BC LIFE
Saved by @CodyyyGardner

This is how I got three job offers as a 16-year-old high school student.

( and why I rejected them )
🧵👇

 June 2020.

I receive a DM from a college student in California. The message read something like this "Hey Pratham, I am one of the co-founders of XYZ Inc, a robotics company, we are looking to add enthusiastic people to our team, would you be interested?"

(2 / 11)
It was the first time I had ever been offered a job, so I said Yes! (I did reject it later)

There were a couple of interview rounds I had to go through. None of them included technical questions, which was interesting.

(3 / 11)
After the first interview, I saw the list of the roles I could apply for. I realized how little I knew, terms like "Ui/UX, ROS(Robot operating system)", at that time, I was overwhelmed.

(4 / 11)
I knew that this wasn't a job for me. I decided that I would reject this job role even if I cleared the second round, which I ended up doing.

(5 / 11)
August 2020

I had quite a bit of free time with me, and I had learned a decent amount of HTML, CSS, and JS.

What should I do next? Of course! Search for a job 😅
(Spoiler Alert: Bad decision)

I made a tweet asking if anyone wanted to hire me as a front end developer.
(6 / 11)
That tweet exploded, and within an hour, I got a job offer.
I ended up having a zoom call with the CEO of the company.

(7 / 11)
Things did not look right. They wanted me to create a full-stack production-ready application without any team or a senior developer's help. I ended up rejecting this offer.

(8 / 11)
Late 2020

I get a DM from this person working on a startup based on a blockchain recommendation system, and the company was profitable. ( According to him)
They were even willing to pay me a very good salary.

(9 / 11)
However, I honestly did not believe in the company's idealogy, which is why I rejected this offer too.

My parents told me that at this age, learning and exploring new things was really what I should be doing, not look for jobs.

(10 / 11)

More from Pratham Prasoon

Pratham Prasoon
Pratham Prasoon
@PrasoonPratham
Can you get a job in data science and machine learning without a college degree?

🧵👇

Short Answer: Yes.

Long Answer, keep reading 👇

(Advice from industry experts who I talked to.)

Companies are looking for people who add value.
In order to add value, you'll need skills. Simple as that.

Get the skills to provide value and you'll get the job.

In the age of the internet where everything is pretty much free, why do college degrees matter?

A college degree makes it easier to get the skills to get a job in machine learning or data science.

College degrees also help you make many useful connections and provides many opportunities in the form of internships and whatnot.

College degrees have their own place
MACHINE LEARNING
Pratham Prasoon \U0001f680
Pratham Prasoon 🚀...
@PrasoonPratham
Here's how I got started with my first machine learning project and you can too.
Let's take a look.

(This thread will take from zero to being a hero in machine learning, trust me)

(1 / 22)
🧵👇


Getting started with your first machine learning project might actually much easier than it seems, if I can do it, certainly anyone can.

I did not use:
- Any Math
- An expensive computer
- Complex programming concepts

(2 / 22)

Here's what I did use:

- A free GPU on Google Colab
- Python
- TensorFlow
- Numpy
- Pandas
- Kaggle
- Scikit-Learn
- Google
- StackOverFlow

(3 / 22)

This project was actually a Kaggle challenge based on the MNIST dataset which is a collection images of 70,000 hand written digits.

You can find the dataset here👇
🔗//kaggle.com/c/digit-recognizer

(4 / 22)


Before we go over the code of this project, it is highly reccomended that you complete this free course on YouTube👇

Machine Learning foundations course
🔗//youtu.be/_Z9TRANg4c0

Code👇
🔗//colab.research.google.com/github/PrasoonPratham/Kaggle/blob/main/MNIST.ipynb

(5 / 22)
MACHINE LEARNING
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Pratham Prasoon
Pratham Prasoon
@PrasoonPratham
Are you planning to learn Python for machine learning this year?

Here's everything you need to get started.
🧵👇

In this thread, we'll look at all the concepts in Python you need to know for machine learning along with free resources to help you out.

All of this is based on my experience of successfully teaching 300+ students how to code using Python.

(2 / 19

You can use many languages for machine learning, why Python?

