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Sofien Kaabar, CFA
Sofien Kaabar, CFA

30K Followers

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Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python
Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python

This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python.

2024

·
Sofien Kaabar
Sofien Kaabar

Stories

1 day ago

Money in The Trees: Using Random Forests to Predict The Economy

How Random Forests Offer Insights Into the ISM PMI — Much like a dense woodland of decision trees, Random Forests employ an ensemble learning approach that combines the predictive power of numerous models to yield a robust and accurate forecast. This exploration seeks to demystify the algorithmic magic behind these forests, shedding light on how they dissect and interpret complex…

Data Science

4 min read

Money in the Trees: Using Random Forests to Predict the Economy
Money in the Trees: Using Random Forests to Predict the Economy
Data Science

4 min read


2 days ago

Back-testing a Popular Trading Strategy

Back-testing the Moving Average Cross Strategy in TradingView — Moving averages may provide interesting trading strategies. This article back-test the most famous moving average strategy and shows how to code it in TradingView. Moving Averages & Crosses Moving averages are widely used technical analysis tools in financial markets. They are calculated by taking the average price of an asset over a specified period…

Data Science

3 min read

Back-testing a Popular Trading Strategy
Back-testing a Popular Trading Strategy
Data Science

3 min read


3 days ago

Use This New Candlestick Pattern in Your Trading

Coding a Golden Candlestick Pattern Scanner in TradingView — Candlestick patterns are a great addition to market analysis. Some may even consider them vital in research and trading. This article presents the Golden pattern and shows how to code a scanner in TradingView that detects it. The Golden Pattern Candlestick charts are among the most famous ways to analyze the time series…

Trading

4 min read

Use This New Candlestick Pattern in Your Trading
Use This New Candlestick Pattern in Your Trading
Trading

4 min read


4 days ago

Exit Strategies for Trading Positions

Highlighting Key Exit Strategies to Boost Your Trading Positions — In trading, an exit refers to the act of closing a trade or position in the financial markets. It is the opposite of the entry, which is when a trader opens a position. Exiting a trade is an essential part of trading strategies and is crucial for managing risk and…

Data Science

5 min read

Exit Strategies for Trading Positions
Exit Strategies for Trading Positions
Data Science

5 min read


Dec 1

From Raw Data to Rich Predictions: Machine Learning Strategies With COT Reports in Finance

Creating a Forecasting Algorithm on the COT Report — In this article, we delve into the realm of predictive analytics, exploring how the rich insights provided by the COT report can be harnessed to enhance the capabilities of machine learning models. …

Data Science

5 min read

From Raw Data to Rich Predictions: Machine Learning Strategies With COT Reports in Finance
From Raw Data to Rich Predictions: Machine Learning Strategies With COT Reports in Finance
Data Science

5 min read


Nov 30

The Art of Detecting Market Tops and Bottoms

Presenting a New Technical Indicator For Market Reversals — Previously, I have published K’s Reversal Indicator I on TradingView, this article discusses another indicator which follows the same path, that is: detecting decent market tops and bottoms (in a timely manner). The first section discusses the intuition of the indicator and the second section shows how it’s used. The Intuition of the Indicator

Data Science

4 min read

The Art of Detecting Market Tops and Bottoms
The Art of Detecting Market Tops and Bottoms
Data Science

4 min read


Nov 29

Developing a Market Regime Indicator

How to Detect the Current Market Trend Using This Indicator — In the fast-paced world of finance, understanding market dynamics is crucial for investors and traders alike. One powerful tool in the arsenal of market analysts is the RSI. …

Trading

4 min read

Developing a Market Regime Indicator
Developing a Market Regime Indicator
Trading

4 min read


Nov 28

Algorithmic Financial Data Prediction: A Deep Dive into Technical Indicators

Creating an Ensemble Model to Predict RSI Values — This article aims to provide a systematic exploration of the amalgamation of Catboost and technical indicators, shedding light on its potential applications for traders and analysts. We will delve into the technical intricacies of Catboost, elucidating its practical implementation in financial engineering. CatBoost Algorithm and the Relative Strength Index

Data Science

4 min read

Algorithmic Financial Data Prediction: A Deep Dive into Technical Indicators
Algorithmic Financial Data Prediction: A Deep Dive into Technical Indicators
Data Science

4 min read


Nov 27

The Pull-Back Strategy in TradingView

Coding the RSI Simple Pull-back Strategy in TradingView — Deploying strategies on the RSI is always interesting. This article presents a simple pull-back technique that does not require complex coding. The idea is presented in TradingView’s Pine Script language. A Refresher on the RSI First introduced by J. Welles Wilder Jr., the RSI is one of the most popular and versatile technical indicators. Mainly…

Data Science

4 min read

The Pull-Back Strategy in TradingView
The Pull-Back Strategy in TradingView
Data Science

4 min read


Nov 24

A Simple Price Action Trading Strategy to Consider

Presenting a Trading Strategy that Relies on Patterns and Graphical Analysis — Pattern recognition is an exciting field where we extract insights from data that repeats itself and shows on average similar outcomes. The challenge is finding these patterns and validating their potential. …

Data Science

4 min read

A Simple Price Action Trading Strategy to Consider
A Simple Price Action Trading Strategy to Consider
Data Science

4 min read

Sofien Kaabar, CFA

Sofien Kaabar, CFA

30K Followers

Book Author

Top writer in Finance, Investing, Business | Trader & Author

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