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DATA PREPROCESSINGSix ways of matchmaking categories and numbers10 min read·19 hours agoAh, categorical data — the colourful characters in our datasets that machines just can’t seem to grasp. That is where “red” becomes 1,...

DATA PREPROCESSINGOne (tiny) dataset, six imputation methods?Let’s discuss something that each data scientist, analyst, or curious number-cruncher has to take care of in the end: missing values. Now, I do know what you’re considering...

Unlocking Predictive Power Through Binary SimplicityLike several algorithm in machine learning, Bernoulli Naive Bayes has its strengths and limitations.Simplicity: Easy to implement and understand.Efficiency: Fast to coach and predict, works well with large feature...

The friendly neighbor approach to machine learninglabels, predictions, accuracies = list(y_test), , k_list = for k in k_list:knn_clf = KNeighborsClassifier(n_neighbors=k)knn_clf.fit(X_train, y_train)y_pred = knn_clf.predict(X_test)predictions.append(list(y_pred))accuracies.append(accuracy_score(y_test, y_pred).round(4)*100)df_predictions = pd.DataFrame({'Label': labels})for k, pred in zip(k_list, predictions):df_predictions = preddf_accuracies...

Celebrating International Cat Day with PythonInternational Cat Day (8 August) is a purrfect occasion to mix our love for felines with the ability of information science and Python programming. Should you’re a cat owner...

Mistral AI introduced Mistral Large 2 on July 24, 2024. This latest model is a major advancement in Artificial Intelligence (AI), providing extensive support for each programming and natural languages. Designed to handle complex...

Advertise with us Hello, AI Enthusiasts!Our highlight today focuses on Mistral AI's latest innovation—Codestral Mamba 7B. Don’t remember subscribing or wish to stop receiving our newsletters completely? Unsubscribe hereHeardLy is the #1 App to Save...

Welcome, AI enthusiasts.The world has been anxiously waiting for OpenAI’s next move — and after a period of quiet, the rumor mill just rumbled back to life.With a brand new Q* rebrand, a gpt-mini...