous about it? It’s all Apples fault!” Etc etc

I can explain all. It is largely the fault of a set of US laws called SESTA and FOSTA.

Nick Kapur
@nick_kapur

A thread of images from a Japanese illustrated history of America from 1861.

Here is George Washington (with bow and arrow) pictured alongside the Goddess of America. 1/

Here is Christopher Columbus (seated at center) reporting his discovery of America to Queen Isabella of Spain.

So far, kinda normal, but wait for it.... 2/

Now it's the American Revolution. Here is George Washington defending his wife "Carol" from a British official named "Asura" (same characters as the Buddhist deity). 3/

And here is Washington's "second-in-command" John Adams battling an enormous snake. 4/

Here is Washington and his wife "Carol" meeting an extremely youthful Benjamin Franklin, who has an impressive squat. 5/