How to improve forecast accuracy | Phocas

Phocas

Are your forecasts as close to reality as possible – or are they missing the mark? The reliability of your forecasts can only be as good as your data. It’s near impossible to produce accurate forecasts the business can depend on.

Multi-variate Time Series Forecasting using Kats Model

Analytics Vidhya

Introduction Kats model-which is also developed by Facebook Research Team-supports the functionality of multi-variate time-series forecasting in addition to univariate time-series forecasting. Machine Learning Python Time Series Forecasting blogathon machine learning python

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Time Series Forecasting Using Python

Analytics Vidhya

Introduction on Time Series Forecasting Unicorn Investors wants to make an investment in a new form of transportation – JetRail. The post Time Series Forecasting Using Python appeared first on Analytics Vidhya. Advanced Python blogathon python Time Series Time Series Forecasting

How to improve forecast accuracy

Phocas

Are your forecasts as close to reality as possible – or are they missing the mark? finance executive financial statements dynamic reporting budgeting and forecasting

How is Demand Forecasting changing? How do you compare to your peers?

AIMMS conducted research to assess how supply chain teams perceive the accuracy of their forecast and discover the tools and techniques they are using to upgrade the forecasting process. In this report, you will find helpful benchmarks and insights offered by your peers on the latest demand forecasting techniques, forecast granularity and periodicity, and expectations for the future.

Why it’s time to rethink financial forecasting

Phocas

As organizations face increasing uncertainty, business functions are turning to finance teams to provide more frequent, accurate forecasts to help them adapt fast. finance executive financial statements KPIs dynamic reporting budgeting and forecasting

Time Series Forecasting with Extreme Learning Machines

Analytics Vidhya

The post Time Series Forecasting with Extreme Learning Machines appeared first on Analytics Vidhya. Beginner Python Time Series Forecasting blogathon learning machines make predictions Time Series

Car Sales Demand Forecasting Using Pycaret

Analytics Vidhya

The post Car Sales Demand Forecasting Using Pycaret appeared first on Analytics Vidhya. Beginner Libraries Machine Learning blogathon car sales demand demand forecasting EDA pycaretThis article was published as a part of the Data Science Blogathon.

A Comprehensive Guide to Time Series Analysis and Forecasting

Analytics Vidhya

Source – bounteous.com Introduction Time Series Analysis and Forecasting is a very pronounced and powerful study in data science, data analytics and Artificial Intelligence. The post A Comprehensive Guide to Time Series Analysis and Forecasting appeared first on Analytics Vidhya.

Web Traffic Forecasting Using Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Hello everyone, in this article we will pick the use case of sequence modelling, which is time series forecasting. The post Web Traffic Forecasting Using Deep Learning appeared first on Analytics Vidhya.

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.

How does your demand forecasting compare to your peers?

Demand forecasts are becoming increasingly more difficult to predict and less accurate. How are supply chain professionals dealing with this? What kind of technology are they using to deal with this shift? How is their approach to forecasting evolving? Take this assessment to find out how your demand forecasting process stacks up against others. It’s also a handy resource to identify improvement areas for your team. It only takes a few minutes and you get instant feedback.

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

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.

Machine Learning Approach to Forecast Cars’ Demand

Analytics Vidhya

The post Machine Learning Approach to Forecast Cars’ Demand appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

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

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.

Easily Build an Optimization App and Empower Your Data

Speaker: Gertjan de Lange

Solving complex business problems requires optimization modeling techniques and data to compare scenarios and make the best decisions. With AIMMS you can rapidly build an optimization app on top of your data and deploy it to the end-user in just a few clicks.

Forecasting Financial Time Series – A Model of MLP in Keras

Analytics Vidhya

The post Forecasting Financial Time Series – A Model of MLP in Keras appeared first on Analytics Vidhya. Data Science Deep Learning Intermediate Python Time Series Time Series Forecasting blogathon data science python

Salesforce shares fall on disappointing profit forecast

DataFloq

(Reuters) - Salesforce.com Inc forecast current-quarter profit below Wall Street estimates on Tuesday as it faces stiff competition from rivals including Microsoft Corp, sending its shares down 6% in extended trading.

