Topics

Type dataset

General open-data-registry

Integration aws s3

General aws-pds

General sustainability

General agriculture

General earth observation

General geospatial

General life sciences

General machine learning

General climate

Data Domain computer vision

General genomic

General weather

General satellite imagery

Type model

General meteorological

General biology

General genetic

General environmental

Task disaster response

General deep learning

General bioinformatics

General hacktoberfest

Data Domain audio

General natural resource

Task classification

General imaging

General mlops

Integration mlflow

Data Domain nlp

General natural language processing

General cancer

General image processing

Task image classification

General health

Data Domain tabular

General python

Integration dvc

General oceans

General hacktoberfest 2023

General data science

General mapping

Framework tensorflow

General coastal

General whole genome sequencing

General biodiversity

General atmosphere

General covid-19

General elevation

General cog

General strides

General neuroscience

General global

General lidar

General open source software

General cities

General coronavirus

Integration git

General neuroimaging

General machine learning project

General ecosystems

General climate model

Framework pytorch

Task object detection

General water

General csv

General neurobiology

General aerial imagery

General air quality

General astronomy

General archives

General land

General transcriptomics

General analytics

General urban

General data science project

General food security

General energy

General parquet

General bam

General internet

General continuously operating reference station - cors

General tutorial

General gps

Framework scikit-learn

General medicine

General homo sapiens

Data Domain 3d model

General conservation

General stac

General cell biology

General encyclopedic

General fastq

General cell imaging

General broadcast ephemeris

General mlflow-serving

Data Domain medical imaging

General gnss

General census

General json

General nara

General chemistry

General robotics

General earthquakes

General gene expression

General infrastructure

General solar

General cyber security

General biotech blueprint

General magnetic resonance imaging

General cnn

General statistics

General signal processing

General llm

General labeled

General demography

General financial markets

General protein

General ice

Task autonomous vehicles

General molecule

General neural network

General reference index

Task machine translation

General vcf

General deeplearning

Task time series forecasting

Task vision

General mus musculus

General artificial-intelligence

General video

Task information retrieval

General genetic maps

General 1940 census

General multimedia

General dagshub

General geoscience

General chemical biology

General neurophysiology

General computer security

General transportation

General ml pipelines

General population genetics

General planetary

Task anomaly detection

General microscopy

General osm

General regulatory

General electron microscopy

General population

General wine quality prediction

General fasta

General biomolecular modeling

General floods

General medical

General marine navigation

Task chatbot

General streamlit

General data visualization

Task semantic segmentation

General data analytics

General healthcare

Integration arxiv

General reproducibility-challenge

General digital preservation

General genelab

Task text generation

Task denoising

General predictive analysis

General smd ai

General market data

General xgboost

General civic

General llms

General regression

General metadata

General segmentation

General traffic

General sars

General genome wide association study

General digital forensics

General commerce

General kidney

General survey

General blockchain

General broadband

General molecular docking

General seismology

General amino acid

General random forests

General metagenomics

General nifti

General fluorescence imaging

General copyright monitoring

General short read sequencing

General mers

Integration label studio

General transformers

General bathymetry

General demographics

General epigenomics

General long read sequencing

Integration github

General government records

General economics

General fast5

General us-dc

General computer forensics

Task language modelling

Task sentiment analysis

Task medical image segmentation

General kaggle

General text analysis

General finance

General rag

Task text classification

Framework huggingface transformers

General research

General datamanipulation

General music

General events

General projects

General network traffic

General deployment

General data cleaning

Task recommendation systems

General electrophysiology

General covid

General education

General sklearn

General forecast

General complaints

General speech processing

Task text-to-image generation

General data analysis

General free software

General cloud computing

General bitcoin

General test

General source code

Task music information retrieval

General trading

General space biology

General predictive modelling

General x-ray tomography

General ensemble learning

General github actions

General data

General mining software repositories

General intrusion detection

General detection

