Python TDD Workflow - Unit Testing Code Example for Beginners
Learn Test-Driven Development in Python by implementing Caesar's Cipher. Practice unit testing, follow TDD principles, and participate in a coding challenge to reinforce your new skills.
Jupyter Notebooks and Academic Publication
Explore Jupyter Notebooks for scientific research with Python creators. Learn about its history, benefits, and future in academic publishing and data presentation.
Natural Language Processing
Accelerated introduction to NLP, covering machine learning basics, text preprocessing, vectorization, and advanced neural network architectures like RNNs, LSTMs, and Transformers.
Computer Vision
Explore machine learning and computer vision fundamentals, advanced neural network architectures, and applications in object detection and semantic segmentation.
Tabular Data
Learn machine learning techniques for tabular data, including model evaluation, feature engineering, tree-based models, hyperparameter tuning, and neural networks using AWS SageMaker.
From Notebook to Kubernetes: Scaling GenAI Pipelines with ZenML
Explore a lightning talk demonstrating how ZenML, an open-source MLOps framework, facilitates the seamless transition from local development to cloud-scale deployment of generative AI pipelines. Follow a workflow that begins in a Jupyter notebook with lo…
A Better Jupyter Experience for Java Developers - JTaccuino Unveiled
Discover JTaccuino, a new tool for interactive computing tailored specifically for Java developers. Explore how this innovative solution provides a seamless experience for writing Java code and interacting with results through a full graphical interface.…
The Critical Missing Component in the Production ML Stack - Data Logging for AI Applications
Explore AI observability tools for ML systems, focusing on logging libraries that enable testing, monitoring, and debugging of AI applications and data pipelines. Learn best practices to enhance MLOps.
Building AI Security In - MLSecOps in Practice
Learn to secure AI and ML systems by integrating security into the Machine Learning lifecycle, leveraging DevSecOps principles to create a robust MLSecOps framework.
MPG Primer: Intro to Terra - Hands on with Jupyter Notebooks in Terra - Part 2 of 3
Dive into hands-on Jupyter Notebooks in Terra with experts from the Broad Institute. Gain practical skills in medical and population genetics data analysis through interactive demonstrations and discussions.
DIY AI: Build and Train Your Own Model with PyTorch
Dive into building and training a custom AI model using PyTorch, Python, and Jupyter Labs. Learn step-by-step techniques to create a deployable model for Raspberry Pi or other computers.
Jupyter Notebook Tutorial - How to Install Python Jupyter Notebook
Learn to install and use Jupyter Notebook for data science projects. Covers installation, key features, and a machine learning demo. Ideal for beginners and professionals looking to enhance their coding skills.
Julia Programming with Machine Learning Tutorials
Comprehensive introduction to Julia for machine learning, covering installation, basic programming concepts, and data science applications.
Python Tutorials for Beginners
Learn Python programming fundamentals through hands-on tutorials covering variables, data types, functions, and data visualization. Ideal for beginners looking to start a career in data science.
Scientific Computing I
Explore scientific computing through Python, covering numerical methods, data analysis, and machine learning, with practical applications in physics and mathematics.
Learning Medical Statistics with Python and Jupyter Notebooks
Learn medical statistics using Python and Jupyter notebooks. Covers common tests, data analysis, and visualization techniques. Ideal for healthcare professionals seeking practical skills in statistical analysis.
Even More Python for Beginners - Data Tools
Comprehensive guide to Python data science tools: Jupyter, Anaconda, Pandas, Scikit-learn, and Matplotlib. Covers data manipulation, model training, and visualization for beginners.
AI Show - AI Playground & Cognitive Services Vision APIs
Explore Azure Machine Learning Designer, VS Code ML extension, and PyTorch basics with experts. Demystify ML and NLP concepts while learning about Cognitive Services and AI Playground development.
Securing .NET Web Apps with Microsoft Identity Platform
Learn to secure .NET web apps and APIs using Microsoft Identity Platform, automate Azure AD configurations, and explore new tools for streamlined authentication and authorization in your applications.
Python Machine Learning Tutorial - Data Science
Learn to predict music preferences using Python and machine learning. Covers data preparation, model training, accuracy calculation, and decision tree visualization in a hands-on tutorial.
Types of Python IDE - Anaconda, Jupyter, Pycharm, Spyder
Explore various Python IDEs including Anaconda, Jupyter, PyCharm, and Spyder. Learn their features, benefits, and how to use them effectively for Python programming and development.