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Stanford University

Daniel McFarland: The Diversity-Innovation Paradox in Science

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Explore how diversity impacts scientific innovation and career outcomes, revealing a paradox where underrepresented groups contribute novel ideas but face devaluation and discounting in academia.
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18 Lesons
58 minutes
On-Demand
Free-Video
NPTEL

Applied Natural Language Processing

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Explore natural language processing techniques, from corpus operations to advanced neural networks, for applications in machine translation, topic modeling, and conversation systems.
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92 Lesons
1 day 2 hours
On-Demand
Free-Video
Santa Fe Institute

Validating Daily Social Media Macroscopes of Emotions

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Explore how social media sentiment analysis can accurately measure daily emotional dynamics of online communities, validated through surveys and applied to COVID-19 impact studies.
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18 Lesons
44 minutes
On-Demand
Free-Video
Santa Fe Institute

Text-Based Timeline Analysis and New Instruments for the Science of Stories

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Exploring Twitter data as a telescope for observing collective human thought, revealing insights into sentiment, narrative power, and social dynamics through innovative text analysis techniques.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Revisiting Document Expansion and Filtering for Effective First-Stage Retrieval - Lecture 3

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Explore innovative techniques for enhancing first-stage retrieval efficiency through document expansion and filtering, improving search engine performance.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Large Language Models and Future of Information Retrieval: Opportunities and Challenges - Lecture 1

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Explore the impact of large language models on information retrieval, discussing future opportunities and challenges in search technology.
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1 Lesons
24 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Generic Knowledge: Acquisition and Representation

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Explore AI approaches to acquiring general world knowledge for language understanding and commonsense reasoning, including text-based methods and challenges in formalizing generalities.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Graded Relevance Scoring of Written Essays with Dense Retrieval - Tutorial 2.1

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Explore dense retrieval techniques for graded relevance scoring of written essays, enhancing automated assessment in educational contexts.
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1 Lesons
16 minutes
On-Demand
Free-Video

Natural Language Processing in Hindi

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Aprenda os fundamentos do Processamento de Linguagem Natural em Hindi usando Python e NLTK, incluindo tokenização, remoção de stopwords e stemming.
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6 Lesons
30 minutes
On-Demand
Free-Video
Great Learning

Natural Language Processing in Artificial Intelligence - NLP Demo - AI Demo

0 rewiews
In this tutorial, we have covered everything right from What is NLP, What are its challenges to Sentence Segmentation, RNN and LSTM, and much more, that will help you to understand this concept with ease.
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11 Lesons
8 hours 30 minutes
On-Demand
Free-Video
Great Learning

Market Basket Analysis - Apriori Algorithm Explained - Time Series

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Learn market basket analysis, Apriori algorithm, sales prediction, text analysis, and sentiment analysis for business intelligence. Gain practical skills in data-driven decision-making and customer behavior prediction.
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9 Lesons
2 hours 56 minutes
On-Demand
Free-Video
Data School

Machine Learning

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Explore key machine learning concepts, including confusion matrices, ROC curves, and AUC. Apply knowledge to real-world challenges and text analysis.
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5 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Magoosh

GMAT Reading Comprehension Passage Explanations

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This course explains questions in GMAT Reading Comprehension Passages. You will get explanations of passages such as Speech Recognition, Alvarez Hypothesis, Demotic Greek and Katharevousa, Environmental Regulations, Colonial Feminism, The Arctic Curlew,…
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27 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Great Learning

Naïve Bayes Algorithm in Hindi - Naïve Bayes Classifier Explained - Machine Learning

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हिंदी में नाइव बेयस एल्गोरिथम की व्याख्या, जो मशीन लर्निंग में वर्गीकरण के लिए उपयोग किया जाता है। यह स्पैम फ़िल्टरिंग, टेक्स्ट विश्लेषण और चिकित्सा निदान जैसे अनुप्रयोगों पर केंद्रित है।
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6 Lesons
35 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Conteo de Tokens con OpenAI Python SDK y TikToken - Machine Learning y Data Science

