Name: Data Science Podcast with @misraturp @DataProfessor
Uploaded: 2026-09-23T08:17:00-05:00
Duration: 8 min 17 s
Description: Data Science Podcast with @misraturp

Data Science Podcast with @misraturp

Data Professor 2026-09-23 | Data Science Podcast with @misraturp

Build an LLM-Powered Voice Agent in Python

Data Professor 2025-07-16 | In this video, you'll build a Do It Yourself LLM-powered voice agent in Python that you can chat to verbally. This voice agent retains memory throughout the conversation and performs both speech-to-text (transcription) and text-to-speech (speech synthesis). With this voice agent, you can chat with the LLM hands-free like you would with a friend!

There's lots to customize here and make your own voice agent, watch the video and find out how!

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🐙 Code github.com/dataprofessor/assemblyai
📺 AssemblyAI playlist
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⏳ Timestamp
0:00 Introduction
0:27 Repo overview
1:00 Project overview
3:00 Code walkthrough
13:37 Voice agent demo
17:39 Tips for voice agent customization
19:49 Setting up the project
27:22 Conclusion

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#datascience #machinelearning #dataprofessor

Bioinformatics Project from Scratch PART 2 - Preparing the Data Set

Data Professor 2025-06-01 | In this video, you'll learn how to prepare and clean bioactivity data for the aromatase inhibitors in Python using the RDKit library. We'll cover the process of loading data from the CHEMBL database, removing duplicate molecules, and standardizing SMILES notations (a string representation of a molecule) in order to create a high-quality, non-redundant dataset suitable for machine learning model building and further data analysis.

🐙 Code github.com/dataprofessor/bioinformatics

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Building a Call Center Analytics Pipeline in Python

Data Professor 2025-04-30 | In this video, you'll learn how to create an end-to-end call center analytics workflow using Assembly AI and Python. We'll walk you through the process of transcribing audio, identifying speakers, analyzing sentiment, and visualizing the results using heat maps. The tutorial covers key concepts such as API integration, natural language processing, and data visualization techniques to extract meaningful insights from call center conversations.

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How to Quickly Leverage Computer Vision in Python

Data Professor 2025-02-11 | In this video, I'll show you how you can quickly leverage computer vision in your Python workflow. Briefly, we'll implement a license plate detection and reading workflow as we walkthrough a Colab notebook that uses LandingAI.

🐙 Code github.com/landing-ai/landingai-python/blob/main/examples/license-plate-ocr-notebook/license_plate_ocr.ipynb
📚 Docs landing-ai.github.io/landingai-python

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From DNA to UI: Connecting the Dots between Theory and Application in Bioinformatics

Data Professor 2024-12-30 | In this video, I had the honor of delivering a plenary talk at the 3rd Annual Meeting of Chilean Bioinformatics Society (3ra Reunión Anual de la Sociedad Chilena de Bioinformática) on connecting the dots between theory and application in bioinformatics. I shared my journey in bioinformatics since when I was in academia for almost 20 years before transitioning to tech where I doubled down on building data apps full-time.

✨ Conference website https://www.scbioinfo.cl/reunion-anual-2024

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Code Your Own Multilingual AI in Python that speaks 32 languages

Data Professor 2024-12-10 | In this tutorial, you'll learn how to build a powerful multilingual YouTube AI assistant using Python! Briefly, I'll show you step-by-step how to code a Python workflow that can extract audio from a video, transcribe it, use LLM to generate a summary of key points and finally synthesize natural sounding speech in up to 32 different languages.

To do this, we're leveraging the following AI tech stack:
- AssemblyAI for accurate speech recognition using their new Universal 2 model.
Get $50 free API credit assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=dataprofessor_USM2
- Anthropic's Claude as the LLM anthropic.com
- Eleven Labs for natural-sounding speech synthesis in up to 32 languages elevenlabs.io

🐙 Code github.com/dataprofessor/assemblyai

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Bioinformatics Project from Scratch PART 1 - Collecting the Data Set

Data Professor 2024-11-28 | In this video, you'll learn how to collect data for this Bioinformatics from Scratch series. Particularly, we'll collect a data set of molecules with aromatase inhibitory activity from the ChEMBL database. I'll show you how to do this step by step. Let's get started!

