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

OpenAI with Sam Altman returning to the helm.

#10

November 30, 2023

An annoyed cat

DataPanthy #10

DeveLearn

November 30, 2023

Editor's Note :

Welcome to the milestone 10th edition of Datapanthy! In this edition, we bring you a mix of groundbreaking developments and weekly advancements in the realm of technology and artificial intelligence.

Once again, we take a look at OpenAI with Sam Altman returning to the helm. In the automotive realm, we explore how BMW is leveraging Artificial Intelligence to prevent production stoppages. The fusion of cutting-edge technology with traditional manufacturing processes showcases the dynamic ways in which AI is reshaping industries. Forget Siri; imagine turning your iPhone's 'Action Button' into a ChatGPT voice assistant. We delve into this intriguing shift, exploring the potential for more personalized and interactive user experiences with your device.Google Meet takes a step further in enhancing virtual communication by introducing the ability to detect when you raise your hand in real life. This innovation showcases the intersection of AI and real-world interactions, paving the way for more intuitive and seamless virtual meetings.

In our Resource Spotlight, we shine a light on essential Python resources that every data enthusiast and AI practitioner should have in their toolkit. Stay tuned for insights into how these libraries can amplify your data science endeavors.

As we celebrate the 10th edition, we express our gratitude for your continued support. Datapanthy remains dedicated to delivering thought-provoking content that reflects the ever-evolving landscape of technology.

Featured Article:

OpenAI, emerging from the ashes, has a lot to prove even with Sam Altman’s return

At least for the time being, the OpenAI power struggle that captured the attention of the tech community following the firing of co-founder Sam Altman has finally come to a conclusion. So what are we to make of it?

This story has also been fantastically covered by Slidebean in this video where they also dive into the corporate structure of OpenAI and highlights the profit vs non-profit arms of the company,

BMW Uses Artificial Intelligence To Prevent Car Production Stoppages

To maximize output, automobile manufacturing—or really any factory, for that matter—must function like a well-oiled machine. Unplanned halts cost businesses a lot of money, not to mention that they make customers wait longer than intended for the goods they paid good money for. At its German facility in Regensburg, BMW is utilizing artificial intelligence to reduce disruptions as much as feasible.

Forget Siri. Turn your iPhone’s ‘Action Button’ into a ChatGPT voice assistant instead

Now that all free users can access OpenAI's ChatGPT Voice function, you can stop using Siri as your primary voice assistant on your iPhone—that is, assuming you have an iPhone 15 Pro or Pro Max. Since the iPhone's launch, the Mute button has been replaced with the new Action Button, which may be customized on Apple's most recent devices. Users can use the button for purposes more than just turning off their ringer by accessing a new Settings menu.

Google Meet can now detect when you raise your hand IRL

In order to alert participants in the video chat that you have a question, Google introduced a hand motion detection tool on Google Meet that detects when your actual hand is lifted.

Resource Spotlight :

A curated list of awesome resources for practicing data science using Python, including not only libraries, but also links to tutorials, code snippets, blog posts and talks.

pandas - Data structures built on top of numpy.

scikit-learn - Core ML library, intelex.

matplotlib - Plotting library.

seaborn - Data visualization library based on matplotlib.

ydata-profiling - Descriptive statistics using ProfileReport.

sklearn_pandas - Helpful DataFrameMapperclass.

missingno - Missing data visualization.

rainbow-csv - VSCode plugin to display .csv files with nice colors

Featured Job :

Artificial Intelligence (AI) Manager

Urban NXT

CTC (ANNUAL) ₹ 2,00,000 - 3,00,000

EXPERIENCE 0-5 years

APPLY BY 24 Dec' 23

Instagram : https://instagram.com/Urban.NXT

India's 1st online luxury content platform where they showcase everything luxurious and unique on various platforms like YouTube, Instagram, etc. They do marketing and professional shoots for various industries like real estate, travel, food, lifestyle, bikes, cars, fashion, events & much more.

Key responsibilities :

1. Oversee AI project development and implementation

2. Collaborate with cross-functional teams for AI integration

3. Manage AI talent recruitment and team development

4. Evaluate and select appropriate AI technologies and tools

5. Ensure alignment of AI strategies with overall business goals

6. Monitor and assess AI project performance and KPIs

7. Stay abreast of AI industry trends and advancements

8. Facilitate communication between technical and non-technical stakeholders

9. Identify and mitigate AI project risks and challenges

10. Foster a culture of innovation and continuous improvement in AI initiatives

Skill(s) required

  1. Data Science

  2. Data Structures

  3. Deep Learning

  4. Machine Learning

  5. Natural Language Processing (NLP)

  6. Neural NetworksPython

Probation Duration: 6 months

Salary during probation: ₹10,000 - 15,000 /month (only for freshers)

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