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Deep Learning - Convolutional Neural Networks with TensorFlow - CNNs for Text
In this video, we will understand how we can use CNNs for text sequences. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section,...
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Deep Learning - Convolutional Neural Networks with TensorFlow - What Is Convolution? (Part 2)
In this video, we will look at a new perspective on convolution to understand how it works. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
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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...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - SciPy Exercise
In this video, we will have a look at the SciPy exercise that needs to be resolved on our own. This clip is from the chapter "SciPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - PDF and CDF
In this video, you will learn how to calculate PDF and CDF under normal distribution. This clip is from the chapter "SciPy" 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 - SciPy Section Introduction
In this video, we will be introduced to SciPy and understand this section’s learning objective. 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 - Pandas Exercise
In this video, we will have a look at the Pandas exercise that needs to be resolved on our own. This clip is from the chapter "Pandas" 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 - Plotting with Pandas
In this video, you will learn how to plot with Pandas. 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 about Pandas.