5 Unique Portfolio AI Projects (beginner to intermediate) | Python, OpenAI, ChatGPT, Langchain | Tina Huang

Marketers are increasingly voicing concerns over "bull spend," a term used to describe advertising expenditures that appear favorable on dashboards but fail to generate real revenue. This phenomenon highlights the disconnect between metrics that look good on paper, such as impressions, and the actual impact on sales pipelines. The call to action is clear: marketers need to focus on metrics that correlate with revenue rather than superficial engagement statistics.

In a related discussion, the podcast explores practical AI projects that individuals can undertake to enhance their skills. These projects range from creating personalized AI tutors to developing content generation tools for social media. Emphasis is placed on the importance of prompt engineering and utilizing APIs, particularly from OpenAI, to build applications that can provide tailored learning experiences or automate content creation.

Listeners are encouraged to experiment with various levels of complexity in their projects, from basic prompt crafting to integrating advanced features like graphical user interfaces and database management. The conversation aims to inspire creativity and innovation in leveraging AI technology for practical applications.

5 Unique Portfolio AI Projects (beginner to intermediate) | Python, OpenAI, ChatGPT, LangchainWant to get ahead in your career using AI? Join my FREE workshop: https://www.lonelyoctopus.com/workshop🤖 AI TUTOR PROMPTS: https://forms.gle/KZ1S5Qq2vWzMbsf16✉️ NEWSLETTER: https://tinahuang.substack.com/ It's about learning, coding, and generally how to get your sh*t together c:🐙 Lonely Octopus: https://www.lonelyoctopus.com/ Check it out if you're interested in learning AI & data skill, then applying them to real freelance projects!🖱️Links mentioned in video ======================== https://www.youtube.com/watch?v=IaA-3FdWFm8&t=5s🔗Affiliates ======================== My SQL for data science interviews course (10 full interviews): https://365datascience.com/learn-sql-for-data-science-interviews/365 Data Science: https://365datascience.pxf.io/WD0za3 (link for 57% discount for their complete data science training)Check out StrataScratch for data science interview prep: https://stratascratch.com/?via=tina🎥 My filming setup ======================== 📷 camera: https://amzn.to/3LHbi7N 🎤 mic: https://amzn.to/3LqoFJb 🔭 tripod: https://amzn.to/3DkjGHe 💡 lights: https://amzn.to/3LmOhqk⏰Timestamps ======================== 00:00 intro📲Socials ======================== instagram: https://www.instagram.com/hellotinah/ linkedin: https://www.linkedin.com/in/tinaw-h/ discord: https://discord.gg/5mMAtprshX🤯Study with Tina ======================== Study with Tina channel: https://www.youtube.com/channel/UCI8JpGrDmtggrryhml8kFGwHow to make a studying scoreboard: https://www.youtube.com/watch?v=KAVw910mIrIScoreboard website: scoreboardswithtina.comlivestreaming google calendar: https://bit.ly/3wvPzHB🎥Other videos you might be interested in ======================== How I consistently study with a full time job: https://www.youtube.com/watch?v=INymz5VwLmkHow I would learn to code (if I could start over): https://www.youtube.com/watch?v=MHPGeQD8TvI&t=84s🐈‍⬛🐈‍⬛About me ======================== Hi, my name is Tina and I'm an ex-Meta data scientist turned internet person!📧Contact ======================== youtube: youtube comments are by far the best way to get a response from me! linkedin: https://www.linkedin.com/in/tinaw-h/ email for business inquiries only: [email protected]======================== Some links are affiliate links and I may receive a small portion of sales price at no cost to you. I really appreciate your support in helping improve this channel! :)Follow this podcast to get Tina Huang’s insights in audio format, perfect for learning on the go.Tina Huang on YouTube: https://www.youtube.com/@TinaHuang1Disclaimer: This podcast is an independent audio adaptation of content originally created by Tina Huang. It was made by a viewer who values her insights and aims to make them more accessible for audio-first learners. This is not an official production of Tina Huang, and it is not affiliated with or endorsed by her. All rights to the original video content remain with Tina Huang. If you represent Tina and would like to discuss this project, please don’t hesitate to get in touch.

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