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Aprende a contar tokens con tiktoken en el SDK de Python de OpenAI para optimizar tus proyectos de machine learning y ciencia de datos.
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1 Lesons
12 minutes
On-Demand
Free-Video
IEEE

Black-Box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers

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Explores techniques for generating adversarial text sequences to deceive deep learning classifiers, focusing on black-box attacks and their effectiveness in real-world scenarios.
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6 Lesons
16 minutes
On-Demand
Free-Video
Alan Turing Institute

Reading Between the Lines - The Hidden Bias of NLP - Dr Dirk Hovy

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Dr Dirk Hovy explores hidden biases in Natural Language Processing, discussing selection, annotation, model, and design biases, with a focus on American English and potential solutions.
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9 Lesons
33 minutes
On-Demand
Free-Video
Alan Turing Institute

Sharing Your Healthcare Data Safely - SafeData

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Workshop on safely sharing healthcare data for research, exploring safeguards to protect patient privacy while unlocking valuable medical information for public benefit.
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25 Lesons
1 hour 29 minutes
On-Demand
Free-Video
USENIX Enigma Conference

Exposing Influence in Cyber Social Engineering - Thinking Slow

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Explores machine learning methods to expose influence tactics in online deceptive content, aiming to improve human detection of phishing, disinformation, and deceptive ads.
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7 Lesons
18 minutes
On-Demand
Free-Video
Alan Turing Institute

There Is No AI Ethics - The Human Origins of Machine Prejudice - Dr Joanna Bryson

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Exploring the human roots of machine bias and challenging the concept of AI ethics. Dr. Bryson discusses the societal implications of AI and the importance of interdisciplinary approaches in addressing ethical concerns.
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1 Lesons
34 minutes
On-Demand
Free-Video
Alan Turing Institute

Operationalizing Creativity - The Data Science of Innovation from Elites to Vox Pop - Dr Simon Dedeo

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Explore data-driven approaches to creativity and innovation, from elite to popular levels. Learn about operationalizing creativity, quantifying development, and analyzing innovation dynamics.
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16 Lesons
34 minutes
On-Demand
Free-Video
Complexity Explorer

Capitalism and Democracy - Part 1

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Explore capitalism and democracy through digital humanities analytics, focusing on text analysis, probability, and natural language processing to extract meaning from digital sources.
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6 Lesons
24 minutes
On-Demand
Free-Video
Open Data Science

Usama Fayyad at ODSC Boston 2015 - From Big Data to Data Science

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Explore the evolution from Big Data to Data Science with Usama Fayyad, focusing on predictive analytics in a changing data landscape and its impact on business growth and competitive advantage.
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12 Lesons
40 minutes
On-Demand
Free-Video
Alan Turing Institute

Finding More Needles by Building Bigger Haystacks - Dr. Jacob Eisenstein

0 rewiews
Exploring large-scale text data for social and cultural insights, focusing on rare linguistic events, language change dynamics, and online hate speech detection using innovative computational methods.
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19 Lesons
38 minutes
On-Demand
Free-Video
Complexity Explorer

Probability and Its Interpretation - Foundations of Humanities Analytics

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Explore probability theory, its historical development, and interpretations in this humanities analytics lecture, focusing on frequency and subjective approaches to understanding uncertainty.
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12 Lesons
36 minutes
On-Demand
Free-Video
Complexity Explorer

Asking Good Research Questions in Humanities Analytics

0 rewiews
Explore effective research question formulation in humanities analytics, focusing on clarity, relevance, and avoiding common pitfalls. Learn to craft questions that drive meaningful digital humanities scholarship.
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7 Lesons
32 minutes
On-Demand
Free-Video
Complexity Explorer

What is Feminist Data Science?

