Forwarded from DLeX: AI Python (Farzad)
Introduction_to_Descriptive_Statistics.pdf
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مقدمه ای بر آمار توصیفی و احتمال برای علم داده
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Forwarded from DLeX: AI Python (Farzad)
منابع رایگان آموزش علم داده DataScience
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Forwarded from AI, Python, Cognitive Neuroscience (Farzad)
Machine ignoring = underfitting
Machine learning = optimal fitting
Machine memorization = overfitting
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❇️ @AI_Python_EN
Machine learning = optimal fitting
Machine memorization = overfitting
#datascience #machinelearning
❇️ @AI_Python_EN
Want to impress investors, say you work in AI.
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Don't want to be laughed at by your peers, say you do machine learning.
Whatever you say, from sklearn import linear_model.
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@pythonicAi
Want to impress employers, say you work in data science.
Want to impress hipsters, say you work in machine intelligence.
Want to impress IBM recruiters, say you work in cognitive computing.
Don't want to be laughed at by your peers, say you do machine learning.
Whatever you say, from sklearn import linear_model.
#machinelearning #datascience #artificialintelligence
@pythonicAi
Forwarded from AI, Python, Cognitive Neuroscience (Farzad 🦅)
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4. Fundamentals of Regression Analysis: https://lnkd.in/fnEDP78
5. Getting started with Decision Trees: https://bit.ly/2PuZRFB
6. Introduction to Neural Networks: https://lnkd.in/fYUnsYQ
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1⃣ CS109 Data Science
2⃣ Data Science Essentials
3⃣ Learning From Data from California Institute of Technology
4⃣ Mathematics for Machine Learning by University of California, Berkeley
5⃣ Foundations of Data Science by Avrim Blum, John Hopcroft, and Ravindran Kannan
6⃣ Python Data Science Handbook
7⃣ CS 221 ― Artificial Intelligence
8⃣ Ten Lectures and Forty-Two Open Problems in the Mathematics of Data Science
9⃣ Python for Data Analysis by Boston University
🔟 Data Mining by University of Buffalo
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@pythonicAi
cs109.github.io
Class Material