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 👇🧵

No 1

Learn Python - a 8 hours video course

- Includes 17 lessons
- 34 prepared Notebooks
- a FREE eBook

No 2 👇🧵

https://t.co/u7AH9Crpqw
No 2

Calculate the Relative Strength Index (RSI) with pandas
- Learn what RSI is
- Read stock prices with PDR
- How to calculate RSI using pandas

No 3 👇🧵

https://t.co/5iPlDiHchG
No 3

Calculate the MACD with pandas
- Get stock prices
- How to calculate MACD
- Make a plot with MACD lines

No 4 👇🧵

https://t.co/P5b3cR0g4j
No 4

FREE eBook
- Backtesting a investment strategy
- Use Python and pandas
- 82 pages with source code

No 5 👇🧵

https://t.co/hziMe7UtAL
No 5

Calculate the Average True Range (ATR)
- What is ATR?
- How to calculate with Python
- Create a chart

No 6 👇🧵

https://t.co/a3B1UKuMKG
No 6

Financial Analysis Course
- A FREE 2 hours video course
- Prepared Notebooks
- Use pandas for financial analysis

No 7 👇🧵

https://t.co/lOe7vTH6pJ
No 7

Calculate the Volatility of Historic Stock Prices
- Read historic prices with Pandas Datareader
- Calculate the volatility
- Visualize the volatility of the stock

No 8 👇🧵

https://t.co/mQht3SXdqd
No 8

Simple and Exponential Moving Average
- What is SMA and EMA
- Use pandas rolling
- How to use pandas to calculate it

No 9 👇🧵

https://t.co/sYLqOa5YTz
No 9

Machine Learning with Python
- A 10 hours video course
- 15 lessons with projects
- Covering all ML needed

No 10 👇🧵

https://t.co/hS4cyZvpq4
No 10

Find all Possible Webcam Resolutions with OpenCV
- This is the odd kid in the list
- Use OpenCV to find webcam res
- A smart trick

See 👇🧵

https://t.co/IhnW5tLJsC
Thank you for reading my list.

If you want more awesome content
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Also check out my first lesson of my next FREE course.

Expert Data Science Blueprint
https://t.co/Dn0i6zA5Eo

More from Learn Python With Rune

Top 10 Data Science Projects with Python

✔️ 10 Datasets
✔️ 10 Projects with solution

👇🧵

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
✔️ Collaborative-filtering engine
✔️ Similar to YouTube
Want to learn Django?

Check out these 8 free resources.

see 👇🧵

Get started with Django

Covers
- Installing and creating first project
- Working with templates
- Authentication frameworks
...and much more

More resources

Django Admin Cookbook

How to do things with Django admin
- Create two admin sites
- Bulk and custom actions
- Working with permissions
...and much more

https://t.co/NM0Nby5NwB

More 👇🧵


Django ORM cookbook

How to do things using Django ORM
- How to do OR/AND queries in ORM
- CRUD with ORM
- Database modelling
...and much more

https://t.co/tYjdbiYpWU

More 👇🧵


Building APIs with Django and Django Rest Framework

Learn about
- Simple API with pure Django
- Serializing and Deserializing data
- Access control
...and much more

https://t.co/gQTDxiG3wX

More 👇🧵

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So the cryptocurrency industry has basically two products, one which is relatively benign and doesn't have product market fit, and one which is malignant and does. The industry has a weird superposition of understanding this fact and (strategically?) not understanding it.


The benign product is sovereign programmable money, which is historically a niche interest of folks with a relatively clustered set of beliefs about the state, the literary merit of Snow Crash, and the utility of gold to the modern economy.

This product has narrow appeal and, accordingly, is worth about as much as everything else on a 486 sitting in someone's basement is worth.

The other product is investment scams, which have approximately the best product market fit of anything produced by humans. In no age, in no country, in no city, at no level of sophistication do people consistently say "Actually I would prefer not to get money for nothing."

This product needs the exchanges like they need oxygen, because the value of it is directly tied to having payment rails to move real currency into the ecosystem and some jurisdictional and regulatory legerdemain to stay one step ahead of the banhammer.