Data Science Projects
5. Data Science at the Command Line Publisher: O'Reilly jeroenjanssens.com/dsatcl/ 10 Data Science Books
6. Introduction to Probability for Data Science
Publisher: Michigan University
probability4datascience.com
Publisher: Michigan University
probability4datascience.com
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9. Kafka, The Definitive Guide
Publisher: O'Reilly
https://assets.confluent.io/m/2849a76e39cda2bd/original/20201119-EB-Kafka_The_Definitive_Guide-Preview-Chapters_1_thru_6.pdf
10 Data Science Books
Publisher: O'Reilly
https://assets.confluent.io/m/2849a76e39cda2bd/original/20201119-EB-Kafka_The_Definitive_Guide-Preview-Chapters_1_thru_6.pdf
10 Data Science Books
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Data Science Projects
9. Kafka, The Definitive Guide Publisher: O'Reilly https://assets.confluent.io/m/2849a76e39cda2bd/original/20201119-EB-Kafka_The_Definitive_Guide-Preview-Chapters_1_thru_6.pdf 10 Data Science Books
10. Python Data Science Handbook
Publisher: O'Reilly
HTML: https://jakevdp.github.io/PythonDataScienceHandbook/
PDF: https://github.com/terencetachiona/Python-Data-Science-Handbook/blob/master/Python%20Data%20Science%20Handbook%20-%20Jake%20VanderPlas.pdf
10 Data Science Books
Publisher: O'Reilly
HTML: https://jakevdp.github.io/PythonDataScienceHandbook/
PDF: https://github.com/terencetachiona/Python-Data-Science-Handbook/blob/master/Python%20Data%20Science%20Handbook%20-%20Jake%20VanderPlas.pdf
10 Data Science Books
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Essential Skills to Master for Using Generative AI
1️⃣ Prompt Engineering
✍️ Learn how to craft clear, detailed prompts to get accurate AI-generated results.
2️⃣ Data Literacy
📊 Understand data sources, biases, and how AI models process information.
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1️⃣ Prompt Engineering
✍️ Learn how to craft clear, detailed prompts to get accurate AI-generated results.
2️⃣ Data Literacy
📊 Understand data sources, biases, and how AI models process information.
3️⃣ AI Ethics & Responsible Usage
⚖️ Know the ethical implications of AI, including bias, misinformation, and copyright issues.
4️⃣ Creativity & Critical Thinking
💡 AI enhances creativity, but human intuition is key for quality content.
5️⃣ AI Tool Familiarity
🔍 Get hands-on experience with tools like ChatGPT, DALL·E, Midjourney, and Runway ML.
6️⃣ Coding Basics (Optional)
💻 Knowing Python, SQL, or APIs helps customize AI workflows and automation.
7️⃣ Business & Marketing Awareness
📢 Leverage AI for automation, branding, and customer engagement.
8️⃣ Cybersecurity & Privacy Knowledge
🔐 Learn how AI-generated data can be misused and ways to protect sensitive information.
9️⃣ Adaptability & Continuous Learning
🚀 AI evolves fast—stay updated with new trends, tools, and regulations.
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Learn by Building: 60 GenAI Projects + AI Engineering Hub
1️⃣ 60 ready projects on generative AI
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1️⃣ 60 ready projects on generative AI
List of 60 projects on GitHub with open code on generative AI from text models to audio and video.
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