ChEMBL ebi.ac.uk/chembl

📖 Papers
- Exploring the chemical space of aromatase inhibitors link.springer.com/article/10.1007/s11030-013-9462-x
- Origin of aromatase inhibitory activity via proteochemometric modeling peerj.com/articles/1979
- Molecular docking of aromatase inhibitors mdpi.com/1420-3049/16/5/3597

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Using Google Colab for Data Science and AI

Data Professor 2024-11-13 | In this video, I'll help you get started with Google Colab for data science and AI. I'm sharing the typical ritual of how I create and document notebooks whether it be Jupyter notebooks or Colab notebooks.

📖 Colab Notebook github.com/dataprofessor/python-projects

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Building a YouTube AI assistant for content creators with Python

Data Professor 2024-10-27 | In this video, we'll build a YouTube AI assistant that helps content creators to rapidly generate video timestamps. This is also generally applicable to anyone looking to generate meaningful timestamps that will allow them to zero in on specific contents of any video.

What are timestamps? You can think of it as a table of contents for a video that will allow you to hop around the video to specific topics of interest.

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⏳ Timestamps
0:00 Introduction
1:11 Setting Up the Development Environment
4:15 Audio Processing and Transcription
5:21 Generating Topics and Timestamps
8:24 Conclusion

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Data Science Podcast with Sebastian Flores

Data Professor 2024-10-19 | In this video, I have the pleasure of chatting with Sebastian Flores in this podcast. I've met Sebastian earlier this year at PyCon US in Pittsburgh where he delivered a talk on data storytelling. And in this episode, we're talking about how Python and data storytelling is an integral part of his 20+ years in tech.

⏰ Time stamps
0:00 Introduction and guest background
5:38 Python learning experiences and evolution of development tools
11:07 Python community in Latin America and Spanish-speaking countries
17:30 Impact of AI on coding
25:55 Evolution of programming abstraction and the role of AI
32:05 Advice for Python learners and improving public speaking skills
37:04 Choosing a programming language and factors to consider
41:30 Conclusion
* Time stamp generated using AssemblyAI assemblyai.com/?utm_source=youtube&utm_medium=influencer&utm_campaign=dataprofessor_aug24

Connect with Sebastian
𝕏 Twitter twitter.com/sebastiandres
🔗 LinkedIn linkedin.com/in/sebastiandres

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How to level up in Gen AI

Data Professor 2024-09-27 | In this video, I'll go over the NVIDIA Gen AI certification and courses and explore how these will help you to stand out amongst the crowd of others getting into this exciting field.

✍️ Giveaway details
- NVIDIA is giving away free course / certification to lucky winners
- To enter the giveaway participants must take a FREE self paced course.
- Afterwards fill out the Google form to submit a photo for proof that you've taken the course.
- Fill out this form https://forms.gle/jfekUmdyDp1ux23Q7

🤖 NVIDIA course/certification
Master in-demand skills in AI, data science, accelerated computing, and more through NVIDIA's specialized training and certification, enhancing your professional knowledge and industry recognition.
- Generative AI learning path nvda.ws/3ZeCWCV
- NVIDIA Certification nvda.ws/3Z9nkRb

⏰ Timeline
0:00 Introduction
3:44 Exploring NVIDIA certification
15:00 Exploring NVIDIA course
17:58 Summary

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Code your own YouTube AI assistant in Python

Data Professor 2024-08-16 | In this video, we're building a Python workflow that helps you extract knowledge from any YouTube video.

In a nutshell, the general workflow includes:
1. Extracting and downloading the audio from a YouTube video
2. Transcribing the audio into text form
3. Answer questions about the video using LeMUR from AssemblyAI, where under the hood Anthropic's Claude 3.5 Sonnet is used as the large language model.

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Data Storytelling in Python

Data Professor 2024-07-27 | In this video, I had the pleasure of talking with Peter Vidos, CEO and Co-Founder of Vizzu on data storytelling. Briefly we covered several topics on the importance of data storytelling, Peter's journey in tech and also how Vizzu is changing the data visualization landscape by facilitating data storytelling with the use of Python.

