Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Bag of Words

Showing: 17 courses
Great Learning

What is Natural Language Processing - NLP Full Course

1 rewiews
Comprehensive introduction to Natural Language Processing, covering key concepts, techniques, and applications using Python, with hands-on projects in sentiment analysis and chatbot development.
Add to list
29 Lesons
8 hours 3 minutes
On-Demand
Free-Video
University of Central Florida

Object Recognition

0 rewiews
Explore object recognition techniques, from Bag of Words to selective search, covering codebooks, visual synonyms, and object localization for effective image classification.
Add to list
47 Lesons
1 hour 3 minutes
On-Demand
Free-Video

Natural Language Processing

0 rewiews
Explore natural language processing (NLP) concepts, review Text preprocessing and data cleaning, learn forward propagation and back propagation in neural networks, Word Embedding using Keras and deep learning with examples
Add to list
29 Lesons
10 hours
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Drop Your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval

0 rewiews
Explore innovative pre-training techniques for dense passage retrieval using bag-of-word prediction methods, focusing on decoder-free approaches for improved efficiency.
Add to list
1 Lesons
15 minutes
On-Demand
Free-Video
Open Data Science

Using Your Powers for Good - Data Science in the Social Sector

0 rewiews
Explore data science applications in the social sector, including disaster relief and education. Learn techniques like logistic regression and ensemble building for impactful machine learning projects.
Add to list
35 Lesons
43 minutes
On-Demand
Free-Video
Data Science Dojo

Introduction to Text Analytics with R - Overview

0 rewiews
Explore text analytics with R: tokenization, feature engineering, classification models. Learn data cleaning, analysis, and visualization using a spam dataset. Practical introduction for aspiring data scientists.
Add to list
10 Lesons
31 minutes
On-Demand
Free-Video
UofU Data Science

Introduction to Language Modeling: From N-grams to Neural Networks

0 rewiews
Explore the evolution of language modeling, from n-grams to neural architectures, covering key concepts like embeddings, transformers, and RLHF implementations.
Add to list
6 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Keith Galli

Complete Natural Language Processing Tutorial in Python

0 rewiews
Comprehensive Python tutorial covering NLP fundamentals, techniques, and state-of-the-art models. Includes practical examples using popular libraries and hands-on implementation of advanced concepts.
Add to list
21 Lesons
1 hour 38 minutes
On-Demand
Free-Video
Krish Naik

Fake News Classifier with Machine Learning and NLP - Part 1

0 rewiews
Learn to build a fake news classifier using machine learning and NLP techniques. Covers data preprocessing, feature extraction, and multinomial classification algorithms for detecting misinformation.
Add to list
6 Lesons
25 minutes
On-Demand
Free-Video
Krish Naik

Machine Learning Model Retraining Approach - Incremental and Continuous Model Training

0 rewiews
Explore incremental machine learning model training for continuous updates, addressing model drift and improving performance over time.
Add to list
14 Lesons
31 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP 2019 - Convolutional Neural Networks for Language

0 rewiews
Explore convolutional neural networks for NLP, covering bag-of-words, context windows, sentence modeling, stacked and dilated convolutions, and structured convolution for sentence pairs.
Add to list
17 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP 2017 - Convolutional Networks for Text

0 rewiews
Comprehensive lecture on convolutional networks for text, covering bag-of-words, n-grams, applications, stacked and dilated convolutions, structured convolution, sentence pair modeling, and CNN visualization techniques.
Add to list
17 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP 2020 - Convolutional Neural Networks for Text

0 rewiews
Comprehensive exploration of convolutional neural networks for text processing, covering key concepts, applications, and advanced techniques in natural language processing.
Add to list
30 Lesons
55 minutes
On-Demand
Free-Video
EuroPython Conference

Building a Naive Bayes Text Classifier with scikit-learn

0 rewiews
Learn to build a Naive Bayes text classifier using scikit-learn, exploring preprocessing techniques and feature extraction methods for effective spam detection in YouTube comments.
Add to list
16 Lesons
30 minutes
On-Demand
Free-Video
Devoxx

Word Embeddings from Deep Space Nine using Machine Learning

0 rewiews
Explore word embedding techniques using Star Trek Deep Space Nine scripts, from Bag of Words to BERT, with practical insights for production environments.
Add to list
14 Lesons
43 minutes
On-Demand
Free-Video
HyperComplex Seminar

Application of Unsupervised Learning to AC Susceptibility Measurements of High-Temperature Superconductors

0 rewiews
Explore unsupervised learning applications in analyzing AC susceptibility measurements of high-temperature superconductors, focusing on clustering techniques and data representation methods.
Add to list
1 Lesons
33 minutes
On-Demand
Free-Video
Finnish Center for Artificial Intelligence FCAI

Linear Structures in Transformer Embedding Spaces

0 rewiews
Explore linear structures in Transformer embedding spaces, examining anisotropy, BERT's next sentence prediction, layer behavior, and multi-head attention modules.
Add to list
1 Lesons
48 minutes
On-Demand
Free-Video