Curated Video
Deep Learning - Crash Course 2023 - Moving from Shallow Learning to Deep Learning
In this video, we will be introduced to shallow learning. This clip is from the chapter "Applying Deep Learning" of the series "Deep Learning - Crash Course 2023".In this section, you will learn how to implement deep learning on common...
Curated Video
Deep Learning - Crash Course 2023 - Summary-2
In this video, we will summarize the key concepts covered in the section and prepare for the next section of the course. This clip is from the chapter "Deep Learning with TensorFlow 2.x" of the series "Deep Learning - Crash Course...
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Deep Learning - Crash Course 2023 - Training Evaluation
In this video, we will evaluate the performance of the trained neural network using various performance metrics and techniques. This clip is from the chapter "Deep Learning with TensorFlow 2.x" of the series "Deep Learning - Crash Course...
Curated Video
Deep Learning - Crash Course 2023 - Linear Separation of Data
In this video, we will write a program in Python to understand linear separation of data. This clip is from the chapter "Deep Neural Networks" of the series "Deep Learning - Crash Course 2023".In this section, we will try to understand...
Curated Video
Deep Learning - Crash Course 2023 - Class Sigmoid
In this video, we will dive into the implementation of a class for the Sigmoid activation function. You will also get an assignment to further solidify your understanding of Sigmoid. This clip is from the chapter "Sigmoid Neuron...
Curated Video
Deep Learning - Crash Course 2023 - Visualize the Accuracy with Epochs
In this video, you will learn how to use graphs to visualize the accuracy of your deep learning model with increasing epochs. You will also be given an assignment to test your understanding. This clip is from the chapter "Perceptron in...
Curated Video
Deep Learning - Crash Course 2023 - Perceptron in Python
In this video, we will work on programming our Perceptron model in Python. This clip is from the chapter "Perceptron in Python" of the series "Deep Learning - Crash Course 2023".In this section, you will learn about Perceptron in Python.
Curated Video
Deep Learning - Crash Course 2023 - MP Neuron Class
In this video, we will walk through the process of creating our own MP Neuron class in Python from scratch. By the end of this section, you will have a solid understanding of how to implement this fundamental concept in deep learning....
Curated Video
Deep Learning - Crash Course 2023 - MP Neuron in Python
In this video, we will work on our MP Neuron model to predict the output of the given dataset. This clip is from the chapter "MP Neuron in Python" of the series "Deep Learning - Crash Course 2023".In this section, you will learn how to...
Curated Video
Advanced Chatbots with Deep Learning and Python - Predictions
After checking our model for accuracy, we will make predictions of our results from the model we created. We will visualize the predictions using the test data.
Curated Video
Advanced Chatbots with Deep Learning and Python - Model Completion
In this video, after training and testing the data, querying the questions, and obtaining responses, we are now at model completion with compiling the questions and responses to check for accuracy.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Quality of Recommender System
In this lesson, we will look at the quality of recommender systems through inferred preferences and ways to collect user opinions.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Deep Learning Foundation for Recommender Systems: Inference After Training
In this video, you will learn about the inference mechanisms for generic recommender systems, including training the system to capture information to make recommendations.
Healthcare Triage
Is ChatGPT Nicer than Your Doctor?
Is the ChatGPT artificial intelligence chatbot more empathetic than your doctor? And does it deliver higher quality information? A recent study suggest that might be the case. At first glance we figured, sure, a chatbot never gets bored...
Healthcare Triage
Debunking and Prebunking: How to Fight Misinformation
It’s the final episode of our three-part series on health misinformation, and we want to spend these few minutes with you talking more about the best strategies for countering misinformation and how we can best deal with misinformation...
Curated Video
Deep Learning - Artificial Neural Networks with Tensorflow - ANN for Image Classification
In this video, we will work on image classification with the MNIST dataset. This clip is from the chapter "Feedforward Artificial Neural Networks" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this...
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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...
Curated Video
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...
Curated Video
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...
Curated Video
Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 2)
In this video, we will dive into action and look at codes for transfer learning without data augmentation. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks...
Curated Video
Deep Learning - Convolutional Neural Networks with TensorFlow - Text Classification with CNNs
In this video, we will move into action and work on text classification with CNNs. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
Curated Video
Deep Learning - Convolutional Neural Networks with TensorFlow - Improving CIFAR-10 Results
In this video, you will learn how to improve CIFAR-10 results using data augmentation and batch normalization. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural...
Curated Video
Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for CIFAR-10
In this video, we will work on image classification with the CIFAR-10 dataset. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
Curated Video
Recommender Systems: An Applied Approach using Deep Learning - Inference after Training
In this lecture, you will learn how to deploy the model as a service to infer the likelihood of new interactions. This clip is from the chapter "Deep Learning Foundation for Recommender Systems" of the series "Recommender Systems: An...