Data Science

Data science is an interdisciplinary field that utilizes scientific methods, algorithms, and systems to analyze and interpret complex data, combining computer science, statistics, mathematics, and domain expertise.

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Topics to be covered

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Introduction to Data Science

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Data Collection and Cleaning

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Data Exploration and Visualization

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Data Manipulation and Analysis

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Machine Learning Basics

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Supervised Learning Algorithms

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Unsupervised Learning Algorithms

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Model Selection and Evaluation

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Natural Language Processing (NLP)

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Time Series Analysis

India's Chip Manufacturing Revolution Is Here.

#20

February 17, 2024

An annoyed cat

DataPanthy #20

DeveLearn

February 17, 2024

Editor's Note :

In this edition, Axis Bank expresses openness to collaboration with Paytm pending regulatory approval, recognizing Paytm's significant presence in digital transactions. Meanwhile, Tower Semiconductor proposes a substantial $8 billion investment in India for chip manufacturing, reflecting growing interest in India's tech sector. Bengaluru introduces a cutting-edge traffic signaling system, inspired by Japanese technology, promising to alleviate congestion. Indian Railways adopts Swiss tunneling technology for major projects, signaling advancements in infrastructure development. These stories underscore India's strides in technology and innovation.

Axis Bank open to working with Paytm, says CEO.

Axis Bank is ready to collaborate with Paytm if the Reserve Bank of India approves, as Paytm's majority of transactions and 75% of gross merchandise value come from its UPI app. The collaboration is subject to regulatory approval.

Israel chipmaker Tower Semiconductor proposes to set up an $8billion plant in India.

Israel's Tower Semiconductor has proposed an $8 billion chip manufacturing plant in India, aiming to manufacture 65 and 40 nanometre chips for automotive and wearable electronics sectors. The proposal was discussed with Indian IT minister Rajeev Chandrasekhar in October 2023.

New Japanese signaling technology is coming up in the city.

A new adaptive traffic signaling system based on Japanese 'MODERATO' technology has been set up in Bengaluru to reduce traffic congestion in the city by automatically adapting traffic signals based on real-time data. This innovative system is poised to be deployed at 28 major junctions across the city after the initial rounds of testing conclude.

Indian Railways to use the latest Swiss tunneling technology.

The Indian Railways has collaborated with Swiss firms for tunneling works for various projects, including the Rishikesh-Karanprayag New Railway Line and the Udhampur-Srinagar-Baramulla Rail Link, Railway Minister Ashwini Vaishnaw has informed the Rajya Sabha.

Research Spotlight :

Web Data Analytics

Processing XML in Python with ElementTree - Eli Bendersky's website

Using BeautifulSoup to parse HTML and extract press briefings URLs | Computational Journalism, Spring 2016

28 Jupyter Notebook tips, tricks and shortcuts

A curated list of awesome Python frameworks, libraries, software and resources

Archived Problems - Project Euler

Choosing the right estimator — scikit-learn 0.18.1 documentation

CodeSkulptor

CodeSkulptor

Installing XGBoost For Anaconda on Windows (IT Best Kept Secret Is Optimization)

Pandas 0.20.3 - API Reference

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