Data Scientist’s Guide to Efficient Coding in Python
We are giving real-life coding scenarios where we have actually used them! 1. Use tqdm when working with for loops. Imagine looping over...
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The Tech Platform
Oct 20, 2021
Introduction to feature engineering for time series forecasting
Applying Python packages and Machine Learning to accelerate forecasts enables the scalability, performance, and accuracy of intelligent...
The Tech Platform
Oct 18, 2021
Top 38 Python Libraries for Data Science, Data Visualization & Machine Learning
In the vast landscape of Python libraries, navigating through the myriad options can be overwhelming, especially for those engaged in...
The Tech Platform
Oct 7, 2021
How to Write a Configuration file in Python
When we design software, we normally put a lot of effort into writing high-quality code. But that’s not enough. A good software should...
The Tech Platform
Oct 4, 2021
Ensemble methods: bagging, boosting and stacking
Ensemble learning is a machine learning paradigm where multiple models (often called “weak learners”) are trained to solve the same...
The Tech Platform
Sep 29, 2021
How to do Deep Learning on Graphs with Graph Convolutional Networks
Machine learning on graphs is a difficult task due to the highly complex, but also informative graph structure. This post is the second...
The Tech Platform
Sep 20, 2021
What are the Advantages and Disadvantages of Artificial intelligence? How to use AI in Business?
What is Artificial Intelligence? Artificial intelligence is intelligence demonstrated by machines, as opposed to the natural intelligence...
The Tech Platform
Sep 19, 2021
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 18, 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 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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