Prediction

Key Insights: Avalanche (AVAX) still has a bearish outlook with the Fed rates upward adjustment expected to plummet the price.By the end of July, Avalanche (AVAX) might have made an impressive recoveryBitgert (BRISE) has the potential to maintain a stable price in a bear run but might end the month on a bullish explosion Avalanche (AVAX) and Bitgert (BRISE) are among the crypto coins to watch in 2022. The huge potential these coins have makes them quite attractive to crypto investors. But how will Avalanche and…

Applied Machine LearningThe Similarities Between Cancer Prediction and Churn ModellingImage from Shutterstock by tadamichiIntroductionOver the past year, I have been working in a telecommunications company as a Data Scientist. The telecom sector has many applications for machine learning, one of the main ones being churn prediction. Accurately predicting churn can help improve customer retention and increase revenue in the business. Although churn prediction is seemingly unrelated to cancer prediction, these two problems…

Marketing for the upcoming movie Avatar: The Way of Water seems to be ramping up as of late. With announcements and photos adding to what we know about James Cameron’s long awaited sequel, the hype is getting real. Cameron himself has even contributed to that particular beast, as the director and creator of the Avatar series is confident that moviegoers want the continuation of Jake Sully’s story, as well as a return to big ticket spectacle at a theater near them.Deadline covered remarks James Cameron and long-time…

Key Highlights: Bitgert has started the month on a high with the coin posting an impressive performance today and might do 10x this monthSafemoon is projected to recover most of the June losses this month, with crypto experts saying the coin might kill a zero The crypto market performance this year has been negative. The market has been plummeting, with all the top crypto coins posting a huge decline in 2022. The Safemoon (SFM) and Bitgert (BRISE) are two coins hard hit by the current crypto crashing. But what…

Learn how to create an LSTM-based neural network to predict an univariate time seriesPhoto by Agê Barros on UnsplashIn this article you will learn how to make a prediction from a time series with Tensorflow and Keras in Python.We will use a sequential neural network created in Tensorflow based on bidirectional LSTM layers to capture the patterns in the univariate sequences that we will input to the model.In particular we will see howgenerate synthetic data to simulate a time series with different characteristicsprocess…

Certain sections are optimistic about the future prospects of Shiba Inu, what do predictions say? The decline in the crypto market this fall seems so damaging that no matter the scale of investors of cryptocurrencies like Shiba Inu, all are facing more or less tough times. As per the recent data, about 81% of Shiba Inu holders are now facing a loss on their investments made within SHIB. This number could be more given the consistently dropping trading price of the popular meme currency which is currently standing…

What is Ethereum price prediction for 2022 and beyond? Ethereum prospects look good as it trades at 78% off its all-time highs Ethereum is a popular cryptocurrency that was created in 2015. It’s the second-largest by market capitalization, and it had an impressive bull run last year, hitting $4800 in November 2021. While prices have dropped since then, many investors are optimistic that Ethereum could see another significant rise like the one from 2021, or even bigger. In this article, we give…

Estimate the range of a future observation with confidenceTarget Image — By Afif KusumaForecasting in the real world is an important task. Consider forecasting energy demand, temperature, food supply, and health indicators just to name a few. Getting an inaccurate forecast in these cases can have a significant impact on people’s lives.This is where prediction intervals can help. Prediction intervals are used to provide a range where the forecast is likely to be with a specific degree of confidence. For example, if you…

To churn or not churn — what is the real question?Image by InspiredImages from PixabayOne of the main topics I’ve been working on through the years is churn. Churn reduction is a top priority for many companies and correctly identifying it’s root causes can greatly improve their bottom line.Considering how well known and appreciated the churn problem is I’m often perplexed by how badly it is modeled in practice.Churn is often formulated as a question of “who’s most likely to churn?”. This question naturally lends itself…

But the uneasy pandemic years have made all of this more complicated. Oren Etzioni is now the CEO of the Allen Institute for AI, but in the early 2000s he built—and sold to Microsoft—one of the first airfare prediction tools. Prediction algorithms are pretty good at reweighting the importance of different factors as the world changes, and, he says, “they have a shot at adjusting automatically by having the freshest available data.” But that can take some time, according to Etzioni: days, if not weeks.Google Flights helps…