🗣️ Presenting COVID-19 Data Visualization Project with Bokeh (Part 1)
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In this tutorial series, you will learn how to use public datasets and Python libraries such as GeoPandas, Pandas and Bokeh!
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In this tutorial series, you will learn how to use public datasets and Python libraries such as GeoPandas, Pandas and Bokeh!
🗣️ Presenting COVID-19 Data Visualization Project with Bokeh (Part 2)
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In this part, you’re going to use the world diagram from the previous part and color code it based on COVID-19 total cases.
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In this part, you’re going to use the world diagram from the previous part and color code it based on COVID-19 total cases.
🗣️ SWIPE FOR DEMO
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Last Part of COVID-19 Data Visualization Project with Bokeh 😍
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In this part, you’re going to add a slider to browse through the dates and make it an interactive demo
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Last Part of COVID-19 Data Visualization Project with Bokeh 😍
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In this part, you’re going to add a slider to browse through the dates and make it an interactive demo
NumPy is one of my favorite packages. It’s one of the most powerful numeric packages available on any programming languages..Tied with Python, it makes for a quick script fiddling with a lot of numbers..Did you know that you could develop your machine learning algorithms in NumPy? That’s how I initially learned to implement my AI algorithms..Btw, does anyone have the answer to guru’s question in the last line of code? 🤔
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👨💻#NumPy
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👨💻#NumPy
Let’s continue our NumPy discussion, shall we? 👍 .
I found NumPy’s matmul and multiply confusing when I was starting out, so why not compare them in a post?
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matmul is the equivalent of the dot product between two matrices, where the last dimension of the first matrix has to be equal to the first dimension of the second matrix. Easy, right? 💪
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On the other hand, multiply is the convenient operation of taking two same size matrices and multiplying them element wise. This will come in handy when we talk about building deep neural nets 🔜
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Don’t forget to swipe to see the code examples ‼️‼️
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Question: NumPy has another operation called “dot” 🤯 what do you think that does (hint is in this post)
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👨💻#NumPy
I found NumPy’s matmul and multiply confusing when I was starting out, so why not compare them in a post?
.
matmul is the equivalent of the dot product between two matrices, where the last dimension of the first matrix has to be equal to the first dimension of the second matrix. Easy, right? 💪
.
On the other hand, multiply is the convenient operation of taking two same size matrices and multiplying them element wise. This will come in handy when we talk about building deep neural nets 🔜
.
Don’t forget to swipe to see the code examples ‼️‼️
.
Question: NumPy has another operation called “dot” 🤯 what do you think that does (hint is in this post)
.
👨💻#NumPy