Instructional Video8:11
Packt

BiLSTM for Time Series Forecasting

Higher Ed
This video talks about BiLSTM for time series forecasting. This clip is from the chapter "Recurrent Neural Networks in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using Python".This section...
Instructional Video7:07
Packt

Feature Engineering

Higher Ed
This video explains the concept of feature engineering. This clip is from the chapter "Data Processing for Timeseries Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using Python".This section focuses on data...
Instructional Video4:11
Packt

Data Manipulation

Higher Ed
This video displays how to do data manipulation using a deep learning model. This clip is from the chapter "Project 3: Birth Rate Forecasting Using RNNs with Advanced Data Analysis" of the series "A Practical Approach to Timeseries...
Instructional Video6:49
Packt

Data Visualization Line Plots

Higher Ed
This video demonstrates data visualization using line plots. This clip is from the chapter "Project 2: Microsoft Corporation Stock Prediction Using RNNs" of the series "A Practical Approach to Timeseries Forecasting Using Python".This...
Instructional Video5:47
Packt

Data Analysis

Higher Ed
This video helps you with the data analysis part. This clip is from the chapter "Project 2: Microsoft Corporation Stock Prediction Using RNNs" of the series "A Practical Approach to Timeseries Forecasting Using Python".This section...
Instructional Video6:31
Packt

Visualize the Data

Higher Ed
This video helps you with visualizing the data. This clip is from the chapter "Project 1: COVID-19 Positive Cases Prediction Using Machine Learning Algorithm" of the series "A Practical Approach to Timeseries Forecasting Using...
Instructional Video4:56
Packt

Dataset Index

Higher Ed
This video executes the indexing of the dataset. This clip is from the chapter "Project 1: COVID-19 Positive Cases Prediction Using Machine Learning Algorithm" of the series "A Practical Approach to Timeseries Forecasting Using...
Instructional Video4:00
Packt

Shape and NULL Check

Higher Ed
This video executes the Shape and NULL Check operations on the dataset. This clip is from the chapter "Project 1: COVID-19 Positive Cases Prediction Using Machine Learning Algorithm" of the series "A Practical Approach to Timeseries...
Instructional Video8:43
Packt

Dataset Reshaping

Higher Ed
This video explains how to reshape the data and extract the intended information. This clip is from the chapter "Recurrent Neural Networks in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using...
Instructional Video8:06
Packt

Dataset Preparation and Scaling

Higher Ed
This video helps you with dataset preparation and scaling from scratch. This clip is from the chapter "Recurrent Neural Networks in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using Python".This...
Instructional Video6:24
Packt

Model Evaluation for Underfitting and Overfitting

Higher Ed
This video demonstrates model evaluation for underfitting and overfitting. This clip is from the chapter "Recurrent Neural Networks in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using...
Instructional Video7:33
Packt

Future Predictions Using SARIMA

Higher Ed
This video helps you with future predictions using SARIMA. This clip is from the chapter "Machine Learning in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using Python".This section focuses on...
Instructional Video5:07
Packt

Handling Non-Stationarity in Time Series

Higher Ed
This video explains how to handle non-stationarity in time series. This clip is from the chapter "Data Processing for Timeseries Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using Python".This section...
Instructional Video8:18
Packt

Time Series Parameters

Higher Ed
This video explains the time series parameters. This clip is from the chapter "Basics of Data Manipulation in Time Series" of the series "A Practical Approach to Timeseries Forecasting Using Python".This section focuses on the basics of...
Instructional Video5:30
Packt

Basic Data Visualization with Single Time Series Feature

Higher Ed
This video explains basic data visualization with single time series features. This clip is from the chapter "Basics of Data Manipulation in Time Series" of the series "A Practical Approach to Timeseries Forecasting Using Python".This...
Instructional Video5:34
Packt

GRU Models

Higher Ed
This video explains the GRU (Gated Recurrent Unit) models and their application. This clip is from the chapter "Recurrent Neural Networks in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using...
Instructional Video3:41
Packt

Quiz Solution

Higher Ed
This is a solution video of the quiz on data processing. This clip is from the chapter "Data Processing for Timeseries Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using Python".This section focuses on data...
Instructional Video5:06
Curated Video

Create a Box Plot

3rd - Higher Ed
Create a Box Plot creates a box plot by using given data.
Instructional Video5:33
Curated Video

Microsoft Excel 2021365 - Beginner to Advanced - Exercise 11 - work with macros

Higher Ed
In this video, we will focus on Exercise 11 of this section, where we will work with macros.
Instructional Video7:59
Curated Video

Microsoft Excel 2021365 - Beginner to Advanced - The VBA Editor

Higher Ed
In this video, we will explore the VBA Editor.
Instructional Video6:43
Curated Video

Microsoft Excel 2021365 - Beginner to Advanced - Using Macros to Automate Tasks

Higher Ed
In this video, you will learn how to use macros to automate tasks.
Instructional Video8:25
Curated Video

Microsoft Excel 2021365 - Beginner to Advanced - Creating a Linear Sales Forecast

Higher Ed
In this video, you will learn how to create a linear sales forecast.
Instructional Video4:48
Curated Video

Microsoft Excel 2021365 - Beginner to Advanced - The Power Query Editor

Higher Ed
In this video, we will explore the power query editor.
Instructional Video6:19
Curated Video

Microsoft Excel 2021365 - Beginner to Advanced - Using MEDIAN, MODE.SNGL, and MODE.MULT

Higher Ed
In this video, you will learn how to use MEDIAN, MODE.SNGL, and MODE.MULT.