Because of 2 reasons:
- Comparatively easier to learn than other languages
- Has the biggest and most mature community

This makes Python a no-brainer to learn for machine learning as a beginner.

(3 / 19)

These are the absolute basics which you must know about:

- Basic terminal commands
- Basic arithmetic (+,-,/,*)
- Accepting user input
- For & While loops
- Exception handling
- If-Else statements
- Functions, modules & Imports

(4 / 19)

Then comes the more tougher concepts which you must know about:

- Object oriented programming in Python:Classes, Objects, Methods
- PIP (Pypi)
- List slicing
- String formatting
- Dictionaries & Tuples
- Managing environments
- Dunder methods like __init__

(5 / 19)
MACHINE LEARNING , ALL , PYTHON STUDY
Pratham Prasoon
Pratham Prasoon
@PrasoonPratham
Do you want to learn the maths for machine learning but don't know where to start?

This thread is for you.
🧵👇

The guide that you will see below is based on resources that I came across, and some of my experiences over the past 2 years or so.

I use these resources and they will (hopefully) help you in understanding the theoretical aspects of machine learning very well.

Before diving into maths, I suggest first having solid programming skills in Python.

Read this thread for more


These are topics of math you'll have to focus on for machine learning👇

- Trigonometry & Algebra

These are the main pre-requisites for other topics on this list.

(There are other pre-requites but these are the most common)

- Linear Algebra

To manipulate and represent data.

- Calculus

To train and optimize your machine learning model, this is very important.
MACHINE LEARNING
Pratham Prasoon
Pratham Prasoon
@PrasoonPratham
Machine Learning for the Web developer in 2021.

The beginner's guide.​

🧵👇

I started machine learning as a web developer, if I can do it then anyone can.

This carefully curated thread will give you key insights into my journey and how you can make this transition, seamlessly.

(2 / 14)

"Machine learning is not what you think it is"

One of the main reasons why people find it difficult to get started with machine learning is because of the lack of information, and rightfully so.

(3 / 14)

Machine learning as a concept has existed since the 1950s, but has only become popular in recent years because of the exponential rise of advancements in computer hardware.

(4 / 14)

In short, it because of the sudden rise of this technology ,which was previously unknown to the general public, that there is a lot of misinformation around it.

(5 / 14)
MACHINE LEARNING

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Zac Nielson
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I used to work 14+ hour days and have a 'no days off' mentality. This year I cut that shit off and focused on building a career and life of quality. The results are higher income, more time to enjoy life, schedule on my terms + stronger relationships. Fuck your "hustle."

The reality is 99% of people's "hustle" is just them hustling themselves. Hustling yourself out of life and into a worker cog. The exact opposite of what you want to become when you're an entrepreneur. You're becoming the same system you sought to destroy.

To build a successful business it takes way more than just plain old hard work. I am a huge believer in American grit, not American hustle. You need hard work, but if that is all you can bring to the table, you have no place running a business.

People work hard because they believe in what they're doing or they feel they have to make it happen. I get that. We have families and people counting on us. But you are failing them all when you live in your office.

We are privileged in even being able to run a business. If you are lucky enough to do that, you owe it to yourself, your loved ones, and the people counting on you to do it the right way. Be healthy. Sleep. Live your life. Be more than your career. 🖤
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Filippo Valsorda
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@FiloSottile
“We don’t negotiate salaries” is a negotiation tactic.

Always. No, your company is not an exception.

A tactic I don’t appreciate at all because of how unfairly it penalizes low-leverage, junior employees, and those loyal enough not to question it, but that’s negotiation for you after all. Weaponized information asymmetry.

Listen to Aditya


And by the way, you should never be worried that an offer would be withdrawn if you politely negotiate.

I have seen this happen *extremely* rarely, mostly to women, and anyway is a giant red flag. It suggests you probably didn’t want to work there.

You wish there was no negotiating so it would all be more fair? I feel you, but it’s not happening.

Instead, negotiate hard, use your privilege, and then go and share numbers with your underrepresented and underpaid colleagues. […]
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The Law of The Stretch

I had become dissatisfied with my career at that point. Having started my career in Ibadan and having lived there all my life, I felt there was more. I remember how I felt there was a void within. Outwardly, things looked okay but inwardly, I was a mess.