🔗 Vizzu vizzu.io
🔗 ipyvizzu ipyvizzu.vizzuhq.com

⏰ Timeline
0:00 Introduction
0:21 Peter's journey in Tech
6:24 What is Vizzu?
7:41 What challenges is Vizzu solving?
10:23 Taking a look at Vizzu
38:24 Most difficult chart to create
40:43 Recreating Hans Rosling animated chart
41:58 Data visualization for content creators
44:18 Data visualization for academia and researchers
48:20 Different charts that Vizzu supports
50:21 Vizzu for beginners to data
54:16 Elements of a Vizzu chart
56:30 Contributing to Vizzu Open Source
59:39 Future of Vizzu
1:01:28 Typical day in the life as a CEO
1:03:46 Getting started with Vizzu
1:06:06 Conclusion

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How I Would learn Python?

Data Professor 2024-07-21 | In this video, I ramble about how I would learn Python again if I were to start over.

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Advice for newcomers to Tech (Ft. Cheuk Ting Ho)

Data Professor 2024-07-19 | Cheuk Ting Ho is a Python consultant, Director of the Python Software Foundation and a former data scientist.

In this video, Cheuk shares her advice to newcomers to Python and Tech.

Tips for Learning Python (Ft. Cheuk Ting Ho)

Data Professor 2024-07-17 | Cheuk Ting Ho is a Python consultant, Director of the Python Software Foundation and a former data scientist.

In this video, Cheuk shares her tips on learning Python.

On Choosing a Programming Language to Learn!

Data Professor 2024-07-16 | In this video, I ramble about how you can go about choosing a programming language to learn, whether it be R, Python, Julia or C.

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Exploring Data Science Salaries Using R and the tidyverse

Data Professor 2024-07-15 | In this video, Joachim Schork shows how to import, manipulate, and visualize data in R using the tidyverse packages, including readr, stringr, dplyr, and ggplot2. The analysis focuses on a data set containing data science salaries in the USA.

䷛ Code statisticsglobe.com/data-manipulation-visualization-r-tidyverse
📚 Course statisticsglobe.com/online-course-data-manipulation-r-dplyr-tidyverse
📺 Joachim's YouTube channel @StatisticsGlobe

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Learning Python and breaking into Tech

Data Professor 2024-07-14 | Cheuk Ting Ho is a Python consultant, Director of the Python Software Foundation and a former data scientist.

In this video, Cheuk shares her journey on how she got started in Python and break into Tech.

From Social Sciences to Tech (Ft. Data Engineer Sergio)

Data Professor 2024-06-26 | From social sciences to coding, Sergio shares his journey into the tech world! After college, he dove into a Python for Data Science EDX course and his passion for tech grew from there.

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Learning Python (Ft. Data Scientist Nick Muoh)

Data Professor 2024-06-24 | Nick Muoh, a Data Scientist at Sketchup, shares his story on how he learned Python and how it shaped his career.

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This video was filmed at @PyConUS in Pittsburgh, Pennsylvania in May 2024.

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Advice for Python learners (Ft. Data Scientist Nick Muoh)

Data Professor 2024-06-22 | Nick Muoh, Data Scientist from Sketchup, shares his tips and advice for those learning Python.

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Breaking into Tech (Ft. Data Scientist Nick Muoh)

Data Professor 2024-06-20 | Meet Nick Muoh, a data scientist at SketchUp who has always been intrigued by technology. As a kid, he used to love taking things apart and fixing them for others. Now, he's using his skills to analyze data and make an impact in the tech world.

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Journey of learning Python (Ft. Python Educator, Rodrigo)

Data Professor 2024-06-18 | In this video, Rodrigo shares his journey of learning Python.

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Tips for learning Python (Ft. Python Educator, Rodrigo)

Data Professor 2024-06-16 | In this video, Rodrigo (a Python Educator from Portugal) shares his tip for learning Python.

Rodrigo teaches, programs and blogs about Python.

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Discover the Power of Python (Ft. Python Crash Course Author Eric Matthes)

Data Professor 2024-05-31 | Eric Matthes is the author of "Python Crash Course." In this video, he explains what he loves about Python.

🐍📖 Python Crash Course book amzn.to/3yQD4NC

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Tips for Mastering Python (Ft. Python Crash Course Author Eric Matthes)

Data Professor 2024-05-30 | In this video, Best-Selling Python Crash Course book author Eric Matthes shares his expert Python tips on learning and using Python.

