Gael Varoquaux at ODSC Boston 2015 - Scikit-Learn for Easy Machine Learning
Explore machine learning with scikit-learn: its popularity, capabilities, and future. Learn about easy predictive analysis, development process, and exciting new features in this data science ecosystem.
Topological Data Analysis - New Perspectives on Machine Learning - by Jesse Johnson
Explore geometric patterns in data and how abstract geometry concepts enhance machine learning algorithms. Gain insights into data structure through higher-dimensional perspectives.
ODSC West 2015 - Michael Li - Data Driven Hiring of Data Scientists
Explore data-driven hiring for data scientists, focusing on innovative screening processes that filter for skills and talent rather than keywords, to find the best candidates efficiently.
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.
Big Data Machine Learning & Data Products with Python and H2O
Explore big data machine learning with Python and H2O in this talk. Learn about H2O's distributed processing, integration with Python ecosystem, and fast production scoring for smart business applications.
ODSC West 2015 - Cloud Native Data Science
Cloud-native design principles for data science applications: creating scalable, stateless models easily deployable in modern cloud systems. Insights on open-source platforms and best practices.
How Companies Are Using Tachyon, a Memory Centric Distributed Storage
Explore Tachyon, a memory-centric distributed storage system for fast big data processing. Learn about its benefits, use cases, and integration with popular frameworks like Spark and Hadoop.
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.
Propensity Model for Marketing Campaign in eCommerce Industry
Learn to develop propensity models for targeted marketing campaigns in e-commerce using machine learning algorithms. Discover key drivers of customer data to predict subscription probability and improve conversion rates.
From Hyperbolic Geometry to Data Clustering
Explore how hyperbolic geometry and knot theory inspire innovative data clustering algorithms, bridging abstract mathematics with practical data science applications.
Delighting South Asian Fashion Customers - Using AI for Personalization, Product Design, and Tagging
Explore AI-driven innovations in South Asian fashion e-commerce, including personalized recommendations, design generation, and inventory optimization for an enhanced shopping experience.
Forecasting with the FB Prophet Model
Learn to use Facebook's Prophet model for time series forecasting in Python, covering data preparation, model training, evaluation, and incorporating holiday effects.
Python Sentiment Analysis Project with NLTK and Transformers - Classify Amazon Reviews
Learn to classify Amazon review sentiment using NLTK's VADER and Huggingface's RoBERTa models in Python. Compare results and gain practical NLP skills for language modeling and data science.
Image Processing with OpenCV and Python
Learn image processing in Python using matplotlib and OpenCV. Covers reading, manipulating, and saving images, with practical examples for computer vision and data science applications.
Kaggle Competition Starter Notebook Walkthrough
Learn to create a starter notebook for a Kaggle competition, covering feature engineering, cross-validation, and LightGBM modeling. Gain practical insights from a Kaggle Grandmaster on predictive modeling and Python coding.
Does Instagram Think You Live in an Influential City? - A Deep Dive Into Web Data
Explore Instagram's city influence using a 40GB dataset. Learn data cleaning, ML algorithms, visualization, and dashboard creation for impactful business insights.
Access 2021 Full Course Tutorial
Comprehensive tutorial covering Microsoft Access 2021 from basics to advanced topics, including database design, queries, forms, reports, automation, and security for users of all levels.
Leveraging Innovation to Improve the Identification of Patients with Hereditary Cancer
Explore innovative techniques in hereditary cancer detection, including RNA genetic testing and AI-powered risk assessment, to improve diagnostic yield and patient identification for genetic counseling.
Cryptocurrency - How It All Actually Works
Comprehensive overview of cryptocurrency fundamentals, blockchain technology, and Web3, covering investment strategies, safety measures, and practical guidance for buying, selling, and creating crypto assets.
Using Tech to Hack Our Bodies and Minds - Promises and Perils of Technology
Explore biohacking, virtual reality, and the future of technology with digital strategist Taryn Southern. Discover how tech innovations are transforming our bodies, minds, and lives, while considering ethical implications and potential benefits.
Panel- Diodes and Distribution
Experts discuss strategies for scaling projects from workshop to users, covering pitfalls, resources, and best practices in hardware distribution and manufacturing.