Time-series Forecasting -Complete Tutorial | Part-1

Analytics Vidhya

The post Time-series Forecasting -Complete Tutorial | Part-1 appeared first on Analytics Vidhya. Beginner Data Science Machine Learning Python Time Series Forecasting blogathon machine learning python

Understanding The Basics of Time Series Forecasting

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Ever since history, people have always been interested in forecasting, The post Understanding The Basics of Time Series Forecasting appeared first on Analytics Vidhya.

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Time Series Forecasting using Microsoft Power BI

Analytics Vidhya

Introduction Time series forecasting is a really important area of Machine Learning as it gives you the ability to “see” ahead of time and. The post Time Series Forecasting using Microsoft Power BI appeared first on Analytics Vidhya.

Random Forest for Time Series Forecasting

Analytics Vidhya

The post Random Forest for Time Series Forecasting appeared first on Analytics Vidhya. Intermediate Machine Learning Project Python Technique Time Series Forecasting Use Cases blogathon random forest stock market

The Best Sales Forecasting Models for Weathering Your Goals

Every sales forecasting model has a different strength and predictability method. It’s recommended to test out which one is best for your team. This way, you’ll be able to further enhance – and optimize – your newly-developed pipeline. Your future sales forecast? Sunny skies (and success) are just ahead!

GreyKite : Time Series Forecasting in Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Time Series Forecasting is a very important problem in machine. The post GreyKite : Time Series Forecasting in Python appeared first on Analytics Vidhya.

Forecasting in Pharmaceutical Industry (Patient-Level) – Part 1

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon This series of articles will enlighten you about different forecasting methods. The post Forecasting in Pharmaceutical Industry (Patient-Level) – Part 1 appeared first on Analytics Vidhya.

Introduction to Time Series and Forecasting by ARIMA Model.

Analytics Vidhya

The post Introduction to Time Series and Forecasting by ARIMA Model. Beginner Data Science Datetime Machine Learning Python Time Series Forecasting ARIMA blogathon python Time Series

Error Metrics: How to Evaluate Your Forecasts

Jedox

When considering the performance of any forecasting model, the prediction values it produces must be evaluated. An error metric is a way to quantify the performance of a model and provides a way for the forecaster to quantitatively compare different models 1.

Automate Time Series Forecasting using Auto-TS

Analytics Vidhya

” The post Automate Time Series Forecasting using Auto-TS appeared first on Analytics Vidhya. Advanced Data Visualization Machine Learning Python Structured Data Supervised Time Series Forecasting Auto-TS blogathon

Stock Market Price Trend Prediction Using Time Series Forecasting

Analytics Vidhya

Introduction Time series forecasting is used to predict future values based on previously. The post Stock Market Price Trend Prediction Using Time Series Forecasting appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Crucial KPIs for Your Growing Company: 7 Principles & 35 Metrics Every SMB Needs

Expert advice for SMBs to help drive the right results, including: principles to making good decisions quickly, why you need leading and lagging indicators to improve your odds of success, and how to use interlocking KPIs to improve company alignment.

Time Series Forecasting using Facebook Prophet library in Python

Analytics Vidhya

The post Time Series Forecasting using Facebook Prophet library in Python appeared first on Analytics Vidhya. Intermediate Machine Learning Python Supervised Technique Time Series Forecasting blogathon prophet Time Series

What Are Rolling Forecasts?

Jedox

Rolling forecasts are a specific type of financial forecasting that use existing data to help predict aspects of business performance throughout the year. In the first section, we’ll explain some of the more general aspects of forecasting. Overview of forecasting.

Apple says chip shortage reaches iPhone, growth forecast slows

DataFloq

Reuters) -Apple Inc said on Tuesday that a global chip shortage that has bit into its ability to sell Macs and iPads will start to affect iPhone production and forecasted slowing revenue growth, sending its shares lower. By Stephen Nellis.

Netflix details video game push as it forecasts weak growth

DataFloq

per share, below the average forecast of $3.16, according to analysts surveyed by Refinitiv. By Lisa Richwine and Akanksha Rana.

Stock Price Prediction and Forecasting using Stacked LSTM.

