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A Comprehensive Learning Path to Understand and Master NLP in 2020
This NLP learning path is for everyone who wants to get started and master NLP. The learning path contains a multitude of NLP learning resources.
Analytics Vidhya 14 Jun, 2020
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Using statistics: How to understand population distributions?
This series lays out various concepts of statistics, which business analytics analyst needs to know. This is part one of the article.
Kunal Jain 17 Apr, 2015 -
Bayesian Optimization: bayes_opt or hyperopt
Learn about Bayesian Optimization, its application in hyperparameter tuning, how it compares with GridSearchCV and RandomizedSearchCV.
rendyk 27 Nov, 2024
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Building a Convolutional Neural Network Using TensorFlow – Keras
In this article, we explan the working of CNN and how to Build a Convolutional Neural Network using Keras and TensorFlow
Jitendra 29 Jun, 2021
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A Comprehensive Guide to PySpark RDD Operations
PySpark for efficient cluster computing in Python. Learn its syntax, RDD, and Pair RDD operations—transformations and actions simplified.
Rahul Shah 29 Nov, 2024
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Time Series in Excel! Learn Exponential Smoothing Models for Time Series Forecasting in Excel
The exponential smoothing algorithms are popularly used for forecasting univariate time series. We will see how to use them in MS Excel.
Aishwarya Singh 23 Sep, 2020
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Importance of Data Drift Detection
Learn about data drift and how it affects model performance. Understanding data drift detection is key for accurate predictions. Read Now!
Prarthana 09 Apr, 2025
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Cheatsheet – Excel Functions & Keyboard Shortcuts
This article provides 2 cheatsheets - Excel functions and keyboard shortcuts. It should serve as ready reference for doing data analysis in Excel
Sunil Ray 24 May, 2018
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Statistics and Probability Concepts for Data Science
Explore statistics and probability concepts for data science. Learn types of data, mean, variance, and probability to excel in decision making.
Manasvi 14 Oct, 2024
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“Ok, Google!”— Speech to Text in Python with Deep Learning in 2 minutes
We will build a very simple speech to text converter, that takes our voice as input and produces the corresponding text by hearing the input.
Akash 10 Sep, 2021
