Extract Text from PDFs & Images for LLMs Using Python Tech With Zoum 2023-07-25 | This video aims to provide a few technics to efficiently extract text from any type of document. After completing this tutorial, you will have a clear idea of which tool to use depending on your use case. Source code: github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/OCR_Content_Extraction.ipynb Medium Article: towardsdatascience.com/how-to-extract-text-from-any-pdf-and-image-for-large-language-model-2d17f02875e6Connect:- LinkedIn: linkedin.com/in/zoumana-keita - Website: zoumdatascience.com - Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience - Email me: zoumana.keita@hotmail.com Support: - buymeacoffee.com/zoumanakeig About me: Hey there! My name is Zoumana. I got my Bachelors's in Mathematics and Computer Science, and my Master's in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters's in Data Science & Business from Texas Tech University. I want to share my expertise with you and help you grow ๐ in your career as Data Scientist so that you can become an expert yourself. #python #datascience #ocr #langchain #machinelearning
How To Build RAG ChatBot Including Graphical Interface - With Code Tech With Zoum 2024-09-06 | How to build AWS RAG Chatbot With Graphical Interface? In this video, I walk you through the end-to-end process for building a powerful RAG-based chatbot using Bedrock, Lambda function, API Gateway, and Streamlit for creating a graphical interface.Please give this video a like if you found it helpful! ๐ Comment down below what you are mainly using AWS Bedrock for โฌ๏ธโฌโฌโฌโฌ Chapters โฌโฌโฌโฌ0:00 Project introduction and workflow. 2:47 How to create an S3 bucket and OpenSearch Knowledge base. 8:07 How to create a lambda function to interact with AWS Bedrock. 16:46 How to test lambda function for a chat system. 18:14 How to create an API Gateway to interact with the lambda function. 20:28 How to test and deploy an API Gateway. 21:58 How to interact with an API Gateway link from Postman. 23:32 How to build a graphical interface for AWS RAG. 28: 00 How to delete a bedrock knowledge baseSource code: github.com/keitazoumana/bedrock-chatbot-with-graphical-interface โฌโฌโฌโฌ ๐ Watch these videos next โฌโฌโฌโฌHow to Build RAG-based Chatbot: 5 Steps with Amazon Bedrockyoutu.be/sC8vcRuHDB0How to Build Anything With AI Agents - With Code: youtube.com/watch?v=NDIkQ3jises PDF to JSON: LLM-Powered Data Extraction In Python: youtube.com/watch?v=37i6Gx1uvVs Multimodal RAG: Text, Images, Tables & Audio Pipeline: youtube.com/watch?v=D5iKsvK7cXg&t=1sโฌโฌโฌโฌ New to the "Tech With Zoumโ? โฌ๏ธ โฌโฌโฌโฌโบ ๐ธ Follow me on Instagram - instagram.com/techwithzoum/โบ ๐ธ ๐ My Medium Blog - zoumanakeita.medium.com โบ ๐จ๐ฝโ๐ป 13K+ Community on LinkedIn - linkedin.com/in/zoumana-keita โบ ๐ง Email zoumana.keita@hotmail.comโบ ๐ฐ Support me - buymeacoffee.com/zoumanakeig#llm #generativeai #aws #amazoncloud #bedrock #artificialintelligence
How to Build RAG based Chatbot: 5 Steps with Amazon Bedrock Tech With Zoum 2024-08-29 | How to build a RAG-based chatbot using Amazon Bedrock?In this video, I walk through 5 steps to help you build your first powerful RAG-based chatbot, fully managed by AWS. Please give this video a like if you found it helpful! ๐ Comment down below what you are mainly using AWS Bedrock for โฌ๏ธโฌโฌโฌโฌ Chapters โฌโฌโฌโฌ0:00 Create a chatbot using AWS Bedrock0:07 Step 1: How to create an IAM User2:22 Step 2: How to create an S3 bucket and upload data3:57 Step 3: How to create a Bedrock knowledge base8:40 Step 4: How to sync S3 bucket with Bedrock knowledge base9:50 Step 5: How to interact with your chatbot on AWS Bedrockโฌโฌโฌโฌ ๐ Watch these videos next โฌโฌโฌโฌHow to Build Anything With AI Agents - With Code: youtube.com/watch?v=NDIkQ3jises PDF to JSON: LLM-Powered Data Extraction In Python: youtube.com/watch?v=37i6Gx1uvVs Multimodal RAG: Text, Images, Tables & Audio Pipeline: youtube.com/watch?v=D5iKsvK7cXg&t=1sโฌโฌโฌโฌ New to the "Tech With Zoumโ? โฌ๏ธ โฌโฌโฌโฌโบ ๐ธ Follow me on Instagram - ย instagram.com/techwithzoumโบ ๐ธ ๐ My Medium Blog - zoumanakeita.medium.com โบ ๐จ๐ฝโ๐ป 13K+ Community on LinkedIn - linkedin.com/in/zoumana-keita โบ ๐ง Email zoumana.keita@hotmail.comโบ ๐ฐ Support me - buymeacoffee.com/zoumanakeig#llm #generativeai #aws #amazoncloud #bedrock #artificialintelligence
