Mathematical and Statistical Methods A set of mathematical functions that compute statistics about an entire array or about the data along an axis are accessible as methods of the array…
Universal Functions: Fast Element-Wise Array Functions A universal function, or ufunc, is a function that performs element-wise operations on data in ndarrays. You can think of them as fast vectorized…
Boolean Indexing Let’s consider an example where we have some data in an array and an array of names with duplicates. I’m going to use here the randn function in…
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Agenda MLOps is enabling machine learning applications in production at scale. MLOps Through 2023, atleast 50% of the IT leaders will scuffle to move their AI predictive projects from proof…
Basic Indexing and Slicing NumPy array indexing is a rich topic, as there are many ways you may want to select a subset of your data or individual elements. One-dimensional…
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Classical Convolutional Neural Networks[CNN] Classical CNNs can recognize a person, a car, a building, an animal, a bird, and also can distinguish among these as our eyes and brain do.…
Tokenization It is a simple concept where we split a text into meaningful segments. Similarity Using GloVe Knowing similarity between two sentences/words helps a lot. GloVe helps in finding similarity.…
Agenda Data collection can be manual or electronic. Web scrapping is the electronic or digital way to collect data from websites in structured formats like CSV, JSON or XML. Some…