Ria Choudhari
78 posts
Ria Choudhari
@riachoudhari28
Python || Data Science || Data Analytics || SQL || Tableau
New Delhi, IND Katılım Aralık 2023
53 Takip Edilen33 Takipçiler
DAY 39!
---Age and Gender Prediction using Chest X-ray scans---
The data has ~10700 scans of lungs for training and another 11700 scans for testing.
Task: Classification and Regression using CNN
#DataScience #100xDevs #100DaysOfCode #DeepLearning
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DAY 38!
---Brain Tumor Detection---
The data has 4600 scans of healthy and unhealthy (containing a tumor) brain, contained in two folders. Our model will have to classify each scan using CNN.
Task: Classification using CNN
#DataScience #100xDevs #100DaysOfCode #DeepLearning
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---Ethereum Price Prediction---
• Task: Predicting the Close Prices based on previous prices using LSTM.
• This dataset has hourly entries of data from 2016-05-09 13:00:00 to 2020-04- 16 00:00:00.
#DataScience #100xdevs #100DaysOfCode #DataToThePeople
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This is also 2/10 of the reasons why I want a new laptop. DL models taking forever to run. 🙂
#deeplearning
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@riachoudhari28 Sounds like an exciting project! Predicting rain with ML and PyCaret will be impressive. Best of luck! ☔💻
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---Rain Prediction Using PyCaret and ML Algorithms---
In this project we will create a web app which will predict wether it will rain tomorrow or not. We will be using different ML models and then Auto ML Library i.e. PyCaret in this project.
#DataScience #100xDevs #100DaysOfCode
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Project link: github.com/Ria2810/rain-p…
(I was on a vacation😛)
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Hey!
I have been busy completing an Excel course, which is required to be completed before a deadline. Sadly, because of this, I am unable to take time out for other projects. 🥲
I will start posting again very soon!
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---PREDICTING STRESS LEVEL FROM PPG SENSOR---
Heart Rate and HRV can be obtained from PPG and stored on a cloud server. MATLAB can extract features like RMSSD, pNN25, pNN50, LF, and HF, linked to nervous system activity, are used.
Task: Classifying stress levels
#100xDevs
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---DIAMOND PRICE PREDICTION---
A diamond's market value is determined by analyzing features such as cut, color, clarity, eye cleanliness etc.
This dataset has 219703 samples of every kind of diamond.
Task: Predicting the sale price.
#DataScience #100xdevs #100DaysOfCode
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Hey!
I will be starting a 180-day series of data science projects, starting today. I believe practical knowledge will help us all! I will also post the resources for the project for reference. 🍀
#DataScience #100xDevs #100DaysOfMLCode
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@howdataworks Yes, I was planning on using LSTM in my further projects!😊
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@riachoudhari28 @riachoudhari28 Interesting challenge! Have you considered using machine learning algorithms like ARIMA or LSTM for time series forecasting? #DataScience #RenewableEnergy
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---Predict Renewable Energy Generation---
Wind power depends on periodic wind speed and direction, making it a Time Series problem.
The dataset has 30 months of turbine data recorded every 10 min.
Task: Predict Wind Power
#100DaysOfCode #100xdevs #DataScientist #DataScience
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