Dr. Vaibhav Kumar
Dr. Vaibhav Kumar
19 Articles0 Comments

Vaibhav Kumar has experience in the field of Data Science and Machine Learning, including research and development. He holds a PhD degree in which he has worked in the area of Deep Learning for Stock Market Prediction. He has published/presented more than 15 research papers in international journals and conferences. He has an interest in writing articles related to data science, machine learning and artificial intelligence.

Anomaly Detection in Temperature Sensor Data using LSTM RNN Model

In this article, we will discuss how to detect anomalies present in the temperature data that is available in the time-series format. This data is captured from the sensors of an internal component of a large industrial machine.

Hands-On Guide to Download, Analyze and Visualize Twitter Data

Here in this article, we will discuss a hands-on approach to download and analyze twitter data.

Transfer Learning For Multi-Class Image Classification Using Deep Convolutional Neural Network

In this article, we will implement the multiclass image classification using the VGG-19 Deep Convolutional Network used as a Transfer Learning framework where the VGGNet comes pre-trained on the ImageNet dataset. For the experiment, we will use the CIFAR-10 dataset and classify the image objects into 10 classes. The classification accuracies of the VGG-19 model will be visualized using the non-normalized and normalized confusion matrices.

How To Create URL Shortening Library In Python

In this article, we will discuss how to create a library in python to shorten a URL and then we will check this library to shorten multiple URLs in a text file. The shortened URLs will further be written in an output text file. It can work for thousands of URLs in a text file and convert them into their corresponding shortened form without any crash.

At What Career Stage Should You Opt For Chartered Data Scientist Designation

Having a designation like Chartered Data Scientist is always worth it. It does not matter at what career level a person is going to opt for it but it definitely would help a data science professional in the long run.

Chartered Data Scientist – What are the Benefits

Here we will discuss in detail about the benefits, scope and future of the Chartered Data Scientist.

Comparing ARIMA Model and LSTM RNN Model in Time-Series Forecasting

In this article, we will see a comparison between two time-series forecasting models – ARIMA model and LSTM RNN model. Both of these models are applied in stock price prediction to see the comparison between them.

Top Premier Global Professional Certifications & Designations In Data Science

Here we list down the top premier global professional certifications and designations in data science.

Ad Click-Through-Rate (CTR) Prediction using Reinforcement Learning

In this article, we will discuss reinforcement learning in Click-Through-Rate (CTR) prediction of web advertisements. We will see the practical implementation of Upper Confidence Bound (UCB), a method of reinforcement learning applied in this task. Using this implementation, one can be able to find the best version of the advertisement from a set of available versions that can get a maximum number of clicks by the visitors on the website.

Hands-On Guide To Market Basket Analysis With Python Codes

In this article, we will discuss the association rule learning method with a practical implementation of market basket analysis in python. We will use the Apriori algorithm as an association rule method for market basket analysis.

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