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Let us begin by importing the modules.
Import the following modules:
import numpy as np
import pandas as pd
from matplotlib import pyplot as plt
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1 About the Project
2 Step 0 - Workflow
3 Step 1 - Import the Modules
4 Importing Modules
5 Step 2 - Load the Dataset
6 Loading the data
7 Step 3 - Filter YAHOO data
8 Filtering YAHOO data
9 Step 4 - Explore YAHOO Data
10 Exploring YAHOO data
11 Step 5 - Clean YAHOO Data
12 Setting the Index for the Data Frame
13 Setting the Frequency to Business Days
14 Getting the Dates of Missing Values
15 Filtering out the Holidays
16 Getting the Modified Data
17 Step 6 - Fill Missing Values
18 Filling the Missing Values
19 Step 7 - Visualize YAHOO Data
20 Visualizing YAHOO Data
21 Step 8 - Split the Data
22 Splitting the Data
23 Step 9 - Feature Scaling
24 Feature Scaling
25 Step 10 - Create the Datasets
26 Creating the Dataset
27 Step 11 - Build the Model
28 Building the Model
29 Step 12 - Evaluate the Model
30 Evaluating the Model Performance
31 Visualizing Loss vs Epochs
32 Visualizing Predictions vs Ground Truths
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