5 programming project ideas for beginners and experts alike—and great for your resume:

1) A simple tool that takes in an input or two and returns interesting data about the input(s). For example, a tool that takes in a YouTube video URL and a word and returns how many times the word was said in the video, using some Natural Language Processing package.

2) An algorithm or data-structure visualizer. For example, a pathfinding-algorithm or sorting-algorithm visualizer, like the ones I've covered at length on YouTube.

3) A bot that listens to external data and performs actions based on that external data. For example, a Twitter account that tweets every time a particular LinkedIn user posts on LinkedIn, or every time the stock market signals a certain buy or sell signal.

4) A data-aggregation website like CoinMarketCap. For example, a website that displays interesting information about the top 20 tech YouTubers.

10 open source indicators & strategies.

Coded by traders & investors from around the world.

You have to try these ⤵⤵⤵

The Risk-Reward Trading Framework

This script showcases Risk & Reward concepts by providing the most popular components of position tracking, backtesting, and useful info about your own risk management.

Coded by carnagecain:

The Breakout Probability Script

Calculate the probability of a new high or low and display it as a level perfectly on your chart.

Coded by Zeiierman:

Chart VWAP!

This indicator displays a ​Volume-Weighted Average Price anchored to the leftmost visible bar of the chart. It dynamically recalculates when the chart's visible bars change as you scroll or zoom.

Coded by us 🤗

Multiple Frequency Volatility Correlation

This indicator provides insight into the correlation between volume and price volatility.

Coded by RicardoSantos:

I started a business that has generated almost $10M in revenue.

And I got the idea from Reddit.

But only a few people know the power of Reddit to fuel entrepreneurship.

Here are 9 under-the-radar subreddits that will help you build a million dollar business:

Thread 🧵👇

r/sweatystartup (65K+ members)

The subreddit started by our own Twitter fam @sweatystartup

It's still an active subreddit, with most people talking about their local businesses.

Lots of great idea swapping and

r/EntrepreneurRideAlong (200K+ members)

The subreddit where I found out about the biz model that would eventually become @MaidThis . I spent a ton of time in here.

Solid community. Originally founded by the godfather @rohangilkes

@MaidThis @rohangilkes r/AdvancedEntrepreneur (22K members)

Good amount of case studies and people sharing their progress reports.

Quality of the posts is high here, even if the quantity isn't as much as other

@MaidThis @rohangilkes r/smallbusiness (800K+ members)

This active subreddit was created to share knowledge on the nuts-and-bolts of starting a small business.

Topics range from how to file an LLC to case studies on successful SMBs.

A worthy subscribe.

This is Robert. He started a business in NYC with zero money. 10 years ago he began waiting in long lines for rich people. But then Robert did something very special...

I just learned about Robert and his business today. I saw this HUGE line of attractive women all along Houston Street in Manhattan. What is going on??
They are all waiting to access the @UllaJohnsonInc sample sale. Their floral and pattern dresses are usually expensive. But-

back to Robert. He was waiting in lines for people to buy Cronuts at first. Cronuts were a craze 10 years ago: part croissant and part doughnut. Robert waited in the line himself and would charge $25 per hour for a minimum of 2 hours

Rich people loved it: Robert would wait in line for 2 hours. Then he would text them when he was near the front of the line. His customers would walk right up to the front of the line. It was a nice little job he made for himself. But how to grow it?

Robert expanded his services. He helped people to buy iPhones, theater tickets, or sneakers. Waiting in lines and charging for the spot is not a new idea. But then Robert did something different...

90+ Linux commands that Linux sysadmins and power Linux users regularly use. (with explanation) ↓🐧

1. ip - used to show or manipulate routing, devices, and tunnels.
2. ls - list the contents of a directory.
3. df - Displays the amount of disk space used.
4. du - display a list of all the files along with their respective sizes.

5. free - use to get a detailed report on the system's memory usage.
6. scp - securely copy files or directories over ssh.
7. find - locates files using user-defined criteria.
8. ncdu - provides a useful and convenient way to view disk usage.

9. pstree - used to show running processes in a tree (data structure).
10. latest - displays a list of the most recently logged-in people.
11. w – display a list of the currently logged-in user sessions.

12. grep - searches a file for a pattern of characters and displays all lines that match.
13. awk - a scripting language used for text processing.
14. sed - stream editor used to perform lots of functions on files, like searching, find and replace, insertion, or deletion.

Some of my machine learning books.

Hands-On Machine Learning from @aureliengeron and Deep Learning with Python from @fchollet.

11 dangerous Linux terminal commands every Linux user must be aware of (don't run).

1. Recursive deletion 🔁🗑️

This is one of the scariest commands. When you run this command, it deletes everything in the root directory forcibly and recursively. As a result, all of your directories and subdirectories will be deleted, and all of your data will be lost.

2. Implode hard drive 🕳️

This command will move all data to a special location in Linux known as the black hole, which is located in your system at /dev/null.

Everything that is moved to this location is destroyed.
As a result, if you accidentally move your data to this folder, it will not be recovered

3. The fork bomb 🍴💣

This is my personal best, a simple bash recursive function that, when executed, creates copies of itself, which in turn creates another set of copies of itself. This takes up CPU time and memory. As a result, it loops until the system freezes.