Analytics Vidhya

The post Stock Price Prediction and Forecasting using Stacked LSTM. Deep Learning Intermediate Time Series Forecasting blogathon LSTM stock price prediction

Nokia lifts full-year forecast as turnaround takes root

DataFloq

HELSINKI (Reuters) -Telecom equipment maker Nokia reported a stronger-than-expected second-quarter operating profit on Thursday and raised its full-year outlook as promised, thanks to a turnaround of its business.

How to Build a Sales Forecast using Microsoft Excel in Just 10 Minutes!

Analytics Vidhya

Overview Learn how to build an accurate forecast in Excel – a classic technique to have for any analytics professional We’ll work on a. The post How to Build a Sales Forecast using Microsoft Excel in Just 10 Minutes!

Forecasting uncertainty at Airbnb

O'Reilly on Data

Theresa Johnson outlines the AI powering Airbnb’s metrics forecasting platform. Continue reading Forecasting uncertainty at Airbnb

Merits of using deep learning and other machine learning approach in the area of forecasting at Uber

Analytics Vidhya

The post Merits of using deep learning and other machine learning approach in the area of forecasting at Uber appeared first on Analytics Vidhya. Deep Learning Intermediate Machine Learning blogathon Forecasting at uber

Forecasting in Pharmaceutical Industry – Part 2 (drugs with a limited supply of raw material)

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In my previous article, we learned about patient-level forecasting for. Advanced Machine Learning Use Cases blogathon Forecasting in Pharmaceutical Industry

Intel sales forecast implies rocky second half of 2021 amid supply constraints

DataFloq

Reuters) -Chipmaker Intel Corp said on Thursday it still faces supply chain constraints and gave an annual sales forecast that implied a weak end of the year. The 2021 forecast of $73.5 By Stephen Nellis and Chavi Mehta.

Stock market forecasting using Time Series analysis With ARIMA model

Analytics Vidhya

The post Stock market forecasting using Time Series analysis With ARIMA model appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon What is a Stock market? The stock market is a marketplace.

Stock Market Forecasting Using Time Series Analysis

KDnuggets

Time series analysis will be the best tool for forecasting the trend or even future. So let us understand this concept in great detail and use a machine learning technique to forecast stocks. 2020 Jan Tutorials, Overviews Analysis Finance Forecasting Stocks Time SeriesThe trend chart will provide adequate guidance for the investor.

Get More out Your CRM: Tips for Better Sales Forecasting

Jedox

However, forecasting or predicting how much your customers want to buy or how well a business would perform in the future was much more difficult to achieve way back then. But what about forecasting? So, how do you get better sales forecasts with your existing CRM?

Cisco's first-quarter forecast disappoints, shares fall

DataFloq

Reuters) - Cisco Systems Inc on Wednesday forecast first-quarter revenue and profit below Wall Street estimates and laid out a restructuring plan, as the coronavirus crisis forced its clients to hold back spending. By Ayanti Bera and Stephen Nellis.

How Agile is Corporate Forecasting?

Insight Software

The results of the FSN’s Agility in Planning, Budgeting, and Forecasting (PBF) Survey 2021 analyzes the performance and agility of the PBF processes across over 500 organizations. Here is a snapshot of how agile corporate forecasting is. The post How Agile is Corporate Forecasting?

Zoom forecasts upbeat revenue, expects boost from hybrid work

DataFloq

(Reuters) -Zoom Video Communications Inc on Tuesday forecast current-quarter revenue above estimates, as increased adoption of hybrid work models by companies is expected to drive steady demand for its video conferencing tools.

Nvidia forecast beats expectations but crypto mining's role remains unclear

DataFloq

Reuters) - Nvidia Corp forecast second-quarter revenue above analysts' estimates on Wednesday, but shares fell 1% after-hours as the company could not say for certain how much of its recent revenue rise was driven by the volatile cryptocurrency-mining market.

