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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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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 launched a new mission on New Year's Day.

#13

January 1, 2024

An annoyed cat

DataPanthy #14

DeveLearn

January 1, 2024

Editor's Note:

Welcome to 2024 and a new edition of DataPanthy. It’s been a relatively quiet holiday season but a few interesting events and releases went under the mainstream radar which we’ve picked up for you today.

XPoSat, India's audacious mission to unravel the mysteries of black holes launched last week and its success signifies India's continued streak of space research missions.

Meanwhile, GitHub's Copilot Chat sheds its beta skin, emerging as a readily available tool for coders of all stripes. Also, Canva's groundbreaking AI core reimagines graphic design, transforming it from a static craft to a vibrant dance of possibilities.

On the policy side, the Digital Personal Data Protection Act (DPDP), poised to come into effect in 2024, casts a long shadow over the data-hungry landscape.

Wishing us all a great year ahead & Happy reading.

Headliner :

ISRO successfully launches XPoSat to study black holes;

India launched a new mission on New Year's Day to investigate black holes, one of the universe's oldest mysteries. The X-ray Polarimeter Sat, or XPoSAT, was launched by the Indian Space Research Organization (ISRO) at 9:10 a.m.

GitHub's AI chatbot is now widely available. - Techcrunch

In July, GitHub launched a limited public test of its Copilot Chat service for corporate users. Individual users could purchase access to the coding tool akin to ChatGPT for $10 per month by September. Not only will Copilot Chat be available in premium levels going forward, but it will also be available for free to "verified teachers, students, and maintainers of certain open source projects."

From graphic design to visual workflows, Canva's new AI core is changings its business.

Since ChatGPT upset the consumer-facing space in November 2022, many firms have gone on the generative AI bandwagon, which has many journalists rolling their eyes and shaking their heads. However, Canva offers generative AI that is unique.

Data protection Act: Pace of compliance to remain slow in 2024

After the government creates regulations pertaining to it, the Digital Personal Data Protection (DPDP) Act, which was passed by Parliament in August of this year, will start to be implemented the following year. While businesses, also known as data fiduciaries, from all industries are awaiting the rules' discussion and subsequent notification, experts indicated that even when this procedure is finished, slow compliance is anticipated.

Resource Spotlight :

Common statistical tests are linear models (or: how to teach stats)

Introductory statistics - OpenText Library

Common statistical tests are linear models (or: how to teach stats)

Background: Markov chains

OpenIntro Stats

Regression Analysis Tutorial and Examples | Minitab

The 10 Statistical Techniques Data Scientists Need to Master

The Ultimate Guide to 12 Dimensionality Reduction Techniques (with Python codes)

Thomas Bayes and the crisis in science – TheTLS

Welcome to STAT 505! | STAT 505

Introduction to Bayesian Linear Regression – Towards Data Science

Regression Analysis Tutorial and Examples | Minitab

The 10 Statistical Techniques Data Scientists Need to Master

Welcome to STAT 505! | STAT 505

Probability and Statistics Visually

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