Udemy - Generative AI for Data Scientists Analytics Specialization

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.9 GB
  • Uploaded Byfreecoursewb
  • Downloads79
  • Last checkedApr. 27th '24
  • Date uploadedApr. 26th '24
  • Seeders 44
  • Leechers18
Your ISP and Government can track your torrent activity! Hide your IP with a VPN!

Infohash : F5D23385F0C180B70503312F3C6C4135B71A972A

Generative AI for Data Scientists Analytics Specialization

https://DevCourseWeb.com

Published 4/2024
Created by Manthan Patel
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 44 Lectures ( 4h 13m ) | Size: 1.9 GB

Leap Ahead in Data Science Mastering Generative AI: Advanced Techniques for Data Scientists and Analytics Professionals

What you'll learn:
Learn how to identify appropriate generative AI tools for data science use cases
Apply generative AI prompt techniques to generate and augment datasets and to develop and refine machine learning models
Leverage generative AI tools, like GPT 3.5, ChatCSV, and Tomat AI, available to Data Scientists for querying and preparing data
Examine real-world scenarios where generative AI can enhance data science workflows
Practice generative AI skills in hand-on labs and projects by generating and augmenting datasets for specific use cases
Apply generative AI techniques in the development and refinement of machine learning models from Data Science and Analytics

Requirements:
Anyone interested in launching a career using Data Science and Analytics
Little Prior Data Science experience is helpful, but No experience is necessary.
Simply Eager to Learn about Generative AI for Data Science and Analytics

Files:

[ DevCourseWeb.com ] Udemy - Generative AI for Data Scientists Analytics Specialization
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Generative AI for Data Science and Data Analytics
    • 1. Why Learn Generative AI.mp4 (47.6 MB)
    • 1. Why Learn Generative AI.srt (2.9 KB)
    • 2. Course Introduction.mp4 (39.2 MB)
    • 3. Course Syllabus and Preview.html (3.6 KB)
    2. Generative AI in Data Science
    • 1. Generative AI and Data Science.mp4 (59.3 MB)
    • 2. Generative AI's Impact Across Industries.mp4 (73.9 MB)
    • 3. Leveraging Generative AI in Data Science Lifecycle.mp4 (58.2 MB)
    • 4. Types of Generative AI Models.mp4 (46.0 MB)
    3. Generative AI for Data Preparation and Querying
    • 1. Demo Generative AI for Data Generation and Augmentation.mp4 (77.9 MB)
    • 1.1 Daily_car_sales.csv (229.8 KB)
    • 1.2 model-report.html (4.9 MB)
    • 2. Generative AI for Data Preparation and Data Querying.mp4 (48.0 MB)
    • 3. Demo Generative AI for Data Preparation.mp4 (31.5 MB)
    • 3.1 titanic.csv (58.9 KB)
    • 4. Demo Generative AI for Querying Databases.mp4 (36.6 MB)
    • 4.1 titanic.csv (58.9 KB)
    4. Generative AI for Understanding Data and Model Building
    • 1. Demo Generative AI for Data Insights.mp4 (37.1 MB)
    • 2. Demo Generative AI for Data Visualization.mp4 (31.8 MB)
    • 2.1 titanic.csv (58.9 KB)
    • 3. Generative AI Tools for Model Development.mp4 (80.5 MB)
    • 4. Generative AI for Understanding Data and Model Development.mp4 (41.0 MB)
    5. AI Ethics
    • 1. Considerations for Responsible Generative AI.mp4 (47.9 MB)
    • 2. Implementing Responsible AI in Diverse Industries.mp4 (50.8 MB)
    • 3. Limitations of Generative AI.mp4 (46.3 MB)
    • 4. Issues and Concerns About Generative AI.mp4 (57.9 MB)
    6. Introduction and Applications of Generative AI
    • 1. Course Introduction.mp4 (29.1 MB)
    • 1. Course Introduction.srt (4.4 KB)
    • 10. Session Summary.html (2.0 KB)
    • 2. Introduction to Generative AI.mp4 (48.5 MB)
    • 3. History and Evolution of Generative AI Instructions.html (7.1 KB)
    • 4. Capabilities of Generative AI.mp4 (89.4 MB)
    • 5. Applications of Generative AI.mp4 (89.9 MB)
    • 6. Tools for Text Generation.mp4 (62.8 MB)
    • 7. Tools for Image Generation.mp4 (63.6 MB)
    • 8. Tools for Audio and Video Generation.mp4 (80.4 MB)
    • 9. Tools for Code Generation.mp4 (76.0 MB)
    7. Generative AI Prompt Engineering for Data Scientists
    • 1. Course Introduction.mp4 (37.5 MB)
    • 2. Course Overview and Instructions.html (4.6 KB)
    • 3. What is Prompt.mp4 (45.9 MB)
    • 4. What is Prompt Engineering.mp4 (71.5 MB)
    • 5. Best Practices for Prompt Creation.mp4 (54.6 MB)
    • 6. Common Prompt Engineering Tools.mp4 (36.6 MB)
    • 7. Section Summary.html (2.3 KB)
    8. Prompt Engineering Techniques and Approaches
    • 1. Text-to-Text Prompt Techniques.mp4 (45.2 MB)
    • 2. Interview Pattern Approach.mp4 (31.0 MB)
    • 3. Chain of Thought Approach.mp4 (25.2 MB)
    • 4. Tree of Thought Approach.mp4 (25.0 MB)
    • 5. Text-to-Image Prompt Techniques.mp4 (77.2 MB)
    • 6. Prompt Hacks.html (9.0 KB)
    • 7. Section Summary.html (2.3 KB)
    9. Farewell and Congrats
    • 1. Course Conclusion.mp4 (15.8 MB)
    • Bonus Resources.txt (0.4 KB)

Code:

  • udp://tracker.torrent.eu.org:451/announce
  • udp://tracker.tiny-vps.com:6969/announce
  • http://tracker.foreverpirates.co:80/announce
  • udp://tracker.cyberia.is:6969/announce
  • udp://exodus.desync.com:6969/announce
  • udp://explodie.org:6969/announce
  • udp://tracker.opentrackr.org:1337/announce
  • udp://9.rarbg.to:2780/announce
  • udp://tracker.internetwarriors.net:1337/announce
  • udp://ipv4.tracker.harry.lu:80/announce
  • udp://open.stealth.si:80/announce
  • udp://9.rarbg.to:2900/announce
  • udp://9.rarbg.me:2720/announce
  • udp://opentor.org:2710/announce