no complex math

no derivatives & integrals

elementary school math

plain old english

no signups & newsletters

everything is here
⬇️⬇️

(powered by my drawing “skills”)

This is a series of blog posts covering neural network price predictions 📈, everything from a single neuron to a more complex structure.

We will go from “do you know how to multiply 2 numbers” to building a fully-fledged AI bot that can trade LIVE using real capital.

The main idea is to go through entire process slowly and incrementally, and to build upon previous solutions. 🏗️

Even your grandma could follow along. 👵

This allows you to never be lost and/or overwhelmed. 💪

⚠️Why this course?⚠️

As you might already know, I’m building an algo-trading hedge fund from scratch. And for that I need a couple of things:

  1. people who know what they’re doing (hence this course, which will equip you with a deep understanding of neural networks)
    👇
  2. knowing is not enough, you should use the right technology (which is why I’m using the best programming language for finance)
    👇
  3. technology is not enough, you need the right tools to be able to quickly test and experiment with your ideas (which is why I built an algo-trading framework from scratch and I’m using it every single day)
    👇
  4. finding one idea/algorithm that (temporarily) works is not enough because finance is the most competitive industry in the world, and one person cannot conquer it alone

Therefore, I built this site to attract new talent and join forces with motivated algo developers.

My plan is to:

Now let’s get into the course…

Chapters / Lessons

0) JOIN (FREE) DISCORD

If you have any questions regarding this course, anything unclear or is missing… don’t hesitate to send a message on Discord.

1) SINGLE NEURON EXPLAINED (AI)

Showcasing how a single neuron works, its abilities and limitations. No knowledge on derivatives or integrals required. Just plain multiplications, divisions, additions, and subtractions. +−✖️÷

2) CRUCIAL PART OF THE NEURON (AI)

Without this part, neurons can never learn the data properly. However, people are usually confused why this part is even needed. 🤔

3) LIMITS OF THE SINGLE NEURON (AI)

If a single neuron is so awesome then why do we even need 🧠 neural networks? Because we reach neuron limits fairly quickly (even if it has all the crucial parts).

4) MULTI-NEURON NETWORK EXPLAINED (AI)

Minimum of 3 neurons are required to vastly surpass the power of a single neuron. Training examples that were previously unlearnable are now easily handled by the neural net. 🕸️

5) SINGLE NEURON MARKET PREDICTIONS

Now we’re taking all we’ve learned and applying it to the real market. 📈 Then I’m using algo-trading framework to backtest and verify whether a winning strategy was found or not. 🏆

6) NEURAL-NETWORK MARKET PREDICTIONS

💪 Armed with a much stronger tool (neural network), we’re going to test 🧪 it again with the same data from previous lesson and see if our trading bot improved or not. 📈📉

7) RECOGNIZING CANDLE PATTERNS USING NEURAL NETWORK

Aside from introducing a better model, we also need to provide better data. Specifically, instead of providing just a single historical candle (on which we based our predictions), we’re going to provide multiple candles. 📊

8) PREDICTING TARGET/STOP PRICES WITH NEURAL NETWORK

Instead of just predicting the next candle, let’s try to predict whether the price will reach our price target 📈 or hit our 📉 stop loss instead.

9) SEPARATING TRAINING AND TESTING SETS

So far we made our predictions on the same data we used for training. 🏋️ In reality, we cannot do that because we don’t have the future data. ⏱️

10) AI MODEL OPTIMIZATION AND NEXT STEPS…

Testing different ideas, introducing more datasets, getting the 🦡 Badger framework, joining Discord community, etc.

Finished the course?

Now you have the skills… but to multiply your productivity you need proper tools. 🛠️

(otherwise you’re just wasting time) ⏳

The Badger algo-trading framework is the fastest way to test and iterate your ideas. 💡

I personally use it (and continuously build upon it) every single day. 🏗️