Machine Learning Coding Interview Questions


Your Instructor


Alexandra Kropf
Alexandra Kropf

Alexandra Kropf is Mammoth Interactive's CLO and a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.

Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.

Over 12 years, Mammoth Interactive has built a global student community with 4 million courses sold. Mammoth Interactive has released over 350 courses and 3,500 hours of video content.

Founder and CEO John Bura has been programming since 1997 and teaching since 2002. John has created top-selling applications for iOS, Xbox and more. John also runs SaaS company Devonian Apps, building efficiency-minded software for technology workers like you.


Course Curriculum


  00 Question Overview
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  01 (Prerequisite) Introduction to Machine Learning
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  02 (Prerequisite) Introduction to Python
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  (Pre-requisitie) Pandas
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  02 Perform exploratory data analysis
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  03 Transform categorical variables
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  04 Scale numerical features
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  Regression Prerequisites
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  Evalutaion Prerequisites
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  05 Build regression models
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  Neural network pre-requisites
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  06 Build a neural network
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  07 Calculate Moving Average on Stock Price
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  08 Evaluate Moving Average Trading Strategy Results
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  09 Analyze stock data with Relative Strength Index
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  10 Analyze data with Moving Average Convergence Divergence
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  11 Time Series Data - 01 Build Binary Time Series on Stock Data
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  11 - 02 Calculate Volume Shocks with Pandas
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  11 - 03 Calculate Stock Price Shocks
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  11 - 04 Calculate Pricing Black Swan Shocks
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  11 - 05 Calculate Pricing Shock Without Volume Shock
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  12 Backtesting Data
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  13 Data Generation and Manipulation - 01 Generate property data with Pandas
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  13 - 02 Generate and clean missing data
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  13 - 03 Manipulate data with Pandas
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  14 - Fix Corrupted Image Dataset Interview Question
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Frequently Asked Questions


When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.

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