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Who is Sebastian Flores? | PyCon US 2024

Data Professor 2024-05-27 | We may have attended some of his talk at PyCon or used some of the amazing Streamlit components that he had created, and in this video, let's learn more about Sebastian.

Connect with Sebastian on Twitter: @sebastiandres

This video was filmed at @PyConUS in Pittsburgh, Pennsylvania in May 2024.

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Try this to Level up your Coding (Ft. Sebastian Flores) | PyCon US 2024

Data Professor 2024-05-26 | In this video, you'll learn how to level up your coding and project building skills with Sebastian Flores.

Connect with Sebastian on Twitter: @sebastiandres

This video was filmed at @PyConUS in Pittsburgh, Pennsylvania in May 2024.

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Getting into Tech with Python (Ft. Sebastian Flores) | PyCon US 2024

Data Professor 2024-05-21 | In this video, Sebastian Flores shares how he got into tech by learning Python.

Connect with Sebastian on Twitter: @sebastiandres

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How to use Llama2 locally

Data Professor 2023-12-09 | In this video, you'll learn how to use Llama2 locally on your own computer (also in a Colab notebook!).

🐙 Code github.com/dataprofessor/llama2

Note: Look for Llama2.ipynb and llama2-local.py

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A glimpse into the future of LLMs with State of LLM Apps 2023

Data Professor 2023-12-05 | Streamlit had just released the State of LLM Apps 2023 and in this video we'll take a brief behind the scene look on the creation of the app.

🕹️ Try the State of LLM Apps https://state-of-llm.streamlit.app/

Learn more insights and get started on your LLM app building journey by attending BUILD, a free virtual conference Dec 5-6, 2023. Join 35k developers to explore apps, data pipelines, and ML workflows in the age of LLMs and generative AI.

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How to Get Ahead of 99% of Data Scientists with Streamlit (Tips from Tyler Richards)

Data Professor 2023-10-23 | In this video, I had the chance to chat with Tyler Richards for the second time and we talked about working in Tech, how to stand out in a highly competitive job market and much more. In brief, Tyler shares how to leverage interactive data apps (@streamlitofficial) to build strong portfolio projects.

Tyler is a Senior Data Scientist at Snowflake Inc. working on the Streamlit Open Source team.

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🛜 LinkedIn linkedin.com/in/tylerjrichards
📚 Goodreads app https://goodreads.streamlit.app/

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Streamlit LLM Hackathon

Data Professor 2023-09-08 | If large language models and generative AI sounds interesting to you, then this video is for you! Briefly, I'll give you a quick overview of the Streamlit LLM Hackathon.

In a nutshell, you'll build an LLM app using one or more of the following LLM technology from these partners:
- LangChain
- AssemblyAI
- Weaviate
- LlamaIndex
- Clarifai

👉 Go to the LLM Hackathon streamlit.io/community/llm-hackathon-2023?utm_campaign=2023-Q3%20LLM%20Hackathon&utm_medium=social&utm_source=youtube&utm_content=dataprofessor

Here's a quick summary:
📆 When? September 5-19, 2023
🎁 Prizes! Lots of cool swags and prizes!
🗺️ Where? Virtual Hackathon

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How to Use the Open-Source Hugging Chat API in Python

Data Professor 2023-08-28 | In this video, you'll learn how to use the unofficial port of the open-source Hugging Chat API in Python (namely HugChat).

Currently the LLM model provided on Hugging Chat includes: meta-llama/Llama-2-70b-chat-hf and OpenAssistant/oasst-sft-6-llama-30b.

🐙 Code github.com/dataprofessor/hugchat
🤗 Hugging Chat huggingface.co/chat
🐍 HugChat Python library pypi.org/project/hugchat

📖 Blog - How to build an LLM-powered ChatBot with Streamlit blog.streamlit.io/how-to-build-an-llm-powered-chatbot-with-streamlit
🕹️ App demo https://hugchat.streamlit.app/
🐙 App repo github.com/dataprofessor/hugchat

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How to use GitHub Codespaces for Coding and Data Science

Data Professor 2023-08-21 | In this video, you'll learn how to use GitHub Codespaces for Coding and Data Science. We'll start from scratch by installing prerequisite libraries (scikit-learn and streamlit). Next, you'll build a simple machine learning model, create a plot as well as code a @streamlitofficial app, all right on @GitHub Codespaces.

