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Deep Learning - Artificial Neural Networks with Tensorflow - Making Predictions
In this video, we will be talking about another important part of creating a model, which is making predictions. This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with...
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Deep Learning - Artificial Neural Networks with Tensorflow - How Does a Model "Learn"?
In this video, we will understand how a model "learns". This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we will cover a crash course...
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Deep Learning - Artificial Neural Networks with Tensorflow - Regression Notebook
In this video, we will understand linear regression by proving the Mosse law true. This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section,...
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Deep Learning - Artificial Neural Networks with Tensorflow - Code Preparation (Regression Theory)
In this video, we will take a crash course in linear regression for TensorFlow 2.0. This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section,...
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Deep Learning - Artificial Neural Networks with Tensorflow - Classification Notebook
In this video, we will understand linear classification with the help of breast cancer dataset example. This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with...
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Deep Learning - Artificial 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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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: 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 - 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...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - The Naive Forecast and the Importance of Baselines
In this video, we will discuss baselines and naïve forecast. 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 talk about...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - Time Series Basics Section Introduction
In this video, we will get introduced to time series and understand some basics. 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,...
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Data Science - Time Series Forecasting with Facebook Prophet in Python - 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 "Data...
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Deep Learning - Convolutional 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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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Where to Learn More Pandas
In this video, we will understand from where we can learn more about Pandas. This clip is from the chapter "Pandas" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will talk about...
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PowerShell for Automating Administration - Preparing Pull_Repos_and_Execute Script
This video demonstrates remote script execution architecture. If you don't want to copy the scripts to the server each time and want to fully automate it using PowerShell, then this video will be of great help. This clip is from the...
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PowerShell for Automating Administration - Code Enhancements - Logging
This video demonstrates code enhancements. Here, you will be using the logging module using PowerShell. This clip is from the chapter "Report Consolidation and Code Enhancement" of the series "PowerShell for Automating...
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PowerShell for Automating Administration - Report Consolidation – Script Overview
This video explains the report consolidation script. Here, you will be looking at implementing the script using PowerShell. This clip is from the chapter "Report Consolidation and Code Enhancement" of the series "PowerShell for...
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PowerShell for Automating Administration - Report Consolidation – Template Overview
This video explains the report consolidation script. Here, you will be looking at an overview of the template. This clip is from the chapter "Report Consolidation and Code Enhancement" of the series "PowerShell for Automating...
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PowerShell for Automating Administration - Validation Functions Discussion – Part 2
This is the second of the two-part video that focuses on the validation functions. Here, you will be studying these functions: Validate-WebService, Validate-AppService, Validate-IIS, Validate-SQLDatabase, and Validate-AppVersion. This...
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PowerShell for Automating Administration - Validation Functions Discussion – Part 1
This is the first of the two-part video that focuses on the validation functions. Here, you will be studying these functions: Validate-SysInfo, Validate-URL, Validate-TopMemoryConsumingProcesses, Validate-DisktHealth, and...
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PowerShell for Automating Administration - Code Changes to be able to execute Scripts Centrally
In this video, you will see what changes we can make in our application and system validation scripts to be able to put the scripts on a remote server; and we never have to login into the remote server at all, be it for executing the...
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PowerShell for Automating Administration - Lab Setup Guide
This video is a guide to the lab setup where you will understand the architecture of the simple application. This clip is from the chapter "Lab Setup" of the series "PowerShell for Automating Administration".This section focuses on the...