Task speech recognition

General prediction

General txt

General movies

General wildlife

General cars

Task active learning

Data Domain graph

General near-surface air temperature

General molecular dynamics

General data pipelines

Task named entity recognition

General national archives catalog

General precipitation

General microbiome

General flask

General hiring

General automatic speech recognition

General industrial

General elasticnet

General alphafold

General vep

General fewshot

General geothermal

General tiles

General foldingathome

General structural biology

General cover song identification

General datascience

General marine mammals

General space weather

General simulations

General ukraine

General art

General benchmark

General timho

General science

Data Domain reinforcement learning

General speaker identification

General organelle

General cmip6

General radiation

General media

General recombination maps

General pandas

General cram

General cell painting

Task question answering

General hpc

General marine

General sqlite

General wine

General music features dataset

General museum

General workload analysis

General variant annotation

General mining

General cultural preservation

General whole exome sequencing

General culture

General protein template

General msa

General meta learning

General histopathology

General hydrography

General virus

General emotion

General autism spectrum disorder

General ai planning

General privacy

General cmip5

General history

General protein folding

General enzyme

General loftee

General csi

General generative ai

General fisheries

General datacenter

General sports

General japanese

General xml

General tertiary analysis

General pediatric

General data assimilation

General pharmaceutical

General ai personal assistant

General openfold

General netcdf

General acoustics

General medical image classification

General end to end

General low-pressure turbine

General turbulence

General ransomware

Task face recognition

General high-throughput imaging

Task audio classification

General seafloor

General mixed file dataset

Task object classification

General geophysics

General near-surface specific humidity

General scholarly communication

General computational fluid dynamics

General structural variation

General disease

General green aviation

General live song identification

General 1950 census

General alchemical free energy calculations

General keras

General credit card

General malware

Task activity recognition

Task explainable artificial intelligence

General pipeline

General coco

Task time series

General image

General ai voice clone app

General text

General ai mlops

General price prediction

General monitoring

Task image generation

General customer sentiment analysis

General customer churn

General mnist

General matplotlib

General analysis

General snowflake

General price

General x-ray

Task image captioning

Framework pycaret

General hebrew

General aws

General eda

General linear regression

General python pakage

General dagshub as a my favourite data science tool

General agents

General ml deployment

Task text summarization

General python library

General autoencoder

General gans

General huggingface

Task sequence-to-sequence language modeling

Task depth estimation

General chest x-ray

General mri

General loan application

General action video games

General heroku

General credit card defaulter prediction

Task real-time object detection

Task time series analysis

General chatgpt plugins

General brain

General agent

General development

General convolutional neural network

General toy

General master

General web

Task classification with binary neural network

General java

General cml

General bot

General api

General mammography

General chest cancer predition

General vector database

General transactional data

General banking

General catboost

General version control

General chapter 1

General mlops zoomcamp

General spider

General evaluation

General continuous integration

General numeric arrays

General vector embedding database

General chat llama

General vector embeddings

Task food recognition

General bento ml

General machine

Task object detection in aerial images

General evidently

Task transfer learning

General bias

General colab

General unet

Task face model

General gender debiasing

General llama2

General docker

Task video object segmentation

Task text matching

General zomato

General modular coding

General aiops

General example

General jupyter notebook

Task zero-shot object detection

General annotations

General quantitative

General credit card risk

General study

General social good

General julia

Task music generation

General npc

General database

General churn

General fire

General data version control

Task automl

General human computer interaction

General malaria

Task reading comprehension

General labelling

Integration bitbucket

General fastai

General images

General instruction following

Task text-to-speech synthesis

Task minecraft

General experiment tracking

Task pedestrian detection

General gradient boosting

General nltk

General lstm

General news

Task federated learning

Framework ultralytics yolo

General medical terminology

General noaa cors network - ncn

General numpy

General ai voice assistant

General physics

