Time Series Analysis, Forecasting, and ML with Python

EDUCBA Bridging the Gap

Last Updated on July 30, 2023 by GeeksGod

This training program aims to provide knowledge to the folks about how time series and forecasting is done with python. This training will be helpful for the trainees to perform statistical programming. It allows you the trainee to see patterns in time series data, model this data and finally make forecasts based on those models.

Its objective is to assist the people about how to handle standard tasks in python. Topics like Python Bootcamp, Advanced Python for Data Analysis, Statistics for Data Science using Python, Data Science with Python is Machine Learning using Python, Forecasting the Sales using Time Series and Financial Analytics with Python.

Time Series Analysis and Forecasting can be considered as the approach that is concerned with leveraging the past data to implement the analysis and forecasting. It can also be defined as the process or procedures that can be implemented using programming language and help the businesses to determine the trend of the upcoming event. To implement the concept of Time series analysis, there should be some past data available that could be leveraged to draft the solution for prediction. There is the logic associated with these concepts and the logic has to be implemented precisely to let it work accurately. It helps the businesses to understand the trend which eventually helps them to make some critical business decisions.

This course comprises all the modules or subjects that one must master to work effectively with Time Series Analysis and Forecasting. At the beginning of the course, you will get to learn about the fundamentals of python which is the most essential thing that one should know to complete this course. You will get to know about all the topics that are directly or indirectly concerned with the topics that we are focusing on in this course. In the mid part of the course, you will come across various advanced-level topics that will help you to implement all the concepts of data science and ML with the help of Python.

We have added some projects in this course that will help you to get a deep exposure of all the concerned topics. You will be able to help the businesses as soon as you complete the course. You will also be able to draft the solution for any sort of analysis and forecasting based problems.

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What you will learn :

1. Learn about the advanced level of python for the analysis of data
2. You will learn about statistics for data science that can be performed using python programming.
3. Learn applied machine learning which focuses more on the techniques and methods than on the statistics behind these methods.
4. It covers different Artificial Intelligence learning techniques of neural networks using python programming which will be explained

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