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Deep Learning - Recurrent Neural Networks with TensorFlow - GRU and LSTM (Part 1)
In this video, you will learn about modern RNN units called GRU. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks with...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Paying Attention to Shapes
In this video, we will work on shapes in RNN. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks with TensorFlow".In this section, we...
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Deep Learning - Recurrent Neural Networks with TensorFlow - RNN for Time Series Prediction
In this video, we will do the same forecasting exercise that we did with an autoregressive liner model, but with a simple RNN instead. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of...
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Deep Learning - Recurrent Neural Networks with TensorFlow - RNN Code Preparation
In this video, we will understand how to write code in TensorFlow 2 for a simple RNN. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Recurrent Neural Networks (Elman Unit Part 2)
In this video, you will learn how to use the simple RNN to solve many-to-one tasks and many-to-many problems. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning -...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Recurrent Neural Networks (Elman Unit Part 1)
In this video, we will get introduced to simple recurrent neural networks also called as Elman Unit. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning -...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Proof That the Linear Model Works
In this video, you will learn how the linear model is about to forecast for a sine wave. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Autoregressive Linear Model for Time Series Prediction
In this video, we will dive into coding and learn about the autoregressive linear model for time series prediction. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Forecasting
In this video, we will discuss about forecasting. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks with TensorFlow".In this section,...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Sequence Data
In this video, you will learn about sequence data. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks with TensorFlow".In this...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Outline
In this video, we will understand the course learning approach and what is required to start with this course. Then we will also understand what is covered in this course. This clip is from the chapter "Welcome" of the series "Deep...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Introduction
In this video, we will get introduced to recurrent neural networks and understand the course learning objective. This clip is from the chapter "Welcome" of the series "Deep Learning - Recurrent Neural Networks with TensorFlow".Welcome to...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet Section Summary
In this video, we will summarize what we have learnt in this section. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we will...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - (The Dangers of) Prophet for Stock Price Prediction
In this video, we will work with Prophet for stock price prediction. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we will explore...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet: Multiplicative Seasonality, Outliers, Non-Daily Data
In this video, we will work on multiplicative seasonality, outliers, and non-daily data with Prophet. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Changepoint Detection
In this video, you will learn how to detect changepoint with Prophet. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we will...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Cross-Validation
In this video, you will learn how to do cross-validation with Prophet. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we will...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Holidays and Exogenous Regressors
In this video, you will learn how to add holidays and exogenous regressors to our data. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Fit, Forecast, Plot
In this video, you will learn how to fit, forecast, and plot our data. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we will...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Data Preparation
In this video, we will work on data preparation with Prophet. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we will explore...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet: Code Preparation
In this video, we will go through the code structure for Prophet. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we will explore...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - How Does Prophet Work?
In this video, we will understand concepts behind Facebook Prophet and understand how it works. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Suggestion Box
In this video, we will take a look at the suggestion box where we can add feedback for this course. This clip is from the chapter "Time Series Basics" of the series "Data Science - Time Series Forecasting with Facebook Prophet in...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Walk-Forward Validation
In this video, we will discuss the concept of walk-forward validation. This clip is from the chapter "Time Series Basics" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we will...