How to Build A Complete ML Architecture With SageMaker + API Gateway + Lambda | PART2 Tech With Zoum 2024-08-14 | Learn how to build, deploy, and create an API for a Machine Learning model using AWS Cloud services. This comprehensive two-part course covers:Part 1 (Link below):โบ Fine-tuning and deploying a model with Amazon SageMaker: youtu.be/zv1RPZBAv9k?si=6P5aihosHfrna9-dPart 2 (Current Video)This is what you will learn in this second part:โบ Creating an API for SageMaker Endpoint interactionโบ Utilizing AWS Lambda and API Gatewayโบ Deploying the APIThis course empowers you with practical skills in:โบ Amazon SageMakerโบ AWS LambdaโบAmazon API GatewayCHAPTERS0:00 - Introduction and Goal01:04 - Who am I?01:23 - How to create, implement, and configure the Lambda function06:43 - How to set Up IAM Role Lambda - SageMaker Connection 08:47 - How to test the Lambda function10:38 - How to create, configure, and test API Gateway in AWS15:49 - How to deploy API for external Users with API Gateway in AWS19:36 - How to clean up an AWS SageMaker endpoint19:54 - Conclusion and Thank YouSource code:github.com/keitazoumana/AWS-SageMaker-End-to-End-ML-ProjectโบLLM Projects: How to Build Anything With AI Agents - With Code: youtube.com/watch?v=NDIkQ3jises PDF to JSON: LLM-Powered Data Extraction In Python: youtube.com/watch?v=37i6Gx1uvVs Multimodal RAG: Text, Images, Tables & Audio Pipeline: youtube.com/watch?v=D5iKsvK7cXg&t=1sConnect: โบMedium: zoumanakeita.medium.comโบLinkedIn: linkedin.com/in/zoumana-keitaโบTwitter: twitter.com/zoumana_keita_ โบEmail me: zoumana.keita@hotmail.com ๐๏ธ Support me: buymeacoffee.com/zoumanakeig#technology #aws #cloudcomputing #amazoncloud
How to Build A Complete ML Architecture With SageMaker + API Gateway + Lambda | PART1 Tech With Zoum 2024-08-09 | This video is the first installment in a comprehensive two-part series that guides viewers through the entire process of developing and deploying a machine learning model using Amazon Web Services (AWS) tools. The series covers the journey from fine-tuning a machine learning model to its deployment in a production environment, utilizing AWS SageMaker for model training and hosting. Additionally, it demonstrates how to create a serverless API using AWS API Gateway and Lambda functions to interact with the deployed model endpoints, enabling practical applications of the trained model.PART 2 is available below:โบ How to Build A Complete ML Architecture With SageMaker + API Gateway + Lambda | PART2: youtu.be/Ja6kud9t5dE CHAPTERS0:00 - Introduction and Goal01:39 - Prerequisites and Setup06:40 - Configure S3 and SageMaker11:14 - Model Fine-tuning with SageMaker 22:11 - Deploy Model to SageMaker Endpoint24:05 - Model Inferencing & Performance25:35 - Next StepsSource code:github.com/keitazoumana/AWS-SageMaker-End-to-End-ML-ProjectโบLLM Projects: How to Build Anything With AI Agents - With Code: youtube.com/watch?v=NDIkQ3jises PDF to JSON: LLM-Powered Data Extraction In Python: youtube.com/watch?v=37i6Gx1uvVs Multimodal RAG: Text, Images, Tables & Audio Pipeline: youtube.com/watch?v=D5iKsvK7cXg&t=1sConnect: โบMedium: zoumanakeita.medium.comโบLinkedIn: linkedin.com/in/zoumana-keitaโบTwitter: twitter.com/zoumana_keita_ โบEmail me: zoumana.keita@hotmail.com ๐๏ธ Support me: buymeacoffee.com/zoumanakeig
How to Build Anything With AI Agents - With Code Tech With Zoum 2024-07-31 | In this comprehensive tutorial, you will learn what AI Agents are and how to create one to solve real-world problems using Python. Whether you're a beginner or an experienced programmer, this step-by-step guide will walk you through the process of building and implementing your own AI Agent. โน๏ธ DIFFERENT CHAPTERS0:00 - Introduction 2:06 - Use Case and Workflow 3:53 - Coding 14:40 - Results Explanation [End] - ConclusionSource code: github.com/keitazoumana/LLMs/blob/main/Multi_Agents_For_Content_Creation.ipynbConnect: - Medium: zoumanakeita.medium.com- LinkedIn: linkedin.com/in/zoumana-keita- Twitter: twitter.com/zoumana_keita_ - Email me: zoumana.keita@hotmail.com ๐๏ธ Support me: buymeacoffee.com/zoumanakeig #artificialintelligence #technology #openai #largelanguagemodels #gpt4
PDF to JSON: LLM-Powered Data Extraction In Python Tech With Zoum 2024-07-22 | This video provides a step-by-step guide to help you learn how to use Large Language Models (LLMs) to extract data from PDFs and convert it into JSON format. The tutorial covers prompt engineering techniques and practical implementation steps.โน๏ธ DIFFERENT CHAPTERS0:00 - Introduction 00:42 - Use case workflow 1:56 - Usec case data and prompt7:18 - Environment configuration9:12 - Helper functions definition13:33 - Document parsing and Analysis19:25 - Conclusion and next steps Source code: github.com/keitazoumana/LLMs/blob/main/Extract_Metadata_With_Large_Language_Models_V2.ipynb Connect: - Medium: zoumanakeita.medium.com- LinkedIn: linkedin.com/in/zoumana-keita- Twitter: twitter.com/zoumana_keita_ - Email me: zoumana.keita@hotmail.com ๐๏ธ Support me: buymeacoffee.com/zoumanakeig #artificialintelligence #technology #openai #largelanguagemodels #gpt4
