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Recommender Systems with Machine Learning - Instructor Introduction
This video provides an introduction to the instructor in detail. You will look at the course’s structure and the things you will learn by the end of this course. This clip is from the chapter "Introduction" of the series "Recommender...
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Recommender Systems with Machine Learning - AI Sciences Introduction
This video provides an introduction to AI Sciences. This clip is from the chapter "Introduction" of the series "Recommender Systems with Machine Learning".This section provides an introduction to the course.
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Project: Conversational Chatbot Development with Machine Learning: Module Introduction
This is a brief introductory video regarding the concepts learned in this module, including preparing and developing the conversational chatbot project using the NLTK library. This clip is from the chapter "Basics of Chatbots with...
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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...
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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...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots
This video outlines what you will learn in the machine learning-based chatbots, including their architecture, purpose, Natural Language Toolkit, and rule-based chatbots with NLTK. We will work on a project with NLTK. This clip is from...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbots
Here, you will learn more about the concepts we will cover in the deep-learning-based chatbot. We will compare multiple chatbots. We will explore the framework for DL chatbots and develop a chatbot based on deep learning. This clip is...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Machine Learning: Section Summary
In this video, we will summarize our learning from this section. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will cover...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Machine Learning and Deep Learning: Future Topics
In this video, you will learn what other types of machine learning exist and some future topics that we can look forward to learning. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites -...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Comparing Different Machine Learning Models
In this video, we will understand how all machine learning interfaces are the same. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - All Data Is the Same
In this video, we will understand how all data is the same as all machine learning interfaces are the same. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Machine Learning Is Nothing but Geometry.
In this video, we will understand that machine learning is nothing but a geometry problem and see how it works for classification and regression. This clip is from the chapter "Machine Learning Basics" of the series "Data Science...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - What Is a Feature Vector?
In this video, you will learn about a feature vector. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will cover machine...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Regression in Code
In this video, we will practice all that we have learnt in the previous video about regression. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - What Is Regression?
In this video, we will understand what regression is. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will cover machine...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Classification in Code
In this video, we will practice all that we have learnt in the previous video about classification. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - What Is Classification?
In this video, we will understand classification. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will cover machine...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Machine Learning: Section Introduction
In this video, we will understand what machine learning is and the learning objective of this section. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Where to Learn More SciPy
In this video, we will summarize what we have learnt about SciPy and understand where it can be applied. This clip is from the chapter "SciPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Convolution
In this video, you will learn how to apply convolution to an image to create a blurring filter. This clip is from the chapter "SciPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section,...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Selecting Rows and Columns
In this video, you will learn how to select rows and columns from a data frame. 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...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Where to Learn More Matplotlib
In this video, we will understand from where we can learn more about Matplotlib. This clip is from the chapter "Matplotlib" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Plotting Images
In this video, you will learn how to plot images. This clip is from the chapter "Matplotlib" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will talk about Matplotlib.
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Introduction and Outline
In this video, we will get introduced to the course and understand the learning objective. This clip is from the chapter "Welcome and Logistics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".Welcome...