Search results for data science

Open Data Science

Leading Data Science Teams - A Framework to Help Guide Data Science Project Managers - Jeffrey Saltz

A framework for data science project managers covering team formation, analytical solution processes, and risk management. Focuses on effective project execution rather than specific algorithms.

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

Open Data Science

Data Science Supporting Clinical Decision Making - What, Why, How?

Explore opportunities and challenges in using electronic health records for clinical decision support, focusing on natural language processing to transform clinical documentation into structured data.

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

Open Data Science

Cloud Directions, MLOps and Production Data Science

Explore cloud directions, MLOps, and production data science with Prof. Hellerstein. Learn key challenges, lifecycle management, and innovative solutions for scaling data-intensive applications in the cloud.

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

Open Data Science

Creating a Systems Change Approach for Data Science AI Solutions

Explore a systems change approach for data science and AI solutions with Jake Porway, focusing on the Data for Good movement and leveraging technology for social impact.

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

Open Data Science

Data Science for Risk Mitigation in a Global Economy - ODSC East 2019

Data science strategies for global risk mitigation: standardized frameworks, scaling solutions, market size management, model monitoring, cloud variability, agility, and cross-geographic data governance.

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

Open Data Science

Data Science Solutions with Cortana Analytics

Comprehensive tutorial on building predictive models using Microsoft Azure Machine Learning, covering data processing, model creation, deployment, and practical applications in various domains.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Open Data Science

Introduction to Python for Data Science

Learn Python for data science: cleanse data, perform exploratory analysis, and build predictive models using pandas and scikit-learn. Ideal for beginners with basic Python knowledge.

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

Open Data Science

ODSC West 2015 - Anthony Goldbloom - "Kaggle- The Home of Data Science"

Explore Kaggle's role in data science, machine learning competitions, and innovative approaches to problem-solving with insights from CEO Anthony Goldbloom.

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

Data Science Dojo

Building Data Science Products - Think Business First

Learn to approach data science projects from a business perspective, focusing on key questions and considerations before diving into tools and techniques.

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

Data Science Dojo

Ethical Dimensions of Data Science

Explore data science's ethical challenges, from systemic bias to machine learning ethics. Learn about past controversies and discover ways to create a more responsible future in this thought-provoking talk.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

Data Science Dojo

Ace the SQL and Data Science Interview - Complete Interview Prep - SQL Interview Tips and Tricks

Expert insights on acing data science and SQL interviews, covering technical questions, case studies, and strategies to stand out in the competitive job market.

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

Data Science Dojo

Unlock the Power of Embeddings with Vector Search - Future of Data & AI - Data Science Dojo

Explore embeddings and vector search for unstructured data analysis. Learn to build semantic text and reverse image search systems using Milvus, with real-world applications and best practices.

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

Open Data Science

Using Data Science to Better Evaluate American Football Players

Explore how data science revolutionizes American football player evaluation, integrating advanced analytics, machine learning, and player tracking data to enhance strategies and redefine the sport's future.

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

Data Science Festival

Introduction to R for Data Science

Explore R for data science: data manipulation, visualization, and basic machine learning. Learn practical skills for effective data analysis and modeling.

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

Data Science Festival

Advanced Python Libraries for Data Science

Explore advanced Python libraries for data science, focusing on scikit-learn, TensorFlow, and PyTorch Geometric. Learn implementation, methodologies, and practical applications through code exercises.

• YouTube
• 1 hour 45 minutes
• On-Demand
• Free Video