Multimodal RAG: Text, Images, Tables & Audio Pipeline Tech With Zoum 2024-07-19 | Explore multimodal Retrieval-Augmented Generation (RAG) with this comprehensive video. Learn how to build an end-to-end RAG pipeline that handles text, images, graphs, tables, and audio data using Weaviate as a vector database. This video covers everything from data collection to system testing, with a focus on ESG and Finance applications. Perfect for AI engineers, data scientists, and machine learning enthusiasts looking to expand their skills in building versatile and powerful RAG systems.โน๏ธ CHAPTERS OF THE VIDEO 0:00 - Introduction0:53 - Overview of Multimodal RAG5:50 - Text, Images, Tables, and Audio Data Collection & Preprocessing41:34 - Set Up Weaviate49:40 - Data Ingestion into Weaviate54:21 - Implementing the Retriever Component58:47 - Building the Augmented Generation Component01:03:41 - Testing and Optimizing the RAG System01:09:42 - Clean Workspace01:09:54 - Conclusion and Next StepsCode: github.com/keitazoumana/multimodal-rag-esgConnect: - Medium: zoumanakeita.medium.com- LinkedIn: linkedin.com/in/zoumana-keita- Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience- Email me: zoumana.keita@hotmail.com ๐๏ธ Support me: buymeacoffee.com/zoumanakeig #artificialintelligence #gpt4 #openai #largelanguagemodels
How to Build a Strong Personal Brand on Social Media Tech With Zoum 2023-10-26 | Tips and tricks for building a strong personal brand on social media, with a specific focus on LinkedIn.#socialmedia #branding #datascience #technology
GPT3.5 Turbo Fine-tuning + Graphical Interface Tech With Zoum 2023-08-25 | Fine-tuning GPT3.5 turbo is now available. This release gives anyone the ability to leverage the efficiency of this powerful model for their use case. In this video, I explain how to fine-tune GPT3.5 turbo on domain-specific data. ๐ Code notebook:github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/Fine_tuning_gpt_3_5_turbo.ipynbConnect: - Medium: zoumanakeita.medium.com- LinkedIn: linkedin.com/in/zoumana-keita- Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience- Email me: zoumana.keita@hotmail.com ๐๏ธ Support me with a coffee:- buymeacoffee.com/zoumanakeig #artificialintelligence #gpt4 #openai #nlp
How To Deploy Large Language Models Into Production Tech With Zoum 2023-08-21 | In this tutorial, you will learn how to create an API server to serve your model using Postman. Full video link: youtu.be/6CRrhxpF8WI#artificialintelligence #technology #largelanguagemodels #python
Deploy Large Language Models Into Production At NO COST! Tech With Zoum 2023-08-18 | In this tutorial, you will learn how to create an API server to serve your model using Postman. Source Code: - github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/serve_LLM_Using_vLLM_framework.ipynb Connect: - LinkedIn: linkedin.com/in/zoumana-keita - Website: zoumdatascience.com - Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience - Email me: zoumana.keita@hotmail.com Support: - buymeacoffee.com/zoumanakeig About me: Hey there! My name is Zoumana, and I am an EX-IBM and Data Scientist at IFC (World Bank Group). I got my first Master's in Computer Science with concentrations in Machine Learning in Paris, France, and the Second one in Data Science in Texas, US. My goal on this channel is to share my expertise with you and help you grow ๐ in your career as Data Scientist. #datascience #artificialintelligence #machinelearning #technology
Web Scraping By Only Using Prompts - Zero Coding Skills Required! Tech With Zoum 2023-08-07 | In this video, you will learn how to scrape data from the internet, then compile your findings and export them into an easily accessible Excel format with zero code. Medium article: artificialcorner.com/how-to-scrape-a-web-page-with-chatgpt-no-programming-required-d63d6a561aee MIT News Website: https://news.mit.edu/topic/artificial-intelligence2 Connect: - LinkedIn: linkedin.com/in/zoumana-keita- Website: zoumdatascience.com - Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience - Email me: zoumana.keita@hotmail.com Support: - buymeacoffee.com/zoumanakeig About me: Hey there! My name is Zoumana, and I am an EX-IBM and Data Scientist at IFC (World Bank Group). I got my first Master's in Computer Science with concentrations in Machine Learning in Paris, France, and the Second one in Data Science in Texas, US. My goal on this channel is to share my expertise with you and help you grow ๐ in your career as Data Scientist. #datascience #artificialintelligence #machinelearning #technology
Large Language Models: How to Chat With Any PDFs And Image Files - Source Code Available! Tech With Zoum 2023-08-03 | In this video, you will learn how to build a system to chat with any PDFs and Images using large language models.Source Code: - github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/Chat_With_Any_Document.ipynb - Full article on Medium: towardsdatascience.com/how-to-chat-with-any-file-from-pdfs-to-images-using-large-language-models-with-code-4bcfd7e440bc Experimentation Data: - PDF Document: github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/data/transformer_paper.pdf - Image Document: github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/data/zoumana_article_information.png Connect: - LinkedIn: linkedin.com/in/zoumana-keita - Website: zoumdatascience.com - Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience - Email me: zoumana.keita@hotmail.com Support: - buymeacoffee.com/zoumanakeig About me: Hey there! My name is Zoumana, and I am an EX-IBM and Data Scientist at IFC (World Bank Group). I got my first Master's in Computer Science with concentrations in Machine Learning in Paris, France, and the Second one in Data Science in Texas, US. My goal on this channel is to share my expertise with you and help you grow ๐ in your career as Data Scientist. #datascience #artificialintelligence #machinelearning #technology
