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4 Boosting Algorithms You Should Know
Learn about the boosting algorithms in machine learning and their role in improving prediction accuracy. Boost your knowledge in ML.
Aishwarya Singh 24 Feb, 2025
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What is Bootstrap Sampling in Statistics and Machine Learning?
Bootstrap sampling is a key topic in machine learning. This tutorial explains bootstrap sampling in machine learning and how to implement it in Python.
Prateek joshi 04 Nov, 2024
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Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)
An introduction to neural networks. Understand the math behind convolutional neural networks with forward and backward propagation & Build a CNN using NumPy.
Aishwarya Singh 08 May, 2020
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Everything you Need to Know About Scikit-Learn’s Latest Update (with Python Implementation)
Scikit-Learn's latest version just came out and it is packed with major updates. Discover the latest updates of Scikit-Learn's with python implementation.
Ankit Choudhary 29 Oct, 2024
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Hands-On Tutorial to Analyze Data using Spark SQL
Analyze humongous amounts of data and scale up your machine learning project using Spark SQL. Learn abot catalyst optimizer, Spark SQL and how it works.
Lakshay arora 14 Jun, 2020
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How to Create a Test Set to Approximate Business Metrics Offline
We address one key component of designing an offline evaluation environment - creating a test set to evaluate machine learning performance.
Aarshay Jain 06 Feb, 2020
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How to Join Multiple Dataframes in Python
Pandas dataframes can be joined using merge or append functions in python. Let's see how to join two dataframes in python along with examples.
Gyan Prakash Tripathi 14 Jun, 2020
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Who is the Best IPL Batsman to Bat with? Finding the Answer with Network Analysis
Network analysis is a useful technique to analyze and gain insights from. We will learn the concept of network analysis python and apply it on IPL 2019 data
Prateek joshi 23 Oct, 2024
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Activation Functions | Fundamentals Of Deep Learning
An introduction to activation functions. Article describes when to use which type of activation function and fundamentals of deep learning.
Dishashree Gupta 03 Apr, 2025
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Build your first Machine Learning pipeline using scikit-learn!
Learn to build a machine learning pipeline from problem to prediction, covering data exploration, model building, & feature importance!
Lakshay arora 31 Dec, 2024
