Published 08/2022
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 34 lectures (6h 26m) | Size: 2.22 GB
Learn Python Tensorflow Time Series, Facebook Prophet & Forecasting
What you’ll learn
Use Statsmodels to Analyze Time Series Data
Pandas for Data Manipulation
Pandas for Data Visualization
NumPy and Python for Numerical Processing
Requirements
General Python Skills (knowledge up to functions)
Description
Bitcoin Analysis with Python and Facebook Prophet
Welcome to the most exciting online course about Forecasting Models in Python. I will show everything you need to know to understand the now and predict the future.
Forecasting is always awesome – knowing what will happen usually drops jaws and earns admiration. On top, it is fundamental in the business world. Companies always provide Revenue growth and EBIT estimates, which are based on forecasts. Who is doing them? Well, that could be you!
It is fundamental that you know why a model makes sense and the underlying assumptions behind it. I will explain to you each model using words, graphs, and metaphors, leaving math and the Greek alphabet to a minimum.
WE CODE TOGETHER LINE BY LINE
I will guide you through every step of the way. I will also explain all parameters and functions that you need to use, step by step.
THE FINAL REASON IS THAT YOU PRACTICE, PRACTICE, PRACTICE.
For each algorithm, there is a challenge. This means that each technique has 2 case studies. The goal is that you apply immediately what you have learned. I give you a dataset and a list of actions you need to take to solve it. I think it is the best way to really cement all the techniques in you.
Who this course is for
Python Developers interested in learning how to forecast time series data
Professionals looking to learn about Demand Forecasting and Time Series
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