Part 2 - Deployment of ML Application In Microsoft Azure Cloud Using Docker Container Approach Tech With Zoum 2023-05-27 | In this video, you will learn how to deploy a Machine Learning application on Microsoft Azure as a Web Application using Docker. Part 1 - How to Build a Docker Container for Machine Learning Models youtube.com/watch?v=I-CNqNXn3hg&t=3s Source code:github.com/keitazoumana/Dockerize_ML_ModelMicrosoft Azure Portalportal.azure.comConnect:- LinkedIn: linkedin.com/in/zoumana-keita - Website: zoumdatascience.com - Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience - Email me: zoumana.keita@hotmail.com Support: buymeacoffee.com/zoumanakeig About me: Hey there! My name is Zoumana. I got my Bachelors's in Mathematics and Computer Science, and my Master's in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters's in Data Science & Business from Texas Tech University. I want to share my expertise with you and help you grow ๐ in your career as Data Scientist so that you can become an expert yourself. #machinelearning #datascience #technology #docker #microsoftazure #mlops
How to Build a Docker Container for Machine Learning Models Tech With Zoum 2023-05-18 | In this video, you will learn how to build a Machine Learning model, create a Flask application to interact with your model and create a docker container for the final model. How to Build a Graphical Interface for Your Machine Learning Model for FREEyoutube.com/watch?v=OgQyZ4LApnYSource code:github.com/keitazoumana/Dockerize_ML_ModelConnect:- LinkedIn: linkedin.com/in/zoumana-keita - Website: zoumdatascience.com - Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience - Email me: zoumana.keita@hotmail.com Support: buymeacoffee.com/zoumanakeig About me: Hey there! My name is Zoumana. I got my Bachelors's in Mathematics and Computer Science, and my Master's in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters's in Data Science & Business from Texas Tech University. I want to share my expertise with you and help you grow ๐ in your career as Data Scientist so that you can become an expert yourself. #machinelearning #datascience #technology #docker #flask #python
Seven Python and Pandas Tricks That Will Help You Be More Productive Tech With Zoum 2023-04-11 | In this video, you will learn Seven Python and Pandas Tricks That Will Help You Be More Productive. Full article on Medium:medium.com/towards-data-science/pandas-python-tricks-for-data-science-data-analysis-part-5-8fc987cd82da Connect:- LinkedIn: linkedin.com/in/zoumana-keita - Website: zoumdatascience.com - Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience - Email me: zoumana.keita@hotmail.com Support: - buymeacoffee.com/zoumanakeig About me: Hey there! My name is Zoumana. I got my bachelor's in Mathematics and Computer Science, and my Master's in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters in Data Science & Business from Texas Tech University. I want to share my expertise with you and help you grow ๐ in your career as Data Scientist so that you can become an expert yourself. #python #datascience #machinelearning #technology
How to Make Your Machine Learning Model Explainable? Tech With Zoum 2023-04-02 | In this video, you will learn how to build an explainability layer on top of your Machine Learning models to understand their decision-making logic. Full article on Medium:towardsdatascience.com/explainable-ai-xai-lime-shap-two-great-candidates-to-help-you-explain-your-machine-learning-a95536a46c4eConnect:- LinkedIn: linkedin.com/in/zoumana-keita - Website: zoumdatascience.com - Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience - Email me: zoumana.keita@hotmail.com Support: buymeacoffee.com/zoumanakeig About me: Hey there! My name is Zoumana. I got my bachelor's in Mathematics and Computer Science, and my Master's in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters in Data Science & Business from Texas Tech University. I want to share my expertise with you and help you grow ๐ in your career as Data Scientist so that you can become an expert yourself#machinelearning #datascience #technology #python
How to Build a Graphical Interface for your Machine learning Model for FREE Tech With Zoum 2023-03-18 | Create a User Interface for your machine learning model without breaking the bank ๐ฆ๐ตAre you looking to take your machine learning model to the next level ๐ by building a graphical interface for it? While this step can be extremely valuable ๐ก in simulating the behavior of your model in production, it can also be expensive ๐ต and time-consuming โฐ. In this video, you'll learn how to build your machine-learning model and create a graphical interface for free. Source Code on GitHub:github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/Gradio_Tutorial.ipynbConnect:- LinkedIn: linkedin.com/in/zoumana-keita - Website: zoumdatascience.com - Twitter: twitter.com/zoumana_keita_ - TikTok: tiktok.com/@zoumdatascience - Email me: zoumana.keita@hotmail.com Support: buymeacoffee.com/zoumanakeig About me: Hey there! My name is Zoumana. I got my Bachelors in Mathmatics and Computer Science, and my Masters in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters in Data Science & Business from Texas Tech University. I want to share my expertise with you, help you grow ๐ in your career as Data Scientist so that you can become an expert yourself.#datascience #python #tech #machinelearning #datascience #artificialintelligence