Algorithmic trading is the domain of secretive hedge funds.

Python has unlocked these secrets for everyone (even Goldman Sachs has an open source tool).

Use the same tools the professionals use.

Here's 5 tools to start automating your trading:

A Guide to Obtaining Time Series Datasets in Python

What you'll learn: Acquire, clean and analyze stock and economic data for free using

Analyzing Stock Events with Pandas

What you'll learn: How to analyze company events impact stock returns as a trading

Goldman Sachs' Open Source Quant Library: GS Quant

What you'll learn: How to accelerate development of quantitative trading strategies and risk management

Automated AI Based Trading System With Python

What you'll learn: How to create a fully automated AI based trading system for

101 skills for a father to teach his son:

1. How to make a fire
2. How to grill meat
3. How to cook on a stove
4. How to create a budget
5. Basic knot tying
6. Basic woodworking
7. Basic firearm safety
8. How to throw a punch
9. How to take a punch
10. Basic boxing strategy
11. How to change a tire
12. Basic gardening

13. How to change oil in a car
14. How to play chess
15. How to play poker
16. Basic first aid
17. How to pitch a tent
18. How to speak in public
19. How to summarize a book
20. How to map a family tree
21. Basic dining etiquette
22. How to iron clothes
23. How to mow the lawn

24. How to read a map
25. How to be a polite guest
26. How to talk to a girl
27. Where to go on a first date
28. What to do on a first date
29. How to speak to a girl's parents
30. How to make small talk
31. How to make deep talk
32. How to pump gas
33. How to freestyle swim

34. How to use a credit card
35. How to dress for an occasion
36. How to write a resume
37. How to write in cursive
38. How to wrap a gift
39. How to write a thank you note
40. How to think critically
41. How to reverse engineer concepts
42. How to make inferences

New to Python? Implement what you learn by creating projects to solidify your concepts🔥

Here are 1️⃣8️⃣ Python projects/problems for beginners with code solutions👀

A THREAD🧵👇

1️⃣

2️⃣ Guess the number (user has to

3️⃣ Guess the number (Computer has to

4️⃣ Rock Paper

If you buy individual stocks, you MUST watch their earnings

Here are 9 FREE investing tools that are massive time savers:📈

1. What companies are reporting this week?

@FINVIZ_com makes it easy to find out

Screener → Earnings Date --> This Week

I like to sort by market cap

2. What numbers is Wall Street expecting?

@SeekingAlpha's earnings section has TONS of great information

Ticker → Earnings → Upcoming Quarter Earnings

3. How do I find the earnings?

Search the company’s name + “investor relations”

Companies like $TSLA provide presentations, webcasts, earnings releases, and more

4. Prefer to listen to earnings calls on the go?

@Quartr_App makes it easy

Their free app allows you to pause, rewind, & speed up the call -- a HUGE time saver

The world's 30 most beautiful bookshops:

1. Livraria Lello in Porto, Portugal

2. Arc N Book in Seoul, South Korea

3. Cărturești Carusel in Bucharest, Romania

4. Atlantis Books in Oia, Greece

5. Cafebrería el Péndulo in Mexico City, Mexico

A Bloomberg Terminal costs $24,000 per year.

It's the portal to all the world's financial data.

Unaffordable for 99% of us.

Reserved for the Wall Street elite to outfox the normal investor.

Until now:

In case you're unfamiliar:

• Over 325,000 people use Bloomberg daily
• Used for market data, trading and research
• Launched in 1981 by billionaire Michael Bloomberg

It's a modern icon of financial markets.

So, how can you compete?

With OpenBB.

The OpenBB Terminal is a Python-based environment for investment research.

There are over 500 functions covering:

• ETFs
• Forex
• Stocks
• Crypto
• Options
• Portfolio
• Economy
• Mutual funds
• Econometrics

Strap on your seat belt.

Let's dive in:

Let's start by analyzing Tesla.

First, type *stocks* at the command prompt to show the menu.

These are all the sub menus you can explore to analyze stocks.

The menu items in grey are not available until you load stock data.

Let's load TSLA now.

Type *load TSLA*.

This will load TSLA price data (for free) and print out a performance summary.

Now we can start to analyze TSLA.

Google Docs is used by 1.8+ billion people worldwide.

The recent updates are perfection.

11 g-docs features so good, you'll kick yourself if you didn't know:

🔸 Pageless

Most people don't print anymore.

Get rid of your page breaks entirely.

So much cleaner-looking.

1. File >
2. Click'Page Setup'
3. Toggle 'Pageless'

🔸 Emoji Reaction

Instead of commenting, you can now react.

1. Select part of your doc to react to
2. Insert >
3. 'Emoji Reaction'

Some good shorthand:
✂️ Cut this
❓ Confusing
💖 Love this

🔸 Dropdown

Add a Notion-like dropdown toggle you can put anywhere.

Extra cool because it accepts font styling.

1. Insert >
2. 'Dropdown'
3. Choose a preset or click 'New dropdown'

🔸 Building Blocks

Pre-made trackers to quickly add project management to your doc.

Powerful functionality in a ready-made template.

1. Insert >
2. Building Blocks >
3. Choose which pre-set you want