Time Series Analysis: Forecast COVID-19 Vaccination Rate

Analytics Vidhya

The post Time Series Analysis: Forecast COVID-19 Vaccination Rate appeared first on Analytics Vidhya. Advanced Machine Learning Python Structured Data Supervised Time Series Forecasting blogathon COVID-19 Vaccination Rate

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

5 Perceptions on Demand Forecasting and How it's Changing

Speaker: Brian Dooley, Director SC Navigator, AIMMS

It’s no secret that demand is getting more difficult to predict. Is your demand forecasting process evolving with the times? How does your process stack up against others? Are you satisfied with your level of forecast accuracy? This webinar shares research findings from a recent survey among supply chain planning professionals to help you answer these questions.

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

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

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.

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 the best one for your team so you’ll be able to enhance and optimize your newly-developed pipeline. Your future sales forecast? Sunny skies (and success) are just ahead!

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

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.

Avoid These Mistakes with Time Series Forecasting

KDnuggets

2021 Dec Tutorials, Overviews Forecasting Mistakes Python Time SeriesA few checks to make before training a Machine Learning model on data that could be random.

Escaping the Prison of Forecasting

Teradata

Retail and CPG businesses are trapped by the disconnect between today’s digital customers and long-established demand forecasting and supply-chain processes.

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.

Hands-On Stock Price Time Series Forecasting using Deep Convolutional Networks

Analytics Vidhya

The post Hands-On Stock Price Time Series Forecasting using Deep Convolutional Networks appeared first on Analytics Vidhya. Advanced Deep Learning Project Python Stock Trading Technique Time Series Forecasting blogathon CNN convolution neural networks Deep CNN stock price prediction

Accenture revenue forecast tops estimates on cloud, security services demand

DataFloq

(Reuters) -IT consulting firm Accenture Plc forecast better-than-expected second-quarter revenue on Thursday after its first-quarter top-line expanded by 27%, riding a digital transformation wave with more clients seeking its cloud and security services.

Google, Meta dominate as digital propels global advertising growth -forecasts

DataFloq

By Sheila Dang.

Qualcomm forecast beats estimates as diversification efforts pay off

DataFloq

Reuters) -Qualcomm Inc on Wednesday forecast better-than-expected profits and revenue for its current quarter on soaring demand for chips used in phones, cars and other internet-connected devices. By Stephen Nellis.

AI in Manufacturing

Manufacturers want to deliver the best products on the market as quickly and ethically as possible. Learn how to solve your most urgent manufacturing and business needs with an enterprise AI platform.

Oracle forecasts upbeat third quarter as IT spending rebounds

DataFloq

Reuters) - Enterprise software maker Oracle Corp forecast current-quarter profit and revenue above market estimates on Thursday after posting upbeat results for the second quarter, helped by higher tech spending from businesses looking to support hybrid work. By Akash Sriram.

Time Series Forecasting Made Easy Using Darts

Analytics Vidhya

The post Time Series Forecasting Made Easy Using Darts appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon Overview of Time Series Using Draft Imagine this! You work as a data scientist for a company that provides solutions to business.

Broadcom forecasts upbeat current-quarter sales on 5G bet

DataFloq

(Reuters) -Broadcom Inc forecast fourth-quarter revenue above Wall Street expectations on Thursday, betting on strong demand for its semiconductors from the adoption of 5G technology and a shift to hybrid work models. Broadcom forecast current-quarter revenue of about $7.35

Cisco forecast takes a knock from supply chain snags

DataFloq

Reuters) -Cisco Systems Inc forecast current-quarter revenue below expectations as the ongoing supply chain issues have hit production and are expected to drive up costs into the next couple of quarters. By Mrinalika Roy.

Dell forecasts upbeat revenue on strong PC demand

DataFloq

(Reuters) - Laptop maker Dell Technologies Inc on Tuesday forecast current-quarter revenue above estimates, highlighting strong demand for its personal computers and servers from companies moving toward a hybrid work model.