Free Machine Learning, Data Science & MLOps Resources Tech With Zoum 2023-03-15 | This video is the collection of articles, and videos that I have written on Medium DataCamp, Pinecone and YouTube to help you get started on your learning journey.Resources on GitHub:github.com/keitazoumanaConnect:- LinkedIn: linkedin.com/in/zoumana-keita- Website: zoumdatascience.com- Twitter: twitter.com/zoumana_keita_- TikTok: tiktok.com/@zoumdatascience- Email me: zoumana.keita@hotmail.com Support:buymeacoffee.com/zoumanakeigAbout me:Hey there! My name is Zoumana. I got my Bachelors in Mathmatics and Computer Science, and my Masters in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters in Data Science & Business from Texas Tech University. I want to share my expertise with you, help you grow ๐ in your career as Data Scientist so that you can become an expert yourself.#python #tech #machinelearning #datascience #data #mlops #deeplearning #artificialintelligence
Transform Your Data Type in Seconds with Pandas astype Function! Tech With Zoum 2023-03-02 | Having the wrong data format is a common challenge when dealing with real-world ๐ data.For instance, you might have a numerical value that is stored as a string such as "20" instead of 20.โ Using the ๐ฎ๐๐๐๐ฝ๐ฒ function, you can easily convert data from one type to another (e.g. string to numerical).#python #machinelearning #datascience #dataanalytics #pandas
How to Humanize Your Python Code - A Deep Dive into the Python humanize Library Tech With Zoum 2023-02-26 | This video explains how to format your Python output in a way that's more human-readable. The python code is available from the "Blog & Code" section below.More resources:Blog & Code: medium.com/towards-data-science/bridge-the-gap-between-data-and-humanity-with-the-power-of-this-python-library-553a9f55908bConnect:- LinkedIn: linkedin.com/in/zoumana-keita- Website: zoumdatascience.com- Twitter: twitter.com/zoumana_keita_- TikTok: tiktok.com/@zoumdatascience- Email me: zoumana.keita@hotmail.com Support:buymeacoffee.com/zoumanakeigAbout me:Hey there! My name is Zoumana. I got my Bachelors in Mathmatics and Computer Science, and my Masters in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters in Data Science & Business from Texas Tech University. I want to share my expertise with you, help you grow ๐ in your career as Data Scientist so that you can become an expert yourself. #python #tech #technology #coding #developer
Data-Driven Fitness - A Day in the Life of a Data Scientist at the Gym Tech With Zoum 2023-02-24 | Maintaining a healthy lifestyle is crucial to achieve our goals, both personally and professionally. As much as I enjoy drafting new articles and honing my Pandas and Python skills, I also make sure to take some time off for my physical health.After running 5 miles per day, I head to the gym to work on my strength and flexibility. From weightlifting to Taekwondo training, I make sure to mix up my routine to keep things interesting. Now that I've shared my favorite way to stay active, what's yours?Do you prefer to hit the gym, go for a run, or maybe try something more adventurous like rock climbing or surfing? Let's inspire each other to stay fit and healthy!#workout #technology #datascience #machinelearningengineer
Create an Animated Video Using AI Without Coding! Tech With Zoum 2023-02-22 | This is the final result of an experiment combining only Artificial Intelligence solutions. It has been created in less than 5 minutes using 4 main steps. The full tutorial will be released soon on my channel. #technology #artificialintelligence #midjourney
Run Queries Using Pandas Tech With Zoum 2023-02-21 | Pandas's power can't be explored enough in #DataScience ๐ป๐As Data Analyst or Scientist, you might want to filter ๐ through your data to find relevant insights.โ This can be achieved using the built-in ๐พ๐๐ฒ๐ฟ๐() function in Pandas.It runs queries based on boolean expressions, as you would write a natural language sentence! ๐ฌ#python #datascience #technology #opensource #shorts
Convert Natural Language into Their Numerical Representation in Python Tech With Zoum 2023-02-20 | Natural language ๐ฃ๏ธ is everywhere ๐, even in our DataFrames.This is not a bad thing itself because it is the perfect ๐๐ฏ type of data when performing natural language processing tasks.However, their limitations ๐๐ซ become obvious when trying to perform numerical computation.๐ ๏ธโ To tackle this issue, you can use the ๐ป๐๐บ๐ฒ๐ฟ๐ถ๐๐ฒ() function from the python library ๐ป๐๐บ๐ฒ๐ฟ๐ถ๐๐ฒ๐ฟ.โจ It converts natural language expressions of numbers into their actual numerical values.#python #datascience #technology #opensource
