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from dataclasses import dataclass,asdict
 
@dataclass
class DataScience:
    languages: tuple[str, ...] = ("Python", "R")
    tools    : tuple[str, ...] = ("ScikitLearn", "PyTorch", "SpaCy","HuggingFace", "Scrapy")
    databases: tuple[str, ...] = ("SQLite", "MySQL")
    skills   : tuple[str, ...] = ("Machine Learning", "Deep Learning", "Forecasting", "NLP", "Statistics")
    socialmedia  : str             = field(default="Anonymous!", 
                                       metadata={
                                        'Blogs': 'https://s-b-iqbal.github.io/Reflexione/',
                                        'Twitter': '@MusingIqbal'})


me = DataScience()
print(asdict(me))


......'s Projects

fuzzywuzzy-demo icon fuzzywuzzy-demo

Implementation of various Fuzzy Search Algorithms for String Matching

interactive-machine-learning-app icon interactive-machine-learning-app

A GUI based Machine Learning Web Application for non ML Experts. It simplifies the understanding by presenting model results visually. The User has to only upload Dataset to see the results.

ml-notes icon ml-notes

R code snippets to aid '732A99' Machine Learning course offered at Linkoping University.

predicting-power-output-of-a-combined-cycle-power-plant. icon predicting-power-output-of-a-combined-cycle-power-plant.

The objective of the Project is to predict ‘Full Load Electrical Power Output’ of a Base load operated combined cycle power plant using Polynomial Multiple Regression. Concepts : 1) Clustering, 2) Polynomial Regression, 3) LASSO, 4) Cross-Validation, 5) Bootstrapping

predicting-risky-loans icon predicting-risky-loans

The objective of the project is to demonstrate a model which can identify risky bank loans i.e., the one's likely to default. In doing so, I have implemented decision tree algorithm and applied boosting to further make the code more accurate.

spam-filter icon spam-filter

The objective of the project was to build a model that can accurately differentiate spam messages from ham ones. In doing so, I tried to showcase the ability of naive-bayes algorithm to accurately predict the mesage as spam or ham.

spindle-detection icon spindle-detection

Implementation of 'Continuous Wavelet Transformation' with a morlet basis for spindle detection.

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