Building a House Price Prediction ML Model Using Python: A Complete Step-by-Step Guide
In Power BI we already did Exploratory data analysis and you can find the tutorials here Quick overview of the […]
Machine Learning
SMS / Email Spam or Not Classification using Naive Bayes Classifier
SMS Spam Collection Dataset, which is a popular dataset used for natural language processing tasks, especially spam detection. Key details:
Machine Learning, Python
What is Gradient Descent Algorithm in Machine Learning
The Gradient Descent Algorithm is an optimization technique used in machine learning and deep learning to minimize the loss (or
Artificial Intelligence, Machine Learning
Machine Learning on the Appliances Energy Prediction dataset
Let’s walk through how to apply Machine Learning on the Appliances Energy Prediction dataset to predict Appliances (energy consumption in
Data Analytics, Machine Learning
How Do Recommendation Systems Work? (Netflix, YouTube, etc.)
Recommendation systems use algorithms and data to suggest content that users are most likely to engage with. Platforms like Netflix,
Machine Learning
What is Overfitting? in Machine Learning (And Why It’s a Problem!)
When training a machine learning model, the goal is to make accurate predictions on new, unseen data. However, sometimes a
Deep Learning, Machine Learning
Car Images classification using Convolutional Neural Network (CNN)
Here, we will create a Convolutional Neural Network (CNN) model to classify car images into seven categories: Audi, Hyundai Creta,
Machine Learning
Steps to Perform EDA and ML on Spambase dataset
Step 7: Deployment and Further Analysis1. Save the model using `joblib` or `pickle` for deployment. import joblib joblib.dump(model, ‘spam_classifier.pkl’) 2.
Machine Learning
What is penguins dataset in machine learning?
The Penguins dataset is a widely-used dataset in data science and statistics, often employed for classification, visualization, and exploratory data
Machine Learning
Convolutional Neural Network (CNN) model using TensorFlow Code Explanation for CIFAR-10 Dataset
This code snippet defines a Convolutional Neural Network (CNN) model using TensorFlow and Keras. It’s a simple CNN architecture typically