Instructional Video3:52
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Exploring the Dataset

Higher Ed
In this video, we will first explore our dataset, then learn how to import and read our dataset in Python.
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This clip is from the chapter "Multiple Linear Regression" of the series "Python for Machine Learning - The Complete...
Instructional Video4:46
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Encoding Categorical Data - Multiple Linear Regression

Higher Ed
In this video, you will learn how to encode categorical data.
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This clip is from the chapter "Multiple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
Instructional Video14:46
Curated Video

Practical Data Science using Python - Logistic Regression Introduction

Higher Ed
This video introduces you to logistic regression.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video18:55
Curated Video

Practical Data Science using Python - Linear Regression Data Preparation and Analysis 3

Higher Ed
This video explains the train-rest split and feature scaling.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video14:24
Curated Video

Practical Data Science using Python - Linear Regression Car Price Prediction

Higher Ed
This video explains linear regression car price prediction.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video16:27
Curated Video

Practical Data Science using Python - EDA Tools and Processes

Higher Ed
This video explains EDA tools and processes.<br<br/>/>

This clip is from the chapter "Exploratory Data Analysis (EDA)" of the series "Practical Data Science Using Python".This section explains Exploratory Data Analysis.
Instructional Video3:42
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Training DNN Animation

Higher Ed
This video talks about training DNN animation.
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This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the overview of...
Instructional Video3:51
Curated Video

Python for Deep Learning - Build Neural Networks in Python - Training and Test Sets: Splitting Data

Higher Ed
In this video, we will be working on splitting the data with training and test sets.
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This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in...
Instructional Video1:19
Curated Video

Python for Deep Learning - Build Neural Networks in Python - Exploring the Dataset

Higher Ed
In this video, you will learn how to explore the dataset.
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This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, you will...
Instructional Video17:57
Curated Video

Practical Data Science using Python - Decision Tree - Iris Dataset Case Study

Higher Ed
This video explains decision tree - Iris Dataset case study.
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This clip is from the chapter "Classification using decision trees" of the series "Practical Data Science Using Python".This section explains classification using...
Instructional Video18:28
Curated Video

Practical Data Science using Python - Support Vector Machine Concepts

Higher Ed
This video introduces you to Support Vector Machine concepts.
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This clip is from the chapter "Advanced Classification Techniques – Support Vector Machine" of the series "Practical Data Science Using Python".This section...
Instructional Video20:47
Curated Video

Practical Data Science using Python - Random Forest Steps Pruning and Optimization

Higher Ed
This video explains random forest steps pruning and optimization.
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This clip is from the chapter "Ensemble Methods – Random Forest" of the series "Practical Data Science Using Python".This section explains classification using...
Instructional Video14:32
Curated Video

Practical Data Science using Python - Principal Component Analysis Practical

Higher Ed
This video demonstrates PCA using Python.<br<br/>/>

This clip is from the chapter "Dimensionality Reduction Using PCA" of the series "Practical Data Science Using Python".This section explains dimensionality reduction using PCA.
Instructional Video5:55
Curated Video

Machine Learning Random Forest with Python from Scratch - Introduction to the Final Project

Higher Ed
In this video, we will discuss our final project, which classifies the titanic dataset using Random Forest.
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This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python...
Instructional Video8:06
Curated Video

Machine Learning Random Forest with Python from Scratch - Information Gain

Higher Ed
In this video, we will define columns for questioning and determine how much information can be gained by splitting a column.
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This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random...
Instructional Video9:39
Curated Video

Selenium WebDriver Advanced - Industry Standard Framework - How to Manage Test Data in Excel File

Higher Ed
This video explains how to manage test data in an Excel file.
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This clip is from the chapter "Data-Driven Testing" of the series "Selenium WebDriver Advanced - Industry Standard Framework".In this section, you will learn about...
Instructional Video7:01
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - DNN Gradient Descent Stochastic Batch Minibatch

Higher Ed
This video explains about the gradient descent Stochastic Batch Minibatch.
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This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This...
Instructional Video4:43
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Setting Up Environment

Higher Ed
This video explains setting up the environment.<br<br/>/>

This clip is from the chapter "Trading Bot RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the Trading Bot RL.
Instructional Video10:07
Curated Video

Machine Learning Random Forest with Python from Scratch - Accuracy and Error - Random Forest Step-by-Step

Higher Ed
In this video, you will learn to implement the accuracy method to help determine our model's performance.
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This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python...
Instructional Video13:53
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Machine Learning Models and Optimization: Machine Learning Model 2

Higher Ed
In this video, we will cover machine learning model 2.
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This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
Instructional Video4:33
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Machine Learning Methods: Clustering

Higher Ed
In this video, we will cover clustering.
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This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we will...
Instructional Video3:54
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Transfer Learning: ImageNet Challenge

Higher Ed
In this video, we will cover ImageNet challenge.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
Instructional Video22:55
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Random Variables: Random Variables in Real Datasets

Higher Ed
In this video, we will cover random variables in real datasets.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory...
Instructional Video7:47
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Project I_ Book Writer: Modelling RNN Model Training

Higher Ed
In this video, we will cover modelling RNN model training.
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This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...