How to Add Style to Your DataFrames in Few Seconds Tech With Zoum 2023-02-17 | Learn How to Style Your Pandas Dataframes using the built-in style module.Connect:- LinkedIn: linkedin.com/in/zoumana-keita- Website: zoumdatascience.com- Twitter: twitter.com/zoumana_keita_- Email me: zoumana.keita@hotmail.com Support:buymeacoffee.com/zoumanakeigAbout me:Hey there! My name is Zoumana. I got my Bachelors in Mathmatics and Computer Science, and my Masters in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters in Data Science & Business from Texas Tech University. I want to share my expertise with you, help you grow ๐ in your career as Data Scientist so that you can become an expert yourself. #datascience #pandasdataframe #python #machinelearning
Boost Your Productivity With ChatGPT as a Data Scientist, Data Analyst or a Programmer Tech With Zoum 2023-02-13 | In this video, you will learn how to boost your productivity with ChatGPT. Whether you are a Data Scientist, Machine Learning Engineer or a Developer, you will have your takeaway from this few minutes of exploring ChatGPT.More resources:Blog & Code: medium.com/geekculture/chatgpt-for-data-scientists-data-analysts-and-programmers-3422973960cd---Connect:- LinkedIn: linkedin.com/in/zoumana-keita- Website: zoumdatascience.com- Twitter: twitter.com/zoumana_keita_- Email me: zoumana.keita@hotmail.com Support:buymeacoffee.com/zoumanakeigAbout me:Hey there! My name is Zoumana. I got my Bachelors in Mathmatics and Computer Science, and my Masters in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters in Data Science & Business from Texas Tech University. I want to share my expertise with you, help you grow ๐ in your career as Data Scientist so that you can become an expert yourself. #chatgpt #python #datascience #technology
Fundamentals of Statistics All Data Scientist & Analyst Should Know - Part 1 Tech With Zoum 2023-02-04 | This video is a first of a series about the fundamentals of statistics that any Data Scientist and Data Analyst should know. It covers the following 4 main topics: - Population & sample - Different types of data- Different measures of central tendency- Different measures of shapeThe python code is available from the "Blog & Code" section below.More resources:Blog & Code: towardsdatascience.com/fundamentals-of-statistics-all-data-scientists-analysts-should-know-with-code-part-1-d6ac0f4b99b5---Connect:- LinkedIn: linkedin.com/in/zoumana-keita- Website: zoumdatascience.com- Twitter: twitter.com/zoumana_keita_- Email me: zoumana.keita@hotmail.com Support:buymeacoffee.com/zoumanakeigAbout me:Hey there! My name is Zoumana. I got my Bachelors in Mathmatics and Computer Science, and my Masters in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters in Data Science & Business from Texas Tech University. I want to share my expertise with you, help you grow ๐ in your career as Data Scientist so that you can become an expert yourself. #statistics #python #datascience #technology
Is Polars the Next Library for Big Data Processing in Python? Tech With Zoum 2023-01-29 | This video covers a comparative analysis between Pandas and Polars using Python. At the end of the video, you will have a good idea of which one worths the use to processing gigabytes of data.More resources:Blog & Code: medium.com/geekculture/which-one-of-these-3-open-source-libraries-is-better-for-processing-gigabytes-of-data-6398af287b5aCompare Pandas to datatable: towardsdatascience.com/when-should-you-consider-using-datatable-instead-of-pandas-to-process-large-data-29a4245f67c6---Connect:LinkedIn: linkedin.com/in/zoumana-keitaWebsite: zoumdatascience.comTwitter: twitter.com/zoumana_keita_Email me: zoumana.keita@hotmail.com Support:buymeacoffee.com/zoumanakeigAbout me:Hey there! My name is Zoumana. I got my Bachelors in Mathmatics and Computer Science, and my Masters in Computer Science with concentrations in Machine Learning & Data Science in Paris. I hold a second Masters in Data Science & Business from Texas Tech University. I want to share my expertise with you, help you grow ๐ in your career as Data Scientist so that you can become an expert yourself. #technology #python #datascience #bigdata
Customer Segmentation Using KMeans Clustering Algorithm in Python Tech With Zoum 2023-01-18 | In this video you will learn how to solve the customer segmentation problem using KMeans clustering Algorithm with Python programming language. Full article available on Towards Data Science medium.com/towards-data-science/how-to-perform-kmeans-clustering-using-python-7cc296cec092#machinelearning #python #clustering
Use These 3 Pandas Tricks to Boost Your Productivity... Tech With Zoum 2023-01-14 | In this video you will learn three main Pandas tricks to boost your productivity as Data Scientist. Source code: github.com/keitazoumana/YouTube_Contents/blob/main/Boost_Productivity.ipynb My blog: zoumdatascience.com#datascience #python #machinelearning
