A step-by-step guide to test alpha performance of a quant algorithmic trading model

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Machine Learning to combine multiple alpha factors for quant trading

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Getting Started

A quick guide to build a practical NLP model from simple classifiers to deep neural networks

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A step-by-step guide to perform Alpha Research in python

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Hands-on Tutorials

A guide to analyse policymakers’ conversations by deep neural network

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Introduction

Business Context


Can the state-of-the-art NLP model predict stock traders sentiment better than RNN?

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How much the latest NLP models outperform traditional models — From Lexicon approach to BERT for a sentiment analysis task on financial texts

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Traffic Light Detection for a self-driving car — a step-by-step guide how to apply Tensorflow Object Detection API


Traffic Light Detection for a Self-driving Car — a step-by-step guide on how to apply Tensorflow Object Detection API


Stack Overflow Developer Survey in 2019

Introduction

Yuki Takahashi

A product manager in London. Github — https://github.com/yuki678

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