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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

PwC's strategic partnership with OpenAI.

#30

June 6, 2024

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DataPanthy #30

DeveLearn

June 6, 2024

Editor’s Note:

This issue of DataPanty dives into the booming world of generative AI. We explore PwC's strategic partnership with OpenAI, Perplexity AI's innovative search feature, and Microsoft's Copilot expansion to Telegram. Additionally, Agnikul Cosmos celebrates a successful launch, and Microsoft plans to remove Cortana and WordPad from Windows 11. In the Resource Spotlight, we delve into time series analysis, offering valuable resources and tutorials for Python enthusiasts.

PwC to become OpenAI's largest enterprise customer amid genAI boom

PwC will become the largest customer and first reseller of OpenAI's enterprise product as part of a new deal, the accounting giant said on Wednesday, as businesses rush to adopt and capitalise on generative artificial intelligence. PwC will roll out ChatGPT Enterprise, a version of the Microsoft-backed (MSFT.O), which opens a new tab AI startup's chatbot aimed at large companies. The firm will provide ChatGPT Enterprise to its 75,000 U.S. employees and 26,000 UK employees, according to the Wall Street Journal which first reported the agreement.

Perplexity AI’s new feature will turn your searches into shareable pages

AI-powered summaries of webpages are a feature that you will find in many AI-centric tools these days. The next step for some of these tools is to prepare detailed and well-formatted web pages for your search queries. The Arc browser is doing this to some extent through its Arc Search app. Apple is rumoured to release its own smart recap feature for web pages and articles. The latest addition to this trend is Perplexity AI.

Microsoft's Copilot is now on Telegram

Microsoft’s Copilot, a generative AI-powered tool that can generate text as well as answer specific questions, is now available as an in-app chatbot on Telegram, the instant messaging app. Currently in beta, Copilot for Telegram allows you to talk with the AI chatbot as if you’re having a normal, one-on-one conversation with a friend. It can also answer a wide range of questions, from general knowledge queries like “What movie should I watch?” to questions such as “What baseball game is on right now?” The feature was first spotted by Windows Latest.

Agnikul successfully launches SOrTeD, achieves many firsts

Two days after it was forced to call off the launch of its Agnibaan’s “SubOrbital Technological Demonstrator or SOrTeD” mission, spacetech startup Agnikul Cosmos Thursday carried out a successful mission, giving Indian space sector several firsts. “Congratulations to Agnikul for the successful launch of the Agnibaan SoRTed-01 mission from their launch pad.

Microsoft plans to remove Cortana and WordPad apps with upcoming updates

Microsoft, in its latest build of Windows 11, plans to end support for Cortana virtual assistant, Tips and WordPad apps. The company behind Windows earlier announced the removal of the Cortana standalone app from Windows 11 in a preview build for Insiders, released in early October.

Resource Spotlight:

Time series

Time Series Analysis in Python: An Introduction – Towards Data Science

RJT1990/pyflux: Open source time series library for Python

MaxBenChrist/awesome_time_series_in_python: This curated list contains python packages for time series analysis

Getting Started with Time Series — PyFlux 0.4.7 documentation

Introduction to ARIMA models

Complete guide to create a Time Series Forecast (with Codes in Python)

How to Create an ARIMA Model for Time Series Forecasting with Python

Time series with Siraj course by Kaggle

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