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. This clip is from the chapter "Multiple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's...
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. 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 cover multiple...
Instructional Video2:18
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Distribution of the Data

Higher Ed
In this video, you will learn distribution of the data. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover simple linear...
Instructional Video2:55
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Creating a Linear Regression Object

Higher Ed
In this video, you will learn how to create a linear regression object. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover...
Instructional Video1:36
Curated Video

Python for Machine Learning - The Complete Beginners Course - How Does Linear Regression Work?

Higher Ed
In this video, we will understand how linear regression works. This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover simple...
Instructional Video0:50
Curated Video

Python for Machine Learning - The Complete Beginners Course - Histogram Showing Number of Ratings

Higher Ed
In this video, you will learn how a histogram shows the number of ratings. This clip is from the chapter "Recommender System" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover the...
Instructional Video0:40
Curated Video

Python for Machine Learning - The Complete Beginners Course - Filtering Out Movies

Higher Ed
In this video, you will learn how to filter out movies. This clip is from the chapter "Recommender System" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover the recommender system.
Instructional Video1:34
Curated Video

Python for Machine Learning - The Complete Beginners Course - Elbow Method

Higher Ed
In this video, we will cover the elbow method. This clip is from the chapter "Clustering" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, you will learn about clustering.
Instructional Video1:36
Curated Video

Python for Machine Learning - The Complete Beginners Course - Defining the Classifier

Higher Ed
In this video, you will learn how to define the classifier. This clip is from the chapter "Clustering" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, you will learn about clustering.
Instructional Video4:17
Curated Video

Python for Machine Learning - The Complete Beginners Course - Anaconda Installation Windows Mac and Ubuntu

Higher Ed
In this video, we will work on Anaconda installation for Windows, Mac, and Ubuntu. This clip is from the chapter "Optional: Setting Up Python and ML Algorithms Implementation" of the series "Python for Machine Learning - The Complete...
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. This clip is from the chapter "Advanced Classification Techniques – Support Vector Machine" of the series "Practical Data Science Using Python".This section explains advanced...
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. This clip is from the chapter "Classification using decision trees" of the series "Practical Data Science Using Python".This section explains classification using decision trees.
Instructional Video4:11
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - RCNN

Higher Ed
This video explains the RCNN (Region-Based Convolutional Neural Network). This clip is from the chapter "YOLO" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on YOLO (You Only Live Once).
Instructional Video5:12
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Discriminative Versus Generative Learning

Higher Ed
This video demonstrates discriminative versus generative learning. 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...
Instructional Video2:25
Curated Video

Python for Machine Learning - The Complete Beginners Course - Logistic Regression Versus Linear Regression

Higher Ed
In this video, we will cover logistic regression versus linear regression. This clip is from the chapter "Classification Algorithms: Logistic Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In...
Instructional Video17:33
Curated Video

Practical Data Science using Python - Random Forest - Ensemble Techniques Bagging and Random Forest

Higher Ed
This video introduces you to ensemble techniques bagging and random forest. This clip is from the chapter "Ensemble Methods – Random Forest" of the series "Practical Data Science Using Python".This section explains classification using...
Instructional Video9:28
Curated Video

Practical Data Science using Python - Optimizing Classification Metrics

Higher Ed
This video explains optimizing classification metrics. This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
Instructional Video7:08
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Representational Power and Data Utilization Capacity of DNN

Higher Ed
This video explains about the representational power and data utilization capacity of DNN. 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 Video4:33
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. 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 cover...
Instructional Video6:14
Curated Video

AWS Certified Data Analytics Specialty 2021 - Hands-On! - Classification Models

Higher Ed
This video explains the various classification models in machine learning. This clip is from the chapter "Appendix-Machine Learning Topics for the Amazon Web Services (AWS) Certified Big Data Exam" of the series "AWS Certified Data...
Instructional Video10:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: Neuron and Perceptron

Higher Ed
In this video, we will cover Neuron and Perceptron. This clip is from the chapter "Deep learning: Artificial Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we...
Instructional Video2:55
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Multi-Class Classification

Higher Ed
In this video, you will learn about multi-class classification. This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper into deep...
Instructional Video3:57
Weatherthings

Weather Things: Man-Made Clouds

6th - 8th
Clouds manifest moisture condensed in the air. In this program they are appreciated and pondered. Clouds give clues to wind direction, humidity levels, weather patterns, and they just make pretty sights. We look at the basic type of...