Udemy – A Deep Dive Into Forecasting with Excel and Python. 2023-5

Published on: 2024-10-28 09:07:16

Categories: 28

Description

A Deep Dive Into Forecasting with Excel and Python. The training course on forecasting using Excel and Python is published by the online academy of Udemy. A Deep Dive Into Forecasting with Excel and Python is a comprehensive course that explores the methods and tools needed to excel in forecasting using Excel and Python. This course provides a strong foundation in time series analysis, regression models, and predictive analysis. This starts with mastering Excel’s data analysis and visualization capabilities before jumping into Python, where one uses powerful libraries such as Pandas, NumPy, and Matplotlib.

Key points of this course include mastering time series analysis, building regression models, exploring predictive analytics, using Excel for basic data analysis, transitioning to Python for advanced techniques, using Python libraries such as Pandas and NumPy, creating visualizations with Matplotlib, and applying real-world predictive scenarios. Hands-on projects guide learners through real-world scenarios and help them develop accurate predictive models for informed business decision-making. This course is perfect for those who want to use data-driven insights for strategic planning and improve their forecasting accuracy.

What you will learn in A Deep Dive Into Forecasting with Excel and Python.:

Time series analysis
Univariate analysis for time series
Bivariate analysis and autocorrelation
Time series smoothing
Seasonal adjustment of time series
Generating and calibrating forecasts in Excel
Learn Python and use it as an everyday tool for forecasting
Time series forecasting
Different applications of forecasting
Predictive machine learning
Hierarchical prediction
and…

Course specifications

Publisher: Udemy
Instructors: Haytham Omar-Ph.D
Language: English
Level: Introductory to Advanced
Number of Lessons: 170
Duration: 16 hours and 42 minutes