How to forecast stock on hand

Phocas

Yet, without the ability to accurately forecast stock on hand, keeping optimal stock levels can be a challenge. The ability to deliver orders in full and on time (DIFOT) is essential to keeping satisfied customers. And maintaining appropriate stock levels ensures there is enough inventory on hand without tying up capital in unnecessary overstock. Business Intelligence Basics Product Job Role - Inventory/Operations

Cisco forecasts profit below estimates, cites supply chain issues

DataFloq

Reuters) -Cisco Systems Inc on Wednesday cautioned that supply chain issues will linger through the end of 2021 and forecast its current-quarter profit below estimates, sending shares of the network gear maker down 5%. By Tiyashi Datta and Stephen Nellis.

How to Create an ARIMA Model for Time Series Forecasting in Python

Analytics Vidhya

Introduction A popular and widely used statistical method for time series forecasting. The post How to Create an ARIMA Model for Time Series Forecasting in Python appeared first on Analytics Vidhya. Intermediate Machine Learning Python Structured Data Supervised Technique Time Series ARIMA Time Series ForecastingThis article was published as a part of the Data Science Blogathon.

EA signals gaming boom extending run with upbeat annual forecast

DataFloq

Reuters) -Electronic Arts Inc on Tuesday forecast annual adjusted revenue above analysts' estimates, betting that demand for its titles, including "FIFA 21" and "Apex Legends," would stay strong even as COVID-19 restrictions ease. By Tiyashi Datta.

Broadcom forecasts upbeat current-quarter sales on 5G ramp up

DataFloq

Reuters) -Broadcom Inc forecast current-quarter revenue above Wall Street expectations on Thursday, as the semiconductor firm is set to benefit from the rising adoption of 5G technology. By Eva Mathews and Stephen Nellis.

Forecasting Stories: Is it seasonality or not?

KDnuggets

Kicking off with a series of forecasting stories, starting with seasonality and its business applications. 2020 Mar Opinions Forecasting Time SeriesThis first article speaks of course corrections that were based on weather and calendar driven seasonality.

5 Tips for Implementing Rolling Forecasts

Jedox

In our last post, “ Rolling Forecasts: The Pros and Cons ,” we looked at why rolling forecasts are used, when it makes sense to use them, and for whom. Rolling Forecasts can be used to find out why. Keep performance targets and rolling forecasts separate.

Rolling Forecasts: The Pros and Cons

Jedox

In our previous blog post, “ What are Rolling Forecasts? ” we covered forecasting and rolling forecasts in general. In our second post in this series, we look at the pros and cons of introducing rolling forecasts for your organization.

Time Series in Excel! Learn Exponential Smoothing Models for Time Series Forecasting in Excel

Analytics Vidhya

Overview Excel is the perfect fit for building your time series forecasting models We’ll discuss exponential smoothing models for time series forecasting, including the. Learn Exponential Smoothing Models for Time Series Forecasting in Excel appeared first on Analytics Vidhya.

Multivariate Multi-step Time Series Forecasting using Stacked LSTM sequence to sequence Autoencoder in Tensorflow 2.0 / Keras

Analytics Vidhya

Overview This article will see how to create a stacked sequence to sequence the LSTM model for time series forecasting in Keras/ TF 2.0. . The post Multivariate Multi-step Time Series Forecasting using Stacked LSTM sequence to sequence Autoencoder in Tensorflow 2.0 / Keras appeared first on Analytics Vidhya. Advanced Deep Learning Python Structured Data Technique Time Series Forecasting datetime keras LSTM tensorflow 2.0

The Characteristics of Those Using Rolling Forecasts

Insight Software

The results of the recent FSN’s Agility in Planning, Budgeting, and Forecasting (PBF) Survey 2021 clearly shows how implementing rolling forecasts helps organizations to improve both forecast speed and accuracy.

The New Normal for FP&A: Forecasting

Jedox

The world has changed so much and so quickly that it has vastly impacted our ability to forecast in the current environment. The reason was simple, the model and forecast were no longer providing useful insight and foresight to the organization.

EBay forecasts profit below estimates on stiff competition, shares fall

DataFloq

(Reuters) -EBay Inc's second-quarter profit forecast came in below market expectations as it faces fierce competition from bigger rivals including Amazon.com Inc for a slice of the pandemic-led online shopping boom, sending its shares down 6%.