Python for Data Science - Beginner Friendly Full Course
Comprehensive Python tutorial covering fundamentals, data structures, control flow, functions, OOP, modules, file handling, and math operations, with practical data science applications and projects.
Python for Data Science - Conditions and Loops
Learn Python conditions and loops for data science, covering if-else statements, logical operators, loop types, and iterating through lists and dictionaries with practical applications.
Python for Data Science - Variables, Lists, and Dictionaries
Learn essential Python concepts for data science: variables, data types, lists, and dictionaries. Gain practical skills through hands-on examples and clear explanations.
Python for Data Science - Getting Started
Learn Python for data science: set up Jupyter Notebooks, understand its basics, write your first code, and explore Python in various environments. Perfect for beginners starting their data science journey.
Build MultiPage Python App with Streamlit - Streamlit Native Multi-Page Tutorial
Learn to build multi-page Python web apps with Streamlit's new native support. Covers setup, demo, project structure, code walkthrough, page reordering, and live app creation.
GitHub Star History Tracker in Python - End-to-End Streamlit Tutorial
Learn to build a GitHub Stars History Tracker using Python and Streamlit. Create an end-to-end web app that visualizes repository star data, from design to deployment on Streamlit Cloud.
Deploy LayoutLMv3 for Document Classification Using Streamlit, Transformers, and HuggingFace Spaces
Learn to deploy LayoutLMv3 for document classification using Streamlit and HuggingFace Spaces. Covers model loading, input preparation, and classification process, resulting in a functional demo app.
Working with Geotiff Files Using Rasterio in Python - Also Quick Demo of NDVI Calculation
Learn to manipulate geotiff files using rasterio in Python, including reading, plotting, and performing NDVI calculations. Gain practical skills for working with satellite imagery and geospatial data analysis.
Implementing Filters in the New Haystack Doc Store
Explore implementing filters in Haystack's new document store, covering filter utilities, writing and testing filters, and integrating them into the pipeline.
Testing the New Haystack Doc Store
Explore Haystack's new document store with hands-on demos covering initialization, document management, QA pipeline, and metadata filtering for efficient information retrieval.
Choosing Indexes for Similarity Search - Faiss in Python
Explore Faiss indexes for efficient similarity search, comparing Flat, LSH, HNSW, and IVF to optimize performance in large-scale datasets. Learn to choose and implement the best index for your needs.
Solving Real World Data Science Tasks With Python Beautiful Soup - Movie Dataset Creation
Learn web scraping with Python to create a Disney movie dataset, covering BeautifulSoup, data cleaning, APIs, and various Python libraries for real-world data science tasks.
Generating Mock Data with Python - NumPy, Pandas, and Datetime Libraries
Learn to generate realistic mock sales data using Python libraries like NumPy, Pandas, and Datetime. Create datasets with varied product purchases, timestamps, and addresses for data science practice.
Intro to Data Visualization in Python with Matplotlib - Line Graph, Bar Chart, Title, Labels, Size
Learn to create and customize line graphs and bar charts using Matplotlib in Python, covering essential visualization techniques like styling, scaling, and annotating plots.
Tips and Tricks for Building Web Applications in Python With Streamlit
Learn advanced Streamlit techniques for building Python web apps. Covers tips, tricks, components, and automation with Google Sheets and Firebase to enhance app functionality and user experience.
How to Build Your Own Speech-to-Text Transcription App in Python Using AssemblyAI and Streamlit
Learn to build a Speech-to-Text Transcription App using AssemblyAI API and Streamlit. Create a command-line tool and web app to transcribe YouTube videos with Python.
Complete Python Pandas Data Science Tutorial - Reading CSV-Excel Files, Sorting, Filtering, Groupby
Comprehensive tutorial on Python Pandas for data science, covering data loading, manipulation, analysis, and advanced techniques for handling large datasets.
Genes and Geography - A Bioinformatics Project
Comprehensive bioinformatics walkthrough: analyze population genotype data using PCA/TSNE, from data acquisition to visualization, with practical coding in Python and Colab.
Real-Time Analytics and Built-In Machine Learning Models With a Single Database
Explore real-time analytics and machine learning with HTAP databases. Learn to leverage SQL for model building and discover tools for efficient data infrastructure in this hands-on webinar.
Applications of Modern Survival Modeling with Python
Explore modern survival modeling in Python for predicting event timing. Learn concepts, tools, and applications in various fields, from churn prediction to sales strategy optimization.
Python Tutorial for Beginners - Learn Python by Building a Blockchain and Cryptocurrency
Learn Python by building a blockchain and cryptocurrency. Covers basics, data types, and blockchain concepts. Ideal for beginners interested in practical application of Python in emerging technologies.