iusztinpaul/machine-learning-blog iusztinpaul/machine-learning-blog

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  • Created about 2 years ago
  • Updated almost 2 years ago
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iusztinpaul/machine-learning-blog
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iusztinpaul

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Implementation of various Machine learning and MLOps applications/tutorials used within my Medium blog.

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1

hands-on-llms

๐Ÿฆ– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป about ๐—Ÿ๐—Ÿ๐— ๐˜€, ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€, and ๐˜ƒ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐——๐—•๐˜€ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + ๐˜ท๐˜ช๐˜ฅ๐˜ฆ๐˜ฐ & ๐˜ณ๐˜ฆ๐˜ข๐˜ฅ๐˜ช๐˜ฏ๐˜จ ๐˜ฎ๐˜ข๐˜ต๐˜ฆ๐˜ณ๐˜ช๐˜ข๐˜ญ๐˜ด
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2

energy-forecasting

๐ŸŒ€ ๐—ง๐—ต๐—ฒ ๐—™๐˜‚๐—น๐—น ๐—ฆ๐˜๐—ฎ๐—ฐ๐—ธ ๐Ÿณ-๐—ฆ๐˜๐—ฒ๐—ฝ๐˜€ ๐— ๐—Ÿ๐—ข๐—ฝ๐˜€ ๐—™๐—ฟ๐—ฎ๐—บ๐—ฒ๐˜„๐—ผ๐—ฟ๐—ธ | ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐— ๐—Ÿ๐—˜ & ๐— ๐—Ÿ๐—ข๐—ฝ๐˜€ for free by designing, building and deploying an end-to-end ML batch system ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 2.5 ๐˜ฉ๐˜ฐ๐˜ถ๐˜ณ๐˜ด ๐˜ฐ๐˜ง ๐˜ณ๐˜ฆ๐˜ข๐˜ฅ๐˜ช๐˜ฏ๐˜จ & ๐˜ท๐˜ช๐˜ฅ๐˜ฆ๐˜ฐ ๐˜ฎ๐˜ข๐˜ต๐˜ฆ๐˜ณ๐˜ช๐˜ข๐˜ญ๐˜ด
Python
850
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3

yacht

Order execution in the financial markets using Deep Reinforcement Learning.
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13
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4

distributed-churn-prediction

End-to-end customer churn prediction pipeline using Spark.
Jupyter Notebook
6
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5

portfolio-management

Financial portfolio management using Deep Reinforcement Learning.
Python
5
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6

disaster-response-classification

End-to-end solution for classifying multi-target disaster response messages using Machine Learning and NLP.
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2
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7

economic_crisis_2020

Jupyter Notebook
1
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8

financial-portfolio-aggregator

Python
1
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9

IusztinPaul

1
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10

karen-aiohttp-backend

Drone Garbage Object Detector with Deep Learning
Python
1
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