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Explore feminist data science with Lauren Klein, examining how gender perspectives can reshape data analysis methods and interpretations in humanities research.
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1 Lesons
23 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Segmentation, Indexing and Retrieval of Multilingual Sources - 2002

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Explore techniques for segmenting, indexing, and retrieving multilingual sources, enhancing cross-language information access and processing capabilities.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video

Conceptual Overviews of Statistical and Data-Analytic Tools and Techniques

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Explore key statistical and data analysis methods, from hierarchical regression to survival analysis, with conceptual overviews of advanced techniques and tools.
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8 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Complexity Explorer

Getting Started with Scientific Programming for Humanities Analytics

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Introduction to scientific programming using Python, covering basics of language, shell, IDE, and Jupyter Notebooks. Learn to create lexicons, functions, and plots for text analysis in humanities research.
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16 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Samuel Chan

Automated Research: Extracting Companies from PDF and Googling Them Using PyPDF2 and Regex - Python Tutorial

0 rewiews
Extract company names from PDFs and automate research using Python, regex, and web browsing. Ideal for beginners looking to streamline data extraction and analysis tasks.
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1 Lesons
15 minutes
On-Demand
Free-Video
UofU Data Science

Prompting for Evaluation of Free-Text Explanations - Part 2

0 rewiews
Dive into advanced techniques for evaluating free-text explanations in AI prompting, focusing on methodologies and practical applications for data science analysis.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
UofU Data Science

Tokenization and Morphology in Natural Language Processing

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Master essential text processing concepts through tokenization and morphology analysis, exploring fundamental techniques for breaking down and understanding linguistic structures.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Coreference Resolution in Natural Language Processing

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Master the fundamentals of coreference resolution in natural language processing, exploring key concepts, algorithms, and practical applications for improving text understanding and analysis.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Getting AI to Do Things I Can't - Automatically Searching and Explaining Patterns in Text

0 rewiews
Explore techniques for leveraging AI in complex NLP tasks, including pattern searching and SQL labeling, while enabling effective human oversight and uncovering unexpected insights.
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1 Lesons
53 minutes
On-Demand
Free-Video
Aladdin Persson

TensorFlow Tutorial - TensorFlow Datasets

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Learn to use TensorFlow Datasets for loading, preprocessing, and modeling image and text data. Covers MNIST image classification and IMDB sentiment analysis with practical examples and code demonstrations.
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6 Lesons
30 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP 2017 - A Simple Exercise - Predicting the Next Word in a Sentence

0 rewiews
Explore word prediction techniques, including skip-grams, CBOW, and advanced word vector methods. Learn to describe, count, predict, evaluate, and visualize word relationships in natural language processing.
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19 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP 2020 - Convolutional Neural Networks for Text

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Comprehensive exploration of convolutional neural networks for text processing, covering key concepts, applications, and advanced techniques in natural language processing.
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30 Lesons
55 minutes
On-Demand
Free-Video
Samuel Chan

Understanding Embeddings in Large Language Models - LlamaIndex and Chroma DB

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Explore embeddings in LLMs, their role in AI-powered tools, and practical applications using LlamaIndex and Chroma db. Gain insights into representing data for advanced language processing.
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1 Lesons
29 minutes
On-Demand
Free-Video
Complexity Explorer

How Does a Pandemic Become a Story? - Analyzing COVID-19 Narratives

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Explore how pandemic narratives form through digital humanities analysis of #COVID stories, examining patterns in social media content to understand cultural responses to global health crises.
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12 Lesons
29 minutes
On-Demand
Free-Video
Complexity Explorer

Introduction to Patterns in Humanities Analytics

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Explore patterns in humanities analytics: theory, practice, and meaning extraction from digital sources. Gain skills for innovative scholarship in cultural and textual analysis.
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6 Lesons
27 minutes
On-Demand
Free-Video
Complexity Explorer

Arriving at an Understanding of Computational Linguistics' Virtues - Lecture 1

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Explore computational linguistics' virtues in humanities research. Learn text analysis methods, content extraction, and meaning derivation from digital sources to enhance humanities scholarship.
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7 Lesons
22 minutes
On-Demand
Free-Video
Complexity Explorer

An Introduction to Humanities Analytics in Three Examples

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Explore humanities analytics through three examples, learning text analysis methods to extract meaning from digital sources and enable new scholarship in the humanities.
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16 Lesons
1 hour 7 minutes
On-Demand
Free-Video
1littlecoder