Features of GitHub Codespaces github.com/features/codespaces

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Introducing the Mito Streamlit component

Data Professor 2023-08-14 | In this video, Jake (co-founder of Mito, a Y Combinator backed startup company) gives us a quick overview and a short demo showing the new Mito Streamlit component in action.

👉 Watch this next - Podcast with Mito founders - youtube.com/watch?v=kzB9QLYdnC0
📖 Read this next - Blog on Mito as a powerful spreadsheet in Streamlit - blog.streamlit.io/data-analysis-with-mito-a-powerful-spreadsheet-in-streamlit

🛠️ Mito Docs on Creating a Mito app using @streamlitofficial bit.ly/3KBkexk
☁️ Deploy to Streamlit Community Cloud streamlit.io/cloud

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How to use the Llama 2 LLM in Python

Data Professor 2023-08-01 | In this video, you'll learn how to use the Llama 2 in Python. Llama 2 is an open source large language model created by Meta AI . The LLM model used in this tutorial is hosted on the Replicate platform.

⭐️ Watch this video on how to build a Llama 2 chatbot app using @streamlitofficial youtu.be/J8TgKxomS2g

📒 Jupyter notebook github.com/dataprofessor/llama2
🛠️ Tutorial blog on building the Llama 2 chatbot blog.streamlit.io/how-to-build-a-llama-2-chatbot
🔗 Llama 2 release note ai.meta.com/llama
🦙 Llama 2 model (7B) on Replicate replicate.com/a16z-infra/llama-2-7b-chat
🦙 Llama 2 model (13B) on Replicate replicate.com/a16z-infra/llama-2-13b-chat
🦙 Llama 2 model (70B) on Replicate replicate.com/replicate/llama-2-70b-chat

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Choosing a Programming Language to Learn!

Data Professor 2023-06-21 | In this video, I talk about the important topic of choosing a programming language to learn!

👉 Watch the full video youtu.be/MD9aAMMyZCQ

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Identifying the PROBLEM to solve when learning to CODE

Data Professor 2023-06-14 | In this YouTube shorts, I share with you tips for learning to code by FIRST identifying the PROBLEM to solve.

👉 Watch the full video youtu.be/MD9aAMMyZCQ

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How to unleash the power of ChatGPT on your Pandas Dataframes with Mito AI

Data Professor 2023-06-09 | Mito is a spreadsheet interface for Python. You can call Mito into your Python environment and each edit made in the interface will generate the equivalent Python in the code cell below.

In this video, Jake introduces Mito AI where users can access ChatGPT from inside their Python environment. The user can have Mito AI complete tasks or answer questions with the data, and each edit will be reflected in the Mito interface, as well as generate the equivalent Python code. Mito AI allows the user to generate code with an LLM, and validate that the LLM was correct by seeing their data change in the spreadsheet in real time. Mito will highlight all the changes that the LLM makes, so the user can easily validate them.

👉 Mito AI Product Hunt Page producthunt.com/posts/mito-ai
📖 Read more about Mito AI docs.trymito.io/how-to/mito-ai
⚙️ Mito install instructions docs.trymito.io/getting-started/installing-mito

Note: This is not a sponsored video.

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How I would learn Python

Data Professor 2023-06-05 | Learning to code has opened up several doors of opportunities for me: allowing me to start this YouTube channel and transition into Tech. In this video, I share my tips for learning Python if I was to start over.

👉 Watch the full version of this video youtu.be/MD9aAMMyZCQ

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How I would learn Python

Data Professor 2023-05-13 | Learning to code has opened up several doors of opportunities for me: allowing me to start this YouTube channel and transition into Tech. In this video, I share my tips for learning Python if I was to start over.

