Prodramp Courses

Create Streamlit Data Validation App With Deepchecks Test Suites and Pandas-Profiling Reports

Build a Streamlit app integrating Deepchecks test suites and pandas-profiling reports for data validation and analysis. Learn to create interactive data quality checks and visualizations.

• YouTube
• 52 minutes
• On-Demand
• Free Video

A Visual Introduction to Modern and Scalable Machine Learning Pipeline

Visual guide to modern, scalable machine learning pipelines: from data prep to deployment. Covers key stages like training, validation, inference, feature stores, and model registry. Ideal for understanding ML infrastructure evolution.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Develop Test Suites for Machine Learning Models and Data with Deepchecks

Hands-on tutorial for developing test suites with Deepchecks, covering data validation, distribution analysis, custom tests, and model validation for machine learning projects.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Music Analytics App in Python with Streamlit and Spotify

Build a music analytics app using Python, Streamlit, and Spotify API. Learn to integrate song features, recommendations, album art, and artist data for a comprehensive music exploration experience.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Video

Develop Music Analytics App with Spotify API in Python

Develop a music analytics application using Python and Spotify API. Learn to access audio features, perform track analysis, and create personalized recommendations for a unique music experience.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Audio Processing in Python with Feature Extraction for Machine Learning

Learn audio processing in Python using librosa for feature extraction, beat detection, and spectral analysis. Explore practical techniques for music information retrieval and machine learning applications.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Implementing Nivo Graphs into CoreUI React Template

Comprehensive guide to integrating Nivo graphs into CoreUI React template, covering various chart types, customization, and implementation steps for creating interactive data visualizations.

• YouTube
• 1 hour 59 minutes
• On-Demand
• Free Video

Hands-On Tutorial to Use Hindi on Android for Typing and Speech to Text

Learn to use Hindi on Android for typing and speech-to-text, with tips for optimal results and content management using Google Drive and Docs. Ideal for creating literature and poetry on mobile devices.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Smart ML Experiment Tracking and Model Registry with Neptune.AI Platform

Explore Neptune.ai for ML experiment tracking and model registry. Learn to log, compare, and organize model metadata efficiently, enhancing productivity and reproducibility in machine learning projects.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Intelligent Model Deployment and Consumer Pipeline With DataRobot AI Cloud Platform

Explore DataRobot AI Cloud's MLOps capabilities, including model deployment, registry, and inference. Learn to deploy models from leaderboards and consume them via API, stream, local mode, and job workflows.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Machine Learning with DataRobot AI Cloud Platform

Comprehensive tutorial on DataRobot AI Cloud Platform, covering machine learning model building, evaluation, and deployment. Explores key features like AutoML, bias detection, and model optimization.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Always Know What to Expect From Your Data With Great Expectations

Learn to validate, test, and document data quality using great_expectations. Covers installation, initialization, context, demos with various datasets, and practical applications for data teams.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Python Pandas Profiling - Why Data Profiling Is Important for You

Learn to generate detailed, interactive dataset reports using pandas-profiling. Explore column details, interactions, correlations, and more with just a few lines of code.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Connect Chakra UI Frontend to Quarkus Java Backend in 4 Easy Steps

Learn to integrate Chakra UI frontend with Quarkus Java backend in this hands-on tutorial. Covers RESTful API implementation, proxy setup, and data rendering for full-stack development.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Connect CoreUI Frontend to Quarkus Java Backend in 4 Easy Steps

Learn to integrate CoreUI frontend with Quarkus Java backend in this comprehensive tutorial. Covers API creation, proxy setup, RESTful requests, and data rendering for full-stack development.

• YouTube
• 41 minutes
• On-Demand
• Free Video