I knew that if I wasn’t careful, I would just settle into a comfortable zone and that may just be the end of my career. Everyone loved Ibadan- the cost of living was low and I had almost everything, at least compared to those within my immediate space.

One of the greatest mistakes you can make is to benchmark your life by those within your immediate space or circle of influence. You will think you’re making progress until you get out and see others who will challenge you. And that was what I decided to do.

I saw a vacancy for a role in Lagos and I applied. Up till then, I had never worked in Lagos- save for a few trainings, attachments and banking school.

When I got the role, it was a major stretch for me. I didn’t have a place to stay so I had to ‘squat’ with a friend for 6 months until I could pull resources together to get a studio apartment.
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Harvey \U0001f1fa\U0001f1f8
Harvey 🇺🇸...
@realharveymark
Okay hope everyone having a lovely weekend. Lots of love today. Feeling very blessed 🥰 Going through NNOX tweets from last week. Time to compile threads and bring you highlights. No need to go digging old tweets if I do for you 🤗 FDA, Secondary, and 3P510k. Let’s review..

The NNOX news flow been exceptionally good. I tweet about Fear Uncertainty Doubt and how short sellers leverage friction in news flow to mine some of your gains. NNOX published Form F-1/A to remove friction. Investors have answers.

Form F-1/A Link:

Form F-1 is over 200 detailed pages. Very concentrated. Everything you need for rest of this month in the document. A few notes for you. NNOX FDA approval uses a third party review organization in 510k process. This is abbreviated to 3P510k.

I covered the 3P510K in thread here: https://t.co/w7zE882CVk

Reference to Eagle eyes: https://t.co/gT779MFX82

We discover in F-1 that 3P510K recommended clearance of Nanox Source. This triggers a 30 day timeline to approval by FDA. However ...


Look at you favorite broker news for NNOX. I look at 3 different broker none of them comment NNOX from 60 to 80 on news that 3P510k recommended FDA approve NNOX device. NNOX get a letter and slide 10% we get headline. But no headline for big pop 🤷‍♂️ that’s the friction.
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Luke Button
Luke Button
@iamlukebutton
This month I’m turning 22.

To celebrate, here are the 22 best threads I’ve found on Twitter this year.

Mostly about:

•Life/purpose
•Startups
•Entrepreneurs
•Writing
•Clarity of thought

If I see more interesting threads, I will add to this list.

Enjoy!

1. @ryanstephens: Need tips on growing a newsletter, mastering Twitter, writing online?

@ryanstephens breaks down a podcast discussion between @davidperell and @nathanbarry

Here’s what you can


2. @jackbutcher: How to separate your time from your income

•Explore the market
•Build equity
•Build products and services
•Scale your reputation
•Break the matrix

A fantastic thread complete with helpful


3. @AlexAndBooks_: I love to read.

Here is a great thread on 10 fantastic books.

Includes a short summary of each.

Don’t just take it from me, this is straight from the legend: @AlexAndBooks_


4. @m_franceschetti My biggest revelation in 2020 was the importance of sleep.

Here, @m_franceschetti founder of @eightsleep gives us his eight sleep hacks to improve sleep for 2021.

Do these and your productivity will
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Alias #versus Stage Name: What’s the difference?

Alias means “another name; an assumed name,” while stage name means “the pseudonym of an entertainer.”

https://t.co/Kf7uVKekMd #Etymology #words

Another common #question:

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As nouns alias means “another name; an assumed name,” while pseudonym means “a fictitious name (more literally, a false name), as those used by writers and movie

Here is a very basic #comparison: "Name versus Stage Name"

As #nouns, the difference is that name means “any nounal word or phrase which indicates a particular person, place, class, or thing,” but stage name means “the pseudonym of an
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THREAD: Meditations on marriage metaphors in Ruth

The book of Ruth is, of course, a story about a beautiful marriage. But even before the courtship and the wedding and the important genealogy at the end, we find interesting language that is strikingly reminiscent of Genesis 2:24


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'Therefore a man shall leave [יַֽעֲזָב] his father and his mother and hold fast [וְדָבַ֣ק] to his wife, and they shall become one flesh.'

