Packt
Histogram with Single Feature
This video showcases histogram with a single feature. 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...
Packt
Area Plots in Data Analysis
This video explains how to plot areas using data analysis. 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...
Packt
Data Visualization with Customized Features Selection
This video demonstrates data visualization with customized features selection. 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...
Packt
Data Visualization with Multiple Time Series Features
This video explains data visualization with multiple 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...
Packt
Basic Data Visualization with Single Time Series Feature
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...
Packt
GRU Models
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...
Packt
Stationarity Check
This video will do the stationarity check on your data. 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...
Packt
Quiz Solution
This is a solution video of the quiz on machine learning in time series forecasting. This clip is from the chapter "Machine Learning in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using...
Packt
Quiz
This is a quiz video on machine learning in time series forecasting. 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...
Packt
Quiz Solution
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...
Curated Video
ChatGPT Voice-Powered Chatbot Build with React and FastAPI - Tech Stack - Backend
In this video, we will cover the backend tech stack and tools that we will be using for the project. You will learn about FastAPI and how to set up a backend server. We will discuss the OpenAI API and how we will use it to integrate AI...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Launch EC2 Instance
In this video, we will demonstrate how to launch an AWS EC2 instance for deploying your trading bot. You will learn how to select the appropriate instance type, configure the instance settings, and launch the EC2 instance. This step is...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Bot Improvements and Next Steps
In this video, we will delve into various improvements and next steps you can take with your trading bot. You will receive valuable insights on enhancing your bot's strategies, implementing additional features, and adapting to changing...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Full Automation with CRON
In this video, we will explore how to achieve full automation of your trading bot on AWS using CRON. You will learn how to schedule bot execution at specific times, automate periodic updates, and configure CRON jobs within the AWS...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Manage Exits - Part 1
In this video, we will cover the first part of managing exits in your trading bot. You will learn about different exit strategies, including profit targets, stop-loss levels, and trailing stops. We will discuss the implementation of...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Open Trades - Trade Trigger Logic
In this video, we will discuss the trade trigger logic for opening trades in your bot. You will learn how to define the conditions and criteria for entering trades based on price differentials, cointegration signals, and other factors....
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - BotAgent Class - Completion
In this video, we will complete the implementation of the BotAgent class in your trading bot. Building upon the previous video, you will learn how to add the necessary methods and functions to enable trade execution, position monitoring,...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Construct Market Prices - Completion
In this video, we will complete the construction of market prices for our trading bot. Building upon the previous video, you will learn how to process and analyze the gathered market data, calculate price differentials, and create a...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - All Positions Function - Part 1
In this video, we will begin implementing the close all positions function for our trading bot. You will learn the logic and steps required to abort all open positions on the DYDX platform. This clip is from the chapter "Bot Build -...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Making Code Updates
In this video, we will demonstrate how to make code updates to your trading bot deployed on AWS. You will learn how to transfer updated code to the EC2 instance, restart the bot, and observe the changes in its behavior. This process...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Download and Test Bot
In this video, we will guide you through the steps of downloading your trading bot code onto the AWS EC2 instance and testing its functionality. You will learn how to transfer your codebase to the EC2 instance, execute the bot, and...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Connect to EC2 and Install Python
In this video, we will show you how to connect to your AWS EC2 instance and install Python. You will learn how to establish a remote connection using SSH, access the EC2 instance's command-line interface, and install Python to prepare...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Create Security Group
In this video, we will guide you through the process of creating a security group for your AWS EC2 instance. You will learn how to define inbound and outbound rules to ensure secure communication and access to your trading bot. Creating...
Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - AWS EC2 - Plan of Attack
In this video, we will outline the plan of attack for deploying your trading bot on an AWS EC2 (Elastic Compute Cloud) instance. You will gain a clear understanding of the steps involved, from creating a security group to launching the...