Sentiment Analysis in R with Sentimentr - Handling Negation and Valence Shifters

0 rewiews
Explore sentiment analysis in R using {sentimentr}, handling negation and valence shifters for accurate text data analysis of emotions and profanity.
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1 Lesons
21 minutes
On-Demand
Free-Video
Julia Silge

Topic Modeling with R and Tidy Data Principles

0 rewiews
Explore topic modeling in R using tidytext and stm packages, applied to Sherlock Holmes stories. Learn data preparation, text tidying, and model implementation techniques.
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8 Lesons
26 minutes
On-Demand
Free-Video
Julia Silge

Topic Modeling for Spice Girls Lyrics

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Explore topic modeling using R to analyze Spice Girls lyrics, uncovering hidden themes and patterns in their music through unsupervised machine learning techniques.
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7 Lesons
30 minutes
On-Demand
Free-Video
Julia Silge

Build Features for Machine Learning from Netflix Description Text

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Learn to build machine learning features from Netflix description text and train a support vector machine model using tidymodels, exploring data analysis, feature engineering, and model evaluation techniques.
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25 Lesons
34 minutes
On-Demand
Free-Video
Julia Silge

Subword Features in Machine Learning for Text

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Explore machine learning techniques for text analysis using tidymodels to predict Hawaii post offices from their names, with practical code examples and performance evaluation.
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12 Lesons
28 minutes
On-Demand
Free-Video
Julia Silge

Build a Predictive Text Model for Avatar: The Last Airbender with Tidymodels

0 rewiews
Predict Avatar: The Last Airbender speakers using text features and tidymodels in R. Learn model-agnostic variable importance and handle class imbalance in this data analysis tutorial.
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16 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Graham Neubig

CMU Multilingual NLP 2020 - Text to Speech

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Explore text-to-speech systems for low-resource languages, covering analysis, pronunciation, prosody, waveform generation, and cross-lingual models. Learn efficient TTS building and multilingual challenges.
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15 Lesons
39 minutes
On-Demand
Free-Video
Abhishek Thakur

Text Extraction From a Corpus Using BERT - Question Answering

0 rewiews
Learn to extract text from tweets using BERT for sentiment analysis. Hands-on tutorial covers data preparation, model implementation, and evaluation for Kaggle competition.
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10 Lesons
1 hour 28 minutes
On-Demand
Free-Video
James Briggs

Sentiment Analysis on Any Length of Text With Transformers - Python

0 rewiews
Learn to perform sentiment analysis on long texts using transformers in Python, overcoming token limitations through chunking and processing techniques for NLP tasks.
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1 Lesons
27 minutes
On-Demand
Free-Video
Alan Turing Institute

Small Data and Big Data - Web Archives and Research in the Humanities

0 rewiews
Explore web archives' potential for humanities research, examining challenges and opportunities in using digital collections to study social and cultural phenomena.
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24 Lesons
28 minutes
On-Demand
Free-Video
Open Data Science

Using Free Text for Predictive Modeling

0 rewiews
Explore efficient text representation for predictive analytics, covering techniques to transform varied-length text into fixed-length vectors for machine learning applications like sentiment analysis and news classification.
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13 Lesons
29 minutes
On-Demand
Free-Video
Abhishek Thakur

Building an Entity Extraction Model Using BERT

0 rewiews
Learn to build an entity extraction model using BERT, transformers library, and PyTorch. Covers dataset preparation, configuration, training, and prediction for creating custom entity extraction solutions.
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14 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Alan Turing Institute

Grounded Theory and Topic Modelling- Extreme Divergence or Unlikely Convergence - Dr David Mimno

0 rewiews
Exploring the intersection of grounded theory and topic modeling in text analysis, examining potential divergences and convergences between these methodologies for studying social and cultural phenomena.
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1 Lesons
29 minutes
On-Demand
Free-Video
BasisTech

Emotion Detection in Text: Latest Developments and Challenges

0 rewiews
Explore latest developments in emotion detection from text, covering techniques, datasets, and challenges in building production-level systems for enhanced NLP applications.
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10 Lesons
33 minutes
On-Demand
Free-Video
BasisTech