Channel for All Things Data Science, Artificial Intelligence, Machine Learning Tech With Zoum 2022-12-28 | Join ZoumDataScience for all things Data Science, Artificial Intelligence, Machine Learning and Python Programming. ๐ Social Media & Contact ๐ ๐๐ฒ๐'๐ ๐ฐ๐ผ๐ป๐ป๐ฒ๐ฐ๐ https://linktr.ee/zoumana#python #artificialintelligence #datascience #machinelearning
Create Plagiarism Detection Tool Using Transformers Tech With Zoum 2022-12-26 | In this video, you will understand the main issues related to traditional plagiarism detection tools. Then you will create a more robust one using Transformers BERT model using Python. โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code & Medium Article ๐ ๐ฆ๐ผ๐๐ฟ๐ฐ๐ฒ ๐ฐ๐ผ๐ฑ๐ฒ: github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/Plagiarism_detection.ipynb ๐๐ฎ๐๐ฎ ๐ฆ๐ฒ๐ ๐ผ๐ป ๐๐ฎ๐ด๐ด๐น๐ฒ: kaggle.com/datasets/allen-institute-for-ai/CORD-19-research-challenge๐๐๐น๐น ๐ฎ๐ฟ๐๐ถ๐ฐ๐น๐ฒ ๐ผ๐ป ๐ฃ๐ถ๐ป๐ฒ๐ฐ๐ผ๐ป๐ฒ: pinecone.io/learn/plagiarism-detection๐ Social Media & Contact ๐ Link Tree ๐ฒ https://linktr.ee/zoumana#python #transformers #artificialintelligence
Create Your Own Audio Book App In Different Languages Using Python Tech With Zoum 2022-12-22 | In this video you will learn how to create your own audio book application in English and French using Python.โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code & Medium Article ๐ Source code: github.com/keitazoumana/YouTube_Contents/blob/main/Build_Audio_Book.ipynb ๐Books used in the tutorial1. English http://aero-comlab.stanford.edu/jameson/world_history/A_Short_History_of_Africa.pdf2. French gisnt.org/pdf/Histoire%20g%C3%A9n%C3%A9rale%20de%20l%20Afrique%20I.pdf๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #python #artificialintelligence #texttospeech
Create a virtual environment and connect it to jupyter notebook Tech With Zoum 2022-12-19 | In this video you will learn how to create a virtual environment and connect it to your jupyter notebooks โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code & Medium Article ๐ medium.com/towards-data-science/how-to-create-a-virtual-environment-and-use-it-on-jupyter-notebook-6c0b7b1cfca0๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #python #datascience #coding #virtualenv
Transcribe YouTube Videos, Audio to Text with OpenAI Whisper Tech With Zoum 2022-12-16 | In this video you will learn how to transcribe any YouTube Video and Audio into text using OpenAI Whisperโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code & Medium Article ๐ Source code: github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/Speech_to_Text_With_Whisper.ipynbmedium.com/towards-data-science/how-to-perform-speech-to-text-and-translate-any-speech-to-english-with-openais-whisper-50e3a366cbca๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #python #datascience #artificialintelligence
5 Main Preprocessing Tasks in Natural Language Processing Tech With Zoum 2022-12-14 | In this video you will learn how to perform 5 preprocessing technics in Natural Language Processing using the news dataset using nothing but Python. In this case we used NLTK, Scikit-learn โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code & Medium Article ๐ Source code: github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/Text_Processing_Tasks.ipynbArticle: medium.com/towards-data-science/most-common-text-processing-tasks-in-natural-language-processing-d8cd7a076b79๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #naturallanguageprocessing #machinelearning #textprocessing #python
How to Create a Streamlit Application for Your Machine Learning Model Tech With Zoum 2022-12-13 | THIS IS THE FIRST VIDEO OF A SERIES FOR END TO END MACHINE LEARNING PROJECTIn this video you will learn how to create a machine learning app to for deploying scikit-learn models using the spam dataset using nothing but Python. In this case we used a Naive Bayes model, Streamlit, Pandas and Numpy!โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code & Medium Article ๐ Source code: github.com/keitazoumana/streamlit-spam-detectorMedium Article: medium.com/towards-data-science/create-an-awesome-streamlit-app-deploy-it-with-docker-a3d202a636e8๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #machinelearning #codingchallenge #tkintertutorial #python
Scrape Tweets Without Limitations Using Python - Does not work due to some new Twitter Restrictions Tech With Zoum 2022-12-10 | In this video, you will be able to scrape unlimited number of tweets using Python โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code & Medium Article ๐ Source code: github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/snscrape_tutorial_with_code.ipynbMedium Article: medium.com/towards-artificial-intelligence/extract-tweets-without-limitations-in-a-few-lines-of-code-using-python-21578f89a00c๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #webscraping #python #twitter
