Part 17-Logistic regression model in machine learning

Chapters: 0:00 Logistic regression, big picture 2:23 the road map 3:45 What is classification? 11:40 Linear probability model (LPM) vs logistic regression model. 20:05 Sigmoid mapping function 22:38 Logistic regression, the model 25:50 the decision boundary In this crash course, I will be reviewing the basics and fundamental concepts of machine learning and its applications in finance. For watching my full lecture videos and applications of machine learning using Python, please check out the "Machine Learning in finance-2021" playlist on my channel. All the codes and slides are available on my GitHub account. Cheers, Pedram

Part 18-Logistic regression objective function and MLE
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Part 18-Logistic regression objective function and MLE

Support Vector Machines Part 1 (of 3): Main Ideas!!!
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Support Vector Machines Part 1 (of 3): Main Ideas!!!

Chris Fonnesbeck - Flexible Statistical Modeling | Pydata London 26
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Chris Fonnesbeck - Flexible Statistical Modeling | Pydata London 26

Logistic Regression - VISUALIZED!
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Logistic Regression - VISUALIZED!

Mathematical and Numerical Investigation of a Fractional Stochastic Model for COVID 19 Propagation
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Mathematical and Numerical Investigation of a Fractional Stochastic Model for COVID 19 Propagation

Time-Series Data prep for ML & DL: Single and Multi-Output Forecasting! (forecasting market returns)
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Time-Series Data prep for ML & DL: Single and Multi-Output Forecasting! (forecasting market returns)

Most Ridiculous Worker Mistakes Caught on Camera
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Most Ridiculous Worker Mistakes Caught on Camera

#32 Logistic Regression | Machine Learning for Engineering & Science Applications
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#32 Logistic Regression | Machine Learning for Engineering & Science Applications

MIT Just Revealed the AI Bubble's Fatal Flaw
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MIT Just Revealed the AI Bubble's Fatal Flaw

The French Do Not Care About Work
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The French Do Not Care About Work

MAMBA and State Space Models explained | SSM explained
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MAMBA and State Space Models explained | SSM explained

How Massive Aircraft Engines Are Mass Produced Inside Complex Assembly Factory
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How Massive Aircraft Engines Are Mass Produced Inside Complex Assembly Factory

JANITOR vs THE BIGGEST GUYS IN THE GYM. They Didn’t Expect THAT
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JANITOR vs THE BIGGEST GUYS IN THE GYM. They Didn’t Expect THAT

Locally Weighted & Logistic Regression | Stanford CS229: Machine Learning - Lecture 3 (Autumn 2018)
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Locally Weighted & Logistic Regression | Stanford CS229: Machine Learning - Lecture 3 (Autumn 2018)

Part 1-Machine Learning vs Statistical Learning (the big picture)
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Part 1-Machine Learning vs Statistical Learning (the big picture)

You Know This Song (but the Orchestra Doesn’t) | Jacob Collier & VSO School of Music Orchestra | TED
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You Know This Song (but the Orchestra Doesn’t) | Jacob Collier & VSO School of Music Orchestra | TED

Lecture 3 (Part 1) - Linear Classification with Logistic Regression - Machine Learning Course
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Lecture 3 (Part 1) - Linear Classification with Logistic Regression - Machine Learning Course

Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn
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Linear Regression Analysis | Linear Regression in Python | Machine Learning Algorithms | Simplilearn

Unbelievable Smart Worker & Hilarious Fails | Construction Compilation #7 #adamrose #smartworkers
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Unbelievable Smart Worker & Hilarious Fails | Construction Compilation #7 #adamrose #smartworkers

Stanford CS229: Machine Learning - Linear Regression and Gradient Descent |  Lecture 2 (Autumn 2018)
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Stanford CS229: Machine Learning - Linear Regression and Gradient Descent | Lecture 2 (Autumn 2018)