Curated Video
Project-Based Learning: How It Works and Why It’s So Effective
The video is about project-based learning (PBL), which is described as a powerful way to learn new things and remember them for a long time. The video also provides an example of a shy 19-year-old student named Jane who wanted to move...
Brainwaves Video Anthology
Kurt Squire - Game-Based Learning
Kurt Squire is a professor at the University of Wisconsin-Madison in the Educational Communications and Technology division of Curriculum and Instruction and a research scientist a the Academic Advanced Distributed Learning Co-Lab....
Brainwaves Video Anthology
Sylvia Martinez - Invent to Learn Making, Tinkering, and Engineering in the Classroom
Sylvia works in schools around the world to bring the power of authentic learning into classrooms, particularly in Science, Technology, Engineering, and Math (STEM) subjects. Sylvia speaks, writes, and advocates for student-centered,...
Science360
WOMEN'S HISTORY MONTH: LAUREN BIRNEY IS GETTING URBAN MIDDLE SCHOOL STUDENTS HANDS-ON EXPERIENCE IN RESTORING OYSTER HABITATS IN NEW YORK HARBOR
Research consistently shows that children who have opportunities to actively investigate natural settings and engage in problem-based learning greatly benefit from the experiences. They gain skills, interests, knowledge, aspirations and...
Brainwaves Video Anthology
Elizabeth Watts Bromery - Teachers Make a Difference - Leon and Jean Watts
Elizabeth Watts Bromery, an English Professor at Broward County Public Schools, Florida, became an educator in 1990 as her parents raised her to equate education with social justice. She chose teaching to empower students to make...
Brainwaves Video Anthology
Elizabeth Watts Bromery - Teaching in the Global Pandemic - USA
Elizabeth Watts Bromery, an English Professor at Broward County Public Schools, Florida, became an educator in 1990 as her parents raised her to equate education with social justice. She chose teaching to empower students to make...
Brainwaves Video Anthology
Ron Berger - The Quality of Student Work
Ron Berger is Chief Academic Officer for EL Education. EL Education guides a network of over 150 public schools in more than 30 states – an organization that partners with districts and charter boards to found public schools in...
Brainwaves Video Anthology
Daniel Martinez HoSang - Anti-Racist Teaching and Learning
Daniel Martinez HoSang is Professor of Ethnicity Race and Migration and American Studies and holds a secondary appointment in the Department of Political Science and serves on the Education Studies Advisory Committee. His most recent...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Module Introduction
Let's look at the different concepts you will be learning in this specific module that focuses entirely on machine learning-based chatbots, including purpose, and finally, work on a project at the end. This clip is from the chapter...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Module Overview
In this video, we will outline the concepts, including the general architecture of machine learning, the purpose of chatbots, the Natural Language Toolkit (NLTK), and developing a rule-based chatbot using NLTK. This clip is from the...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Overview of Chatbots: Rule-Based Chatbots
Let's understand what rule-based chatbots are and their mechanism of functioning in detail. Here, certain rules or criteria are provided as support to the chatbots and the tasks performed, and the responses are based on those rules. This...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Local Search and Wikipedia Search
In this lesson, you will learn how to conduct a local search versus a Wikipedia search. We will generate results based on the responses from the Wikipedia search and the local search. This clip is from the chapter "Basics of Chatbots...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Rule-Based Chatbots
This video overviews the steps in developing rule-based chatbots, including installing the package, inputting data, adding word tokens, lemmatizing, and response generation. This clip is from the chapter "Basics of Chatbots with Machine...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Bot Finishing
After setting all elements of the chatbot, we will complete the bot by inputting queries and data and receiving responses from the chatbot based on the question placed. This clip is from the chapter "Basics of Chatbots with Machine...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Generate Response
We will import two libraries, tfidf, and cosine_similarity, and then use the TF-IDF vectorizer to generate chatbot responses based on the query input. This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: ML-Enabled Features
In this lesson, we will explore the enabling features of a machine learning-based chatbot, including scaling operations, task automation, user engagement, social media interaction, multilingual models, and connectivity. This clip is from...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Developing Results
We will now test the chatbot for response generation and verify that the chatbot is working perfectly. We will assess the results based on the data input and the response. This clip is from the chapter "Basics of Chatbots with Machine...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Data Input
In this lesson, we will begin inputting the data that we will use for our rule-based chatbot. This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of the series "Chatbots for Beginners: A Complete Guide to...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Overview of Chatbots: Self-Learning Chatbots
Here, we will understand self-learning chatbots, which, as suggested, means that the chatbots can learn independently. The chatbot asks a series of queries and stores the responses before deciding on an action based on the responses....
Brainwaves Video Anthology
Lucien Vattel - Learning Through the Heart
Lucien Vattel is a leader and visionary in educational game development, research, and curriculum, and a designer and producer of over a dozen distributed educational games with over 14 years of experience on a wide variety of projects...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - RNN Architecture: Fixed Length Memory Model Exercise Solution Part 02
In this video, we will cover fixed length memory model exercise solution part 02. This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects)...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Wiki Search
In this video, you will learn how to search Wikipedia. We will define a function to input data and obtain a response from the Wikipedia_data input we created. This clip is from the chapter "Basics of Chatbots with Machine Learning and...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Response Generation
In this video, we will define a generateResponse() function and define the expected user response from the chatbot. This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of the series "Chatbots for...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Chatbot Greets
After creating the word tokens, removing the tags, and lemmatizing the words, we will make the chatbot's welcome responses or welcome inputs. This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of the...