Deep Learning Approaches to Sentiment Analysis, Data Integrity, and Dolly 2.0

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4 min readApr 20, 2023

Deep Learning Approaches to Sentiment Analysis (with spaCy!)

In this post, we’ll be demonstrating two deep learning approaches to sentiment analysis, specifically using spaCy.

Data Integrity: The Foundation for Trustworthy AI/ML Outcomes and Confident Business Decisions

Let’s explore the elements of data integrity, and why they matter for AI/ML.

How MLOps Work in the Era of Large Language Models

In the era of large language models, how we approach MLOps may be a bit different than usual. Here’s how.

Is Machine Learning Necessary to Solve Problems in Biology?

This blog explores the reasons for this discrepancy between theory and practice and suggests that recent developments in machine learning will be necessary to improve the accuracy of predictions in biological systems.

Powering Millions of Real-Time Decisions with LyftLearn Serving

Here, we describe the major components and important design decisions for LyftLearn Serving

The Modern Data Analyst Career Path

Read this guide to learn how to find the right data analytics job for you based on your skill set and education level.

Six Core Competencies Data Scientists Need to Succeed in Their Careers

Data scientists need to know more than just algorithms to succeed. These six soft skills and competencies will help you excel in your career.

Report: Google Facing Off Against AI-Enhanced Bing With AI-Powered Search Tools Next Month

Google is poised to release new AI-powered search tools within a month, with even more features coming later this Fall to rival Microsoft’s Bing.

Databricks Introduces Dolly 2.0: The World’s First Open Instruction-Tuned LLM

Databricks released Dolly 2.0, the world’s first open-source LLM that follows instructions & is fine-tuned on a human-generated instruction dataset.

With 300 hours of content, hands-on training sessions, 250 expert speakers, core contributors, industry leaders, and 3500 attendees, ODSC East is the can’t-miss conference of the spring. Register by Friday to save 30%.

Python Software Foundation Concerned About “Unintended Consequences” of Proposed EU Law

In a blog post by the Python Software Foundation, the group outlines concerns about the EU’s Cyber Resilience Act and Product Liability Act.

Google CEO Sundar Pichai Says Search Engine Will Add AI Chat

Google CEO Sundar Pichai says that the company will use AI to help beef up the offers of its popular search engine.

Build AI Better with These ODSC East 2023 Demo Talks

Covering topics like streaming analytics and use cases of AI in the real world, here are some demo talks coming to ODSC East.

How to Ace the Data Science Job Hunt at ODSC East

Featuring career talks, a career expo, and more, here are a few ways that you can supercharge your job search at ODSC East next month.

ODSC & Microsoft March 2023 Recap — Blogs and Webinars

Over the past year, Microsoft has been releasing a lot of free content on ODSC channels, from webinars to blog posts. If you haven’t yet, now’s the time to check out what they’ve been up to.

12 Standout Deep Learning Talks Coming to ODSC East this May

From unifying ML to large-scale parallel training, here are 12 amazing deep learning topics that you can learn about at ODSC East this May.

ODSC East Generative AI Hackathon

Join us on May 11th for the ultimate Generative AI hackathon, where you’ll have the opportunity to showcase your skills, learn from other experts in the field, and create something truly unique!

Video of the Week: Inclusive Search and Recommendations

Nadia Fawaz, former Tech Lead for Inclusive AI engineering at Pinterest, discusses the importance of personalization, fairness, and privacy in AI for personalized discovery.

Upcoming Webinars:

“Transitioning into Data Science in your 30s and 40s” — an Interview with Adam Ross Nelson

Fri, Apr 21, 2023, 1:00 PM EDT

Don’t miss Adam’s and Sheamus McGovern’s discussion on how to transition into a data science career as an experienced professional in your 30s or 40s.

“AI Enabled Drug Discovery” — an Interview with Daphne Koller

Fri, Apr 28, 2023, 1:30 PM EDT

This lightning interview will feature Daphne Koller, CEO and Founder of insitro, a machine learning-driven drug discovery and development company. Daphne is also co-founder of Engageli, was the Rajeev Motwani Professor of Computer Science at Stanford University, where she served on the faculty for 18 years, the co-CEO and President of Coursera, and the Chief Computing Officer of Calico Labs.

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ODSCJournal
ODSCJournal

Published in ODSCJournal

Collecting all of the best open data science articles, tutorials, advice, and code to share with the greater open data science community!

ODSC - Open Data Science
ODSC - Open Data Science

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