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Natural Language Processing Techniques: Text Preprocessing
Natural Language Processing (NLP) is rapidly becoming one of the most popular techniques today. It involves programming computers to...
The Tech Platform
Sep 19, 2021


What's the Difference Between Bias and Variance?
The deviation of the prediction from the actual was quite narrow. In Machine Learning, this deviation (between actual and prediction) is...
The Tech Platform
Sep 18, 2021

Build Your Own Movie Recommender System Using BERT4Rec
Step-by-Step implementation of a Transformer-based recommender system in PyTorch Recommendation algorithms are a core part of a lot of...
The Tech Platform
Sep 17, 2021

3D Shape Detection System
Shape detection techniques are an important aspect of computer vision and are used to transform raw image data into the symbolic...
The Tech Platform
Sep 15, 2021

Different Types of Kernels in Machine Learning
Kernels or kernel methods (also called Kernel functions) are sets of different types of algorithms that are being used for pattern...
The Tech Platform
Sep 14, 2021

Explainable AI
Explainability may have many meanings. By definition, “Explanation” has to do with reasoning and making the reasoning explicit. But there...
The Tech Platform
Sep 14, 2021

Overfitting in Machine Learning. How to Detect and Prevent it?
Machine learning algorithms can handle complex tasks like image recognition, speech synthesis, and natural language processing. However,...
The Tech Platform
Sep 13, 2021


Import and Analyze Data from MongoDB
This example shows how to import employee data from a collection in MongoDB® into the MATLAB® workspace using the Database Toolbox™...
The Tech Platform
Sep 13, 2021

Hyperparameter Tuning the Random Forest in Python
The best way to think about hyperparameters is like the settings of an algorithm that can be adjusted to optimize performance, just as we...
The Tech Platform
Sep 13, 2021


When to use different Machine Learning Algorithms
Machine learning is a field of study in computer science and artificial intelligence that focuses on the development of algorithms and...
The Tech Platform
Sep 7, 2021
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