Python for Data Analysis Part-6
File Input and Output with Arrays NumPy is able to save and load data to and from disk either in text or binary format. In this section I only discuss…
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July 11, 2021
Python for Data Analysis Part-5
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…
July 11, 2021
Python for Data Analysis Part-4
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…
July 8, 2021
Python for Data Analysis part-3
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…
July 7, 2021
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Machine Learning Operations [MLOps]
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…
July 7, 2021
Python for Data Analysis Part-2
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…
July 7, 2021
Python for Data Analysis Part -1
NumPy Basics: Arrays and Vectorized Computation NumPy, short for Numerical Python, is one of the most important foundational packages for numerical computing in Python. Most computational packages providing scientific functionality…
July 5, 2021
How to Solve Network Intrusion Detection Problem using Machine Learning
Network intrusion is a growing threat with potentially severe impacts, which can be damaging in multiple ways to network infrastructures and digital/ intellectual assets in the cyberspace. The approach most…
July 3, 2021
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Classical Convolutional Neural Networks[CNN]
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.…
June 29, 2021
Building Chatbots Hard Way
Integration of ML, NLP using RASA NLU What is RASA NLU? Rasa NLU is an open-source NLP library for intent classification and entity extraction in chatbots. Why Should I use…
June 17, 2021