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How we built our machine learning pipeline to fight fraud at BlaBlaCar — Part 2 PART 2 — Our First Pipeline Get the infrastructure right Get examples...

Every time a member is publishing a visit or booking a ride, we compute a fraud rating using our business rules, a few of those rules are written by experts, others are leveraging machine...

Constructing a Trading Strategy with Machine Learning Models and Yahoo Finance in Python.

import yfinance as yfimport pandas as pdfrom sklearn.model_selection import train_test_splitfrom sklearn.ensemble import RandomForestClassifierfrom sklearn.metrics import accuracy_scorefrom sklearn.pipeline import Pipelinefrom sklearn.impute import SimpleImputerimport matplotlib.pyplot as plt# Step 1: Data Collectionticker = "AAPL" start_date =...

Unlocking ML Potential: Deploying Flask Rest API for Machine Learning Models on Microsoft Azure Create a machine Learning Model Create a Flask Rest API Service Deploying Machine...

When you are a knowledge scientist or machine learning engineer, chances are high that you've got built plenty of machine learning models in your profession. These models can provide beneficial insights and predictions, but...

Cam Linke, CEO at Alberta Machine Intelligence Institute (Amii) – Interview Series

Cam Linke is the CEO of the Alberta Machine Intelligence Institute (Amii) Over the past 10 years, he has worked as a CEO, investor, community builder, product manager, entrepreneur, academic, and developer. Past roles...

Setup Gitlab CI/CD for Machine Learning Project Prerequisites Setup Web App on Fly.io Setup CI/CD Conclusion

Please read these pages to know the concept of CI/CDWhen you create merge request and merge into staging branch. it's going to deploy to staging app. Whether it is as expected, you may proceed...

Machine Learning for Sports Betting: MLB Edition

As work on the algorithms progressed, we were capable of expand to several key, novel features corresponding to:and…By the top of the enterprise, what was left was an entire end-to-end machine learning workflow with...

Why round(3.5)=4 and round(4.5)=4 in Python, and the way this may affect your machine learning model!

To mitigate this potential issue, you could have a couple of options. One approach is to think about alternative rounding methods, equivalent to at all times rounding up or down, depending in your requirements....

NLTK vs. OpenAI vs. Upgini: A Comparative Study of Machine Learning Prediction Accuracy Based on Python Library-Generated Features

NLTK vs. OpenAI vs. Upgini: A Comparative Study of Machine Learning Prediction Accuracy Based on Python Library-Generated FeaturesThere are several Python libraries that will be used to generate features from text data for ML...

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