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Likewise, the verb דבק is rather striking. Lot is mortified of disaster overtaking him [תִּדְבָּקַ֥נִי] as he flees from Sodom. Israel is commanded in Deut 10:20 to cling fast [תִדְבָּ֔ק] to the LORD and serve him and swear by his name.

Together they illustrate how radical God designed marriage to be. Marriage is a real severing of family relations in order to form a new, permanent bond with another human being.

Something very similar to this takes places in Ruth's life.
HISTORY
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Billy Bostickson \U0001f3f4\U0001f441&\U0001f441 \U0001f193
Billy Bostickson 🏴👁&👁 ...
@BillyBostickson
1/x Fort Detrick History
Mr. Patrick, one of the chief scientists at the Army Biological Warfare Laboratories at Fort Detrick in Frederick, Md., held five classified US patents for the process of weaponizing anthrax.

2/x
Under Mr. Patrick’s direction, scientists at Fort Detrick developed a tularemia agent that, if disseminated by airplane, could cause casualties & sickness over 1000s mi². In a 10,000 mi² range, it had 90% casualty rate & 50% fatality rate


3/x His team explored Q fever, plague, & Venezuelan equine encephalitis, testing more than 20 anthrax strains to discern most lethal variety. Fort Detrick scientists used aerosol spray systems inside fountain pens, walking sticks, light bulbs, & even in 1953 Mercury exhaust pipes


4/x After retiring in 1986, Mr. Patrick remained one of the world’s foremost specialists on biological warfare & was a consultant to the CIA, FBI, & US military. He debriefed Soviet defector Ken Alibek, the deputy chief of the Soviet biowarfare program
https://t.co/sHqSaTSqtB


5/x Back in Time
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Lessor known facts of Sudarshan Chakra or Neela Chakra of Puri Jagannath Temple.

The metal wheel at the top of Bhagwan Jagannath temple is also known as Neela Chakra (Blue Wheel). The wheel is made of eight metals comprising of.. 1/n


iron, copper, zinc, mercury, lead, brass, silver & gold. It's circumferance is about 36 feet & it is so designed that there is a wheel within the wheel. The circumferance of the inner wheel is about 26 feet. Eight hubs join together the inner and the outer wheels. 2/n


There are decorative designs on the outer wheel. The thickness of the Neela Chakra is 2 inches.The wheel is said to be Bhagwan Vishnu's most powerful weapon, Sudarshana Chakra. Inside Jagannath temple, Lord Vishnu's wheel is also worshipped in the name of 'Sudarshana'. 3/n


But inside the temple Sudarshana is not in the shape of a wheel, but in the shape of a small wood pillar placed to the left of image of bhagwan Jagannath. It is believed that the same Sudarshana is also at the top of the temple and is known by the name of Neela Chakra. 4/n


There is a specific category of people among the temple sevaks to serve the Neela Chakra and they are known as Garuda Sevaka or Chunara Nejoga. The pilgrims hold these sevaks in high esteem because everyday at Sunset. 5/n
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Anu Satheesh \U0001f1ee\U0001f1f3
Anu Satheesh 🇮🇳...
@AnuSatheesh5
Thiruvizha Mahadeva Kshetram
#Alappuzha 
#Keralatemples 🚩

Thiruvizha Mahadeva Kshetram is located in Cherthala and it is believed that Prathishta of temple was done by Vilwamangalam Swamy. Paramashiva is Swayambhu here and is worshipped as Kalakandha which means who swallowed


Halahala visham to save the world during Samudra mathanam. 

It is a famous temple where people seek the blessings, for curing the Kaivisham. The poison given by someone to destroy a person is made to vomit here. This is removed by making them vomit the poison by a special


medicine.
The medicine for vomiting is made from a plant near temple by Palodathu family. The milk offered to Bhagwan is mixed with the extracts of the plant.

Story says that once this place was a dense forest, and a woman was looking for the presence of a tortoise in the pond


and the tip of her stick hit the bottom and it started bleeding in the pond. 
Frightened, the lady informed every one and after searching in pond people found Swayambhu Lingam inside the pond. Thus Prathishta was done here.

Om Namah Shivaye
Shambo Mahadeva
🙏🕉🙏
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