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11 Powerful Talks from rstudio::conf 2020 you Must Watch – A Treat for R Users!

rstudio::conf 2020 is over and the resources and recordings are out. Here is Analytics Vidhya's pick of 11 excellent talks from rstudio::conf 2020.

Gartner’s 2020 Magic Quadrant for Data Science and Machine Learning Tools – check out the new Leaders!

Gartner's 2020 Magic Quadrant for Data Science and Machine Learning Tools is out and we cover it in detail in this article.

Image Classification Using CNN

Image classification using CNN and explore how to create, train, and evaluate neural networks for image classification tasks.

Top 3 Winning Solutions and Approaches from LTFS Data Science FinHack 2 (with Code)

Presenting the top 3 winning solutions from the LTFS hackathon hosted by Analytics Vidhya. These winning solutions are based on a time series problem.

12 Types of Neural Networks in Deep Learning

Explore the architecture, training, and prediction processes of 12 types of neural networks in deep learning, including CNNs, LSTMs, and RNNs

Gartner’s 2020 Magic Quadrant is Out! Check out the latest developments in Best Analytics Tools

Check out Gartner's Magic Quadrant for 2020 that ranks the best business intelligence and analytics tools including Tableau, Qlik and more.

Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures

How to use loc and iloc for Selecting Data in Pandas (with Python code!)

Pandas loc vs. iloc is a classic Python interview question in machine learning. This tutorial will show you the difference between loc and iloc in pandas.

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.

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.