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content/mooreslaw-tutorial.md

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@@ -21,8 +21,7 @@ _The number of transistors reported per a given chip plotted on a log scale in t
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In 1965, engineer Gordon Moore
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[predicted](https://en.wikipedia.org/wiki/Moore%27s_law) that
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transistors on a chip would double every two years in the coming decade
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[[1](https://en.wikipedia.org/wiki/Moore%27s_law),
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[2](https://www.intel.com/content/www/us/en/newsroom/resources/moores-law.html)].
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[[1](https://en.wikipedia.org/wiki/Moore%27s_law)].
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You'll compare Moore's prediction against actual transistor counts in
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the 53 years following his prediction. You will determine the best-fit constants to describe the exponential growth of transistors on semiconductors compared to Moore's Law.
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@@ -130,7 +129,7 @@ print("This is x{:.2f} more transistors than 1971".format(ML_1973 / ML_1971))
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Now, make a prediction based upon the historical data for
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semiconductors per chip. The [Transistor Count
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\[4\]](https://en.wikipedia.org/wiki/Transistor_count#Microprocessors)
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\[3\]](https://en.wikipedia.org/wiki/Transistor_count#Microprocessors)
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each year is in the `transistor_data.csv` file. Before loading a \*.csv
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file into a NumPy array, its a good idea to inspect the structure of the
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file first. Then, locate the columns of interest and save them to a
@@ -520,7 +519,7 @@ double every two years from 1965 through 1975, but the average growth
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has maintained a consistent increase of $\times 1.98 \pm 0.01$ every two
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years from 1971 through 2019. In 2015, Moore revised his prediction to
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say Moore's law should hold until 2025.
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[[3](https://spectrum.ieee.org/computing/hardware/gordon-moore-the-man-whose-name-means-progress)].
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[[2](https://spectrum.ieee.org/computing/hardware/gordon-moore-the-man-whose-name-means-progress)].
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You can share these results as a zipped NumPy array file,
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`mooreslaw_regression.npz`, or as another csv,
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`mooreslaw_regression.csv`. The amazing progress in semiconductor
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## References
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1. ["Moore's Law." Wikipedia article. Accessed Oct. 1, 2020.](https://en.wikipedia.org/wiki/Moore%27s_law)
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2. [Moore, Gordon E. (1965-04-19). "Cramming more components onto integrated circuits". intel.com. Electronics Magazine. Retrieved April 1, 2020.](https://newsroom.intel.com/wp-content/uploads/sites/11/2018/05/moores-law-electronics.pdf)
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3. [Courtland, Rachel. "Gordon Moore: The Man Whose Name Means Progress." IEEE Spectrum. 30 Mar. 2015.](https://spectrum.ieee.org/computing/hardware/gordon-moore-the-man-whose-name-means-progress).
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4. ["Transistor Count." Wikipedia article. Accessed Oct. 1, 2020.](https://en.wikipedia.org/wiki/Transistor_count#Microprocessors)
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2. [Courtland, Rachel. "Gordon Moore: The Man Whose Name Means Progress." IEEE Spectrum. 30 Mar. 2015.](https://spectrum.ieee.org/computing/hardware/gordon-moore-the-man-whose-name-means-progress).
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3. ["Transistor Count." Wikipedia article. Accessed Oct. 1, 2020.](https://en.wikipedia.org/wiki/Transistor_count#Microprocessors)

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