Generate Images Using Stable Diffusion 2.1 with Huggingface Pipelines Tech With Zoum 2022-12-08 | In this video, you will be able to generate your own realistic images using huggingface pipeline for free.โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code ๐ Source code: github.com/keitazoumana/YouTube_Contents/blob/main/StableDiffusion2_1Tutorial.ipynb๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #stablediffusion #python #aiart #aiartists
How to Perform SQL Queries on Pandas DataFrames Using Python Tech With Zoum 2022-12-07 | In this video, you will learn how to perform any type of SQL Queries on Pandas DataFrames Using Python โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code & Article ๐ Article : medium.com/towards-data-science/how-to-run-sql-queries-on-your-pandas-dataframes-with-python-4237ffecc43bSource code: github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/SQL_in_Pandas.ipynb๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #sql #datascience #python
2 Efficient Ways to Print Pandas DataFrames Tech With Zoum 2022-12-05 | This short video illustrates two tricks to efficiently print your Pandas Dataframe โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code & Article ๐ Article : medium.com/towards-data-science/pandas-and-python-tips-and-tricks-for-data-science-and-data-analysis-1b1e05b7d93a Source code: github.com/keitazoumana/Pandas_Python_Tricks/blob/main/Print_DataFrames.ipynb ๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #datascience #pandasdataframe #python #machinelearning #datapreprocessing
2 Pandas Tricks You Might Not Be Aware Of Tech With Zoum 2022-12-03 | Format DateTime Column and Perform SQL-Like Queries on Using Pandasโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code & Article ๐ Article : medium.com/towards-data-science/pandas-and-python-tips-and-tricks-for-data-science-and-data-analysis-1b1e05b7d93a Source code: github.com/keitazoumana/Pandas_Python_Tricks/blob/main/Pandas_tricks.ipynb ๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita ๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #datascience #pandasdataframe #python #machinelearning #datapreprocessing
3 Different Ways to Delete Missing Data in Pandas Tech With Zoum 2022-11-25 | Learn 3 different ways to delete missing data in Pandas โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code ๐ Source code: github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/Drop_Missing_Values.ipynb ๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita ๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #datascience #pandasdataframe #python #machinelearning #datapreprocessing
Create Pipelines With Pandas to Preprocess your Data Like a Pro ๐ Tech With Zoum 2022-11-23 | Learn how to use Pandas Pipe module to start preprocessing your Data like a Pro! โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ ๐ Source code and Full medium article ๐ ๐ The medium article: towardsdatascience.com/data-preprocessing-using-pipeline-in-pandas-6170f4456796 ๐ป Source code: github.com/keitazoumana/Medium-Articles-Notebooks/blob/main/Pandas_Pipe.ipynb ๐ Social Media & Contact ๐ ๐ฑ Blog: zoumanakeita.medium.com ๐คต LinkedIn: linkedin.com/in/zoumana-keita ๐ฆ Twitter: twitter.com/zoumana_keita_ ๐ GitHub: github.com/keitazoumana ๐ท Instagram: instagram.com/keita.zoum #datascience #pandasdataframe #python #machinelearning #datapreprocessing
Named Entity Recognition With Spacy and Transformers ๐ค Tech With Zoum 2022-11-21 | ๐คท๐ผ What is the video about? It explains how you perform Named Entity Recognition with Spacy Transformers. ๐ Github code & Full article towardsdatascience.com/named-entity-recognition-with-spacy-and-the-mighty-roberta-97d879f981 github.com/keitazoumana/Named-Entity-Recognition ๐๐พโโ๏ธ About me Medium Blog: zoumanakeita.medium.com LinkedIn: linkedin.com/in/zoumana-keita Twitter : twitter.com/zoumana_keita_ #naturallanguageprocessing #spacy #datascience #machinelearning #python #datascientist #textanalytics #textprocessing
Scrape Newspaper Articles and Summarize them With Python Tech With Zoum 2022-11-18 | ๐คท๐ผ What is the video about? It explains how you can scrape a news page, and perform NLP tasks such as keywords extraction and summarization. ๐ Github code github.com/keitazoumana/YouTube_Contents/blob/main/NewsScraping.ipynb ๐๐พโโ๏ธ About me Medium Blog: zoumanakeita.medium.com LinkedIn: linkedin.com/in/zoumana-keitaTwitter : twitter.com/zoumana_keita_#python #datascience #machinelearning #webscraping #naturallanguageprocessing
Extract All the Tables From PDF in 3 minutes With Python Tech With Zoum 2022-11-17 | ๐คท๐ผ What is the video about?It explains how you can collecting all the tables from a PDF and render the result into a Pandas Dataframe. URL of the PDF: sedl.org/afterschool/toolkits/science/pdf/ast_sci_data_tables_sample.pdf ๐๐พโโ๏ธ About me Medium Blog: zoumanakeita.medium.com LinkedIn: linkedin.com/in/zoumana-keita Twitter : twitter.com/zoumana_keita_#python #datascience #machinelearning