Resolving Identities - The Nexus Between Entities and Knowledge

0 rewiews
Explore advanced techniques in entity resolution, identity matching, and knowledge base enrichment using context-driven approaches for accurate named entity recognition across diverse sources.
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5 Lesons
31 minutes
On-Demand
Free-Video
Complexity Explorer

Measurement and Operationalization in Humanities Analytics - FAHA Course

0 rewiews
Explore measurement and operationalization in humanities analytics. Learn to extract meaning from digital sources, enabling new scholarship in cultural and textual analysis.
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1 Lesons
21 minutes
On-Demand
Free-Video
Data Science Dojo

Vector Embeddings for Semantic Search Made Easy with Practical Tips

0 rewiews
Explore vector embeddings for semantic search, learning techniques to create meaningful representations, efficient similarity search algorithms, and practical strategies for enhanced information retrieval.
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1 Lesons
59 minutes
On-Demand
Free-Video
Manolis Kellis

Expression Analysis, Clustering, and Classification in Machine Learning - Lecture 2

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Comprehensive exploration of machine learning concepts, from basic principles to advanced techniques, with applications in gene expression analysis and text clustering.
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13 Lesons
1 hour 22 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Langchain and OpenAI Document Summarization with Machine Learning

0 rewiews
Explore document summarization using LangChain and OpenAI. Learn to implement efficient text condensation techniques for machine learning and data science applications.
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1 Lesons
24 minutes
On-Demand
Free-Video
Wolfram

Get Started with AI - A Beginner's Guide to Automated Classification, Predictions and Computer Vision

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Apply modern data science techniques for predictions, categorization, and relationship discovery using numeric, textual, and image data. Learn practical AI applications for beginners.
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1 Lesons
1 hour 43 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Parsing the Web: Large-Scale Syntactic Processing - 2009 Workshop Closing Presentation

0 rewiews
Explore large-scale syntactic processing techniques for parsing web content in this comprehensive workshop presentation from CLSP at Johns Hopkins University.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Computational Methods to Analyze Lexical Semantic Change and Variation from Historical Texts

0 rewiews
Explore computational techniques for analyzing lexical semantic evolution in historical texts, uncovering linguistic patterns and variations over time.
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1 Lesons
55 minutes
On-Demand
Free-Video
media.ccc.de

KOALitionsvertragsAnalyse – Dem Vertrag auf den Zahn fühlen

0 rewiews
Analyse des Koalitionsvertrags mit verschiedenen Textanalyse-Methoden: als Sourcecode, Spezifikation, Objektmodell und Literatur. Einblicke in Struktur und Inhalt des Ampel-Vertrags.
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10 Lesons
38 minutes
On-Demand
Free-Video
PASS Data Community Summit

Bringing AI to the Edge - On Premise Azure Cognitive Services - Open Source

0 rewiews
Explore Azure Cognitive Services containers for on-premise AI, with demos of local Face and Text services. Learn to configure and implement edge AI solutions.
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1 Lesons
54 minutes
On-Demand
Free-Video
Devoxx

Building Smarter Apps with Machine Learning - From Magic to Reality

0 rewiews
Explore how to enhance apps with Machine Learning APIs and AutoML techniques, analyzing text, image, audio, and video data without extensive AI knowledge.
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1 Lesons
54 minutes
On-Demand
Free-Video
Devoxx

A Machine Learning Mood-O-Meter

0 rewiews
Realizzazione di un analizzatore di sentiment per determinare il tono positivo o negativo dei testi, utilizzando commenti Reddit e Spark con Scala per creare un classificatore e misurare l'umore degli utenti.
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1 Lesons
53 minutes
On-Demand
Free-Video
Devoxx

Watson and the Cognitive Developer

0 rewiews
Explore Watson's machine learning capabilities for enterprise Java applications, including natural language processing, conversation workspaces, and document conversion. Learn best practices for cognitive app development.
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1 Lesons
56 minutes
On-Demand
Free-Video
Devoxx

What Can We Learn from 750 Billion GitHub Events and 42 TB of Code

0 rewiews
Explore insights from GitHub's vast dataset, including coding patterns, project design, community health, and static code analysis, to enhance software development practices.
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18 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Devoxx

