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Keshav DhandhaniaMachine Le…Last updated 1 year ago

Project Idea: Machine Learning + Cricket

One of the most prominent field of application of machine learning in sports, and a lot of people love sports statistics. It is an excellent domain for practicing data exploration and visualization. In fact, most machine learning work that perform well on sports data is 90% data exploration and 10% model building.

Cricsheet has a bunch of cricket data available for download.

We provide ball-by-ball data for Men’s and Women’s T...

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Keshav DhandhaniaMachine Learning @ M… · 50w

Yes you should try multiple models, and try to reason which one is performing better on this particular dataset and why. This includes SVM, logistic regression, K nearest neighbors, etc

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Syeda AmeenaMachine learning ent… · 50w

Thank you so much this would help me to give start :) ! And should I go with svm model?

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Keshav DhandhaniaMachine Learning @ M… · 51w

Syeda, a good place to start would be

download the above dataset
do some data exploration: draw graphs of w...

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Rahul AgarwalMachine Le…Last updated 11 months ago

Exploring Vowpal Wabbit with the Avazu Clickthrough Prediction Challenge

In online advertising, click-through rate (CTR) is a very important metric for evaluating ad performance. As a result, click prediction systems are essential and widely used for sponsored search and real-time bidding.

For this competition, we have provided 11 days worth of Avazu data to build and test prediction models. Can you find a strategy that beats standard classification algorithms? The winning models from this competition will be released under an open-source license.

Data Fields

id: ad identifier
click: 0/1 for non-click/click
hour: format is YYMMDDHH, so 14091123 means 23:00 on Sept. 11, 2014 UTC.
C1 -- anonymized categorical variable
banner_pos
site_id
site_domain
site_category

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Keshav DhandhaniaMachine Le…Last updated 2 years ago

What interesting projects have you done in Machine Learning?

Credits: Originally asked by Kuntal Majumder.

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Keshav DhandhaniaMachine Learning @ M… · 42w

I constructed the dataset using WordNet. The problem is that the dataset will have a lot of false negatives. For example, a camel is a herbivore, but that connection might be missing in WordNet.

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Vishnu Vardhan Reddy45w

May I know the availability of datasets for 'is-a relation' project.

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Keshav DhandhaniaMachine Learning @ M… · 2y

Here's a list of the projects within machine learning that I have been exposed to:

Movie recommendations: This problem was popularized ...

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Keshav DhandhaniaMachine Le…Last updated 2 months ago

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Hands-on Assignment: Data Exploration with NumPy

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Kaustav BiswasMachine Le…Last updated 1 year ago

Machine Learning for Autonomous Path Planning

I am attempting to make a ground based robot traverse from Point A to Point B through an Obstacle Course having fixed and moving obstacles (Imagine a marketplace or a railway station), with input from a camera feed (a group of CCTV cameras/ live feed from a drone over the area). What kind of ML algorithm will enable the system to plan the shortest path(s) for the ground robot to follow under varying circumstances (moving obstacles at certain speeds travelling randomly over the task plane)?

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Garrett Irwin1y

You'd could use something like A* search (which is an algorithm, nothing to do with machine learning). However, you could use reinforcement learning techniques in figuring out when to explore,...

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Konstantinos CharalambousMachine Le…Last updated 1 year ago

Undergraduate Thesis Ideas

Hey guys I am new here! I scrolled through the content and I have to say I'm really excited to join this community!

I started learning machine learning through Prof. Andrew Ng. on Coursera last month and I'm really starting to enjoy it a lot. I'm thinking about doing my undergraduate thesis on machine learning next year but since I am fairly new to ML I don't really know where to start looking for ideas of anything I can do my thesis on as an undergraduate on ML.

If anyone can guide me through this or give me some ideas I would really appreciate it a lot!

Thanks! :)

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Keshav DhandhaniaMachine Learning @ M… · 1y

Konstantinos, here are some project ideas that my supervisor suggested me when I asked him the same question!

Discovering recurring patterns

We can understand behavior in terms of activities th...

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Gerald Sorianohttp://github.com/so… · 1y

A thesis requires a lot of work and thought. My advice is to find a way to make it fun and find a subject you are passionate about where you are able to use ML. Or if there is a problem you se...

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