Timeline
0:00 Introduction
0:32 Step 1 Identifying the problem
2:28 Step 2 Choose a programming language
3:25 Step 3 Build projects
5:26 Step 4 Tools of the trade
9:35 Bonus 1 - Books
10:52 Bonus 2 - Getting unstuck
12:00 Bonus 3 - Content creation
12:58 Bonus 4 - Networking & Building in public
14:30 Bonus 5 - Repeat
15:17 Conclusion

👉 ChatGPT playlist youtube.com/watch?v=Nj_zUMVuRUg&list=PLtqF5YXg7GLk696DOK7hpj6AGkYdWAPSE
👉 Streamlit playlist youtube.com/watch?v=ZZ4B0QUHuNc&list=PLtqF5YXg7GLmCvTswG32NqQypOuYkPRUE

📚 Books mentioned in video
9:49 amzn.to/3BmjEhZ
9:54 amzn.to/41xrIHi
10:00 amzn.to/41u4SAg
10:05 amzn.to/3M5lV63
10:13 amzn.to/44WIItc

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Data Science Podcast with Jess Haberman from Anaconda

Data Professor 2023-05-02 | In this video, I have the pleasure of talking with Jess Haberman, Director of Learning Solutions from Anaconda for this episode of Data Science Podcast.

Links mentioned in the video (Not Sponsored)
🐍 Anaconda Learning: Enter 30-day trial promo code DATAPROF at checkout: bit.ly/3zyHQwG
🔗 Connect with Jess Haberman on LinkedIn linkedin.com/in/jhaberman

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Streamlit Hackathon - Ready, Set, Build!

Data Professor 2023-05-01 | In this video, I’ll give you all the information you need to get started in the Streamlit Hackathon.

1. Hackathon deadline
🗓️ May 5, 2023
2. App-building criteria
1️⃣ Build Streamlit app that connects to Snowflake data OR
2️⃣ Build Streamlit app for work
3. Resources to get you started in using Streamlit with Snowflake
🔗 How to connect Streamlit to Snowflake youtube.com/watch?v=SgWxkAdjK78
🔗 Building a Data Application with Snowflake Marketplace, Snowpark, and Streamlit youtube.com/watch?v=or0eeWIcDrg
4. Ideas for the app
🔗 How to Create an ML Visualization & Monitoring App With Streamlit on Snowflake phdata.io/blog/how-to-create-an-ml-visualization-and-monitoring-app-with-streamlit-on-snowflake
5. Tips
📖 Hackathon 101: 5 simple tips for beginners blog.streamlit.io/hackathon-101-5-simple-tips-for-beginners

So what are you waiting for? Ready, set, build!

🛠️ About the Hackathon discuss.streamlit.io/t/enter-the-summit-hackathon/40473
⭐️ Submit your hackathon entry forms.streamlit.io/summit-hackathon

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Building a web app in Python for analyzing YouTube channels

Data Professor 2023-03-25 | In this video, we're going to build a Streamlit web app in Python for analyzing YouTube channel data. Webscraping was performed using BrightData to obtain data pertaining to YouTube channel information that is exported in JSON format.

🔗 Learn more about BrightData and follow along get.brightdata.com/dataprofessor
🐙 Code for webscraping on BrightData github.com/dataprofessor/youtube-data-scripts
🐙 Code for app github.com/dataprofessor/youtube-data-app
🕹 Demo app https://youtube-data-channels.streamlit.app/

⏰ Timeline:
0:00 Introduction
1:25 Designing the app
3:31 Preview of data app
6:11 BrightData for web scraping
8:49 Exploring the webscraped JSON data
9:36 Walkthrough of the code
12:30 Next steps
13:22 Conclusion

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ChatGPT a threat for schools?

Data Professor 2023-02-14 | This video provides a brief overview on the threat of ChatGPT for schools.

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How to use ChatGPT to Explain Code

Data Professor 2023-01-29 | In this video, I'll show you how to use ChatGPT to explain Python code. This may come in handy for beginners learning to code or as a helping tool to help you in documenting code. In this example, we're explaining code used for building a Streamlit app.

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🎈 Animated-GIF Streamlit app youtu.be/OQv1jnw9_5s

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How to use ChatGPT to Generate Code in 90 seconds

Data Professor 2023-01-20 | In this video, I'll show you how to use ChatGPT to generate code. In a nutshell, you'll provide your input prompt and ChatGPT will generate the corresponding code (here we use Python as an example).

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How to summarize text using ChatGPT

Data Professor 2023-01-13 | In this video, you'll learn how to summarize text using ChatGPT. The example text that we'll be using will come from a research article.

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📄 Example research article peerj.com/articles/11716

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