What Can We Learn from 750 Billion GitHub Events and 42 TB of Code

0 rewiews
Explore GitHub's vast dataset to gain insights on coding patterns, project design, community dynamics, and effective collaboration in open-source development.
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16 Lesons
42 minutes
On-Demand
Free-Video
media.ccc.de

Für ein neues anarchistisches Bewusstsein

0 rewiews
Diskussion anarchistischer Grundgedanken anhand aktueller Texte: Vielfalt, Theoriebildung, Organisation und ethisches Leben aus anarchistischer Perspektive. Mit Input, Gruppenarbeit und Diskussion.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
EuroPython Conference

Elasticsearch from the Bottom Up

0 rewiews
Explore Elasticsearch and Lucene architecture, focusing on inverted index structure, index terms, text analysis, segment-based indexing, caching, and distributed search processing across shards.
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1 Lesons
37 minutes
On-Demand
Free-Video
EuroPython Conference

Recipe for Text Analysis in Social Media

0 rewiews
Explore text analysis in social media using Naïve Bayes classifiers, sentiment analysis, and linguistic information. Learn about opinion lexicons and supervised vs unsupervised learning approaches.
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1 Lesons
30 minutes
On-Demand
Free-Video
EuroPython Conference

Introduction to Sentiment Analysis with SpaCy

0 rewiews
Learn to extract opinions from text using spaCy, covering sentiment analysis basics, topic extraction, and rating consolidation. Includes practical examples in German with English translations.
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1 Lesons
41 minutes
On-Demand
Free-Video
EuroPython Conference

Digital Transformation in the Fight Against Coronavirus

0 rewiews
Explore how Goiás state in Brazil leveraged digital transformation and machine learning to enhance public services and information dissemination during the COVID-19 pandemic.
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8 Lesons
19 minutes
On-Demand
Free-Video
EuroPython Conference

Word Wranglers & News Navigators - Taming GPT-3 Beast for Media Monitoring

0 rewiews
Explore the integration of Large Language Models in media monitoring, from using OpenAI models to training a custom model. Learn about real-world implementation challenges and insights.
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1 Lesons
30 minutes
On-Demand
Free-Video
MLCon | Machine Learning Conference

Kick-Start Your Understanding of Machine Learning with Python

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Practical guide to building ML applications in Python, focusing on text classification using unsupervised and supervised learning techniques with visualization and deep learning examples.
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1 Lesons
30 minutes
On-Demand
Free-Video
MLCon | Machine Learning Conference

Boost Your App with Machine Learning APIs

0 rewiews
Discover how to enhance your app using pre-trained Machine Learning APIs for text, image, audio, and video analysis, with a live interactive demo showcasing practical applications.
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1 Lesons
1 hour
On-Demand
Free-Video
NDC Conferences

Neural Networks by Example

0 rewiews
Explore neural networks' principles, applications, and real-life examples using MNIST dataset. Learn about convolutional networks and their use in image recognition and self-driving cars.
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12 Lesons
54 minutes
On-Demand
Free-Video
NDC Conferences

Easier AI Allows Everyone to Build Smart Apps

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Discover how to leverage Microsoft's Cognitive Services to build smart apps with AI capabilities, including computer vision, language understanding, and speech recognition.
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16 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Python Tutorials for Digital Humanities

Topic Modeling with LeetTopic - Transformer Topic Modeling and Bokeh App Generation

0 rewiews
Learn to implement transformer-based topic modeling using LeetTopic and create interactive Bokeh visualizations for text analysis in Python.
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1 Lesons
17 minutes
On-Demand
Free-Video
Python Tutorials for Digital Humanities

Coreference Resolution with spaCy and spaCy-Experimental

0 rewiews
Master coreference resolution in Python using spaCy-Experimental - implement advanced natural language processing techniques to track and link entity mentions across text.
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1 Lesons
12 minutes
On-Demand
Free-Video
Python Tutorials for Digital Humanities

Named Entity Recognition Tools in spaCy - A Comparison Guide

0 rewiews
Master the differences between spaCy's entity recognition tools and learn when to effectively implement NER, EntityRuler, SpanCat, and SpanRuler for optimal text processing results.
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1 Lesons
11 minutes
On-Demand
Free-Video
Conf42

