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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™...
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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...
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The Tech Platform
Sep 9, 2021
Top 10 Data Visualization Tools for Every Data Scientist
Data Science, a well-established field in the IT industry, has been gaining prominence for nearly a decade. It proves beneficial across...
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The Tech Platform
Sep 7, 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...
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The Tech Platform
Sep 6, 2021
Leveraging Geolocation Data for Machine Learning: Essential Techniques
Location data is an important category of data that you frequently have to deal with in many machine learning applications. Location data...
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The Tech Platform
Sep 4, 2021
Deploying Predictive Maintenance Algorithms to the Cloud and Edge
For organizations that manufacture or operate industrial machinery, a predictive maintenance program is key to increasing operational...
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The Tech Platform
Sep 3, 2021
Top 7 Use Cases for Electric Vehicle Simulation
When designing an electric vehicle, engineers need to balance performance and energy efficiency by selecting the right energy storage...
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The Tech Platform
Sep 3, 2021
Machine Learning Starts with a Biochip’s Function and Works Backward to Design Its Form
Computer simulations are invaluable tools in research and design. Used to predict the behavior of physical systems, these mathematical...
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The Tech Platform
Aug 13, 2021
Handling Imbalanced Data — Intuition to Implementation
Did you ever found yourself in a situation whereupon training your machine learning model you obtain an accuracy above 90%, but then...
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The Tech Platform
Aug 6, 2021
How to implement Clustering in Power BI using PyCaret
Before we start using PyCaret’s machine learning capabilities in Power BI we have to create a virtual environment and install pycaret....
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