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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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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

Meta and Instagram spotted developing a new social music-sharing feature

#46

August 29, 2024

An annoyed cat

DataPanthy #47

DeveLearn

2,809 followers

August 29, 2024

Editor’s Note:

Today’s tech news roundup highlights significant advancements in automation, social media integration, and AI transparency. Slack's expanded Workflow Builder capabilities empower users to automate tasks based on events in third-party apps, streamlining workflows. Meanwhile, Meta and Spotify are exploring innovative music sharing features on Instagram. Lyft, following Uber's lead, introduces a rider verification program to enhance user safety. Anthropic's publication of its system prompts for Claude models further demonstrates its commitment to transparency and ethical AI development.

Slack's Workflow Builder gets several updates for making it easier to add automation

Workflows in Slack can now be created from events that occur in third-party apps, such as PagerDuty, Asana, and Bitbucket. It used to only support starting workflows from events that occurred directly in Slack or Salesforce.

Meta and Instagram spotted developing a new social music-sharing feature

Meta and Spotify are exploring deeper music integration in Meta’s Instagram app. New findings indicate the companies are testing a feature that would allow users to continuously share what music they’re listening to through Instagram’s Notes.

Lyft follows in Uber's footsteps with a rider verification program

In an effort to improve its security measures, Lyft announced Tuesday a new rider verification pilot program to help drivers verify riders’ identities and ensure that they are indeed who they say they are.

Anthropic publishes the 'system prompts' that make Claude tick

Anthropic, in its continued effort to paint itself as a more ethical, transparent AI vendor, has published the system prompts for its latest models (Claude 3 Opus, Claude 3.5 Sonnet and Claude 3 Haiku) in the Claude iOS and Android apps and on the web.

Resource Spotlight:

  1. Solved end-to-end Data Science projects

  2. Dive into Deep Learning (An interactive deep learning book with code, math, and discussions)

  3. Machine Learning Math book

  4. Learn to code | Codecademy

  5. Lecture Notes | Introduction to MATLAB | Electrical Engineering and Computer Science | MIT OpenCourseWare

  6. 60+ Free Books on Big Data, Data Science, Data Mining, Machine Learning, Python, R, and more

  7. Feature Engineering and Selection: A Practical Approach for Predictive Models

  8. Nerual Networks and Deep Learning - an online book

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