Topic Modelling for Text Documents Using NLP Techniques

0 rewiews
Explore NLP techniques for topic modeling in text documents, covering entity identification, document similarity, data cleaning, and clustering methods.
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10 Lesons
22 minutes
On-Demand
Free-Video
Data Science Festival

BuzzWords - How Bumble Does Multilingual Topic Modelling at Scale

0 rewiews
Explore Bumble's innovative GPU-powered solution for multilingual topic modeling, enabling faster analysis of millions of data points using BERT-based models.
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1 Lesons
12 minutes
On-Demand
Free-Video
Data Science Festival

Integrating Computer Vision and NLP for Smart Property Tagging

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Discover how Computer Vision and NLP create 'smart tags' for efficient property searches, enhancing user experience and streamlining data processing in real estate.
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1 Lesons
20 minutes
On-Demand
Free-Video
SQLBits

Fast and Efficient Text Analysis Using Azure's Language Cognitive Service

0 rewiews
Explore Azure's Language Studio for text analysis, focusing on keyword extraction, sentiment analysis, and opinion mining. Apply these tools to customer reviews using Python and visualize in Power BI.
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1 Lesons
21 minutes
On-Demand
Free-Video
NDC Conferences

Learning about Machine Learning from Kids

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Explore AI through children's projects, gaining insights on machine learning principles and their real-world impact. Discover hands-on approaches for developers new to AI/ML.
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15 Lesons
36 minutes
On-Demand
Free-Video
Data Science Festival

Having Fun with Python: Originating and Processing Data for Innovative Visualization and Analytics

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Extract and process data with Python to answer quirky questions and create innovative visualizations for data-driven insights.
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1 Lesons
41 minutes
On-Demand
Free-Video
NDC Conferences

Taking Models to the Next Level with Azure Machine Learning

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Explore Azure Machine Learning for custom model training, from pre-built cognitive services to AutoML and hyperparameter tuning, with practical examples for text analysis and sentiment analysis.
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23 Lesons
57 minutes
On-Demand
Free-Video
OpenSource Connections

Relevance Proof in Yelp Search - LLM-Powered Annotations

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Discover how Yelp enhances search results using LLM-powered annotations, focusing on review highlights and business information to improve user experience and search relevance at scale.
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1 Lesons
47 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Development of Machine Learning Methods to Improve ESG Scores and Responsible Investment Decisions - Part 1

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Explore machine learning methods for improving ESG scores and responsible investment decisions. Learn to extract and analyze ESG information from company disclosures using NLP techniques.
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1 Lesons
43 minutes
On-Demand
Free-Video
EuroPython Conference

Watermarking Generated Text for LLM Attribution

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Explore watermarking techniques for LLMs to verify AI-generated text authorship, addressing concerns about fake news and academic integrity.
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1 Lesons
31 minutes
On-Demand
Free-Video
Ubuntu OnAir

Documentation Testing with Vale - Office Hours June 14, 2024

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Explore Vale for documentation testing, covering rule implementation, style guides, and practical examples in this informative session on enhancing technical writing quality.
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20 Lesons
43 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Ontological Semantics: An Overview

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Explore a comprehensive approach to text meaning in computer processing, covering theories, methodologies, and implementations for effective natural language processing applications.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
NDC Conferences

Hello AI World! - Why Developers Should Care About AI

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Explore modern AI tools for developers, including machine learning and deep learning, to enhance products and services. Learn to leverage AI capabilities through simple API calls.
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18 Lesons
1 hour
On-Demand
Free-Video
Alan Turing Institute

Machine Learning for Armed Conflict Mediation: Analyzing Peace Dialogue Transcripts

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Explore innovative applications of machine learning in analyzing peace dialogues, aiding conflict mediators in complex geopolitical scenarios like the Yemen war.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
UofU Data Science

Visualization for Data Science: Evaluation, Sets, and Text Analysis

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Explore advanced data visualization techniques for scientific analysis, focusing on evaluation methods, set theory applications, and text-based visualizations.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video