General forecasting

General codepeak

General data mining

General open-cv

General forest

General medical classification

Task 3d human pose estimation

General ai4 sustainable agri-food

General weather impacts

General fitnes

General heart disease predicton

General gru

Task meta-learning

General script

General epu index

General gpt

General notebook

General naive bayes

General pytest

General giskard

General seaborn

General ditmodel

General captioning

General interpretability

General logistic regression

General seaborg

General emoji

General woman

General radiometric data

General paper

General credit scorecard modelling

General cognitive control

General geb

Task clustering algorithms evaluation

General sleep

General assistant

General swiggy

General alguae

Task object recognition

General scw

General sensors

General optical coherence tomography

General nextjs

Task gesture recognition

General bug localization

General credit card default prediction

General bark

General individuals

General sea

Task face sketch synthesis

General siamese network

General fastapi

Task scientific document summarization

General devices

General ner

General the blogger

General digital ocean

General chexnet

General number recognition

Task object skeleton detection

General man naked on ice

Task license plate recognition

General tinyml

Task text-image retrieval

General scientific documents

General understanding

General chest disease

General ai voice cloning

General disease classification

General short

General xyz analysis

General vessel segmentation

General pytorch2

General unit testing

General notes

General bark voice clone

General datellite imagery

General titanic

General obesity

General cell segmentation

General telecom

General engineer

General awesome list

General mongodb

General illegal deforestation

Task data augmentation

General vsdvsdvsdvssf

General finite element method

General histological segmentation

Task object counting

General caption

General cracks and potholes

General 2022 data science related notes

Task face identification

General portfolio

General minecraft circle generator

General fast

General http traffic data

Task dimensionality reduction

General engineering

Task face reenactment

General semantic search

General project

General shopping

Task learning-to-rank

General trial

General oracle

General bug

General books

Task rgb-d salient object detection

Task domain generalization

General visualization

General asv

Task colorization

General academic

Task news classification

General fdffwfwf

General seo

General lora

General baseline

General coronary plaque analysis

General smiles

General kyc

General image caption

General face shape classification for improving styling

General reviewer recommendation

General movie

General car service

General digital marketing

General liberia

General insurance

Task answer selection

General singapore

General documents

General model calibration

General flood prediction

General 2023 data science collection repo

General product webscraping on food systesms

General patientss

General accidents

General art generation

General naive-bayes

General game

General signal identification

General vscode

General skeleton

Task network embedding

General pil

General fashion images

General edema

General dynamic time warpping

General seagrass

General exercise videos

General video-object-segmentatino

Framework jax

General baseline background spi modeling

General torchdata

General sdw

General hyperspectral imaging

General image complexity

General tim ho

Task fine-grained image classification

General hello-world

General runners

Task link prediction

General ecr

General production optimization

General fdfwsf

General first

Task table detection

General sometopic

General challenge

General apple

General designing

General malware detection

Task covid- diagnosis

General suicide rates analysis

General tracking

General software

Task 3d pose estimation

General happy

General operating theatre

General mode

General automation

General instruct chatgpt

General demo

General encryption

General bark voice cloning

General trip

General wdl

General tiger

General moldova

General supermarket website scraping

General discord

General latent diffusion models

Task visual question answering

General credit finance fraud

Task 3d semantic segmentation

General cps

General beginner

General chatgpt

General data streaming

Task style transfer

General tagging

General jitter click test

General spam-classifier

General tarantula

General olympics

General extract mfccs

General gemini

Task machine reading comprehension

General dataframe

General precious stones

General radio astronomy

General wav

General minecraft shapes

General kagle

General webapps

General man is nervous

General azure

General tasks

General manipu

General africa

General albumentations

General computing

General stroke prediction

General document image

General weight of evidence

General text-to-video

Task word embeddings

General violence detection

Task audio source separation

General best pune escorts

General heart valve prosthesis

General observations cleaning

General shap

General argument

General alpaca

General clot

General covid19 vaccine

General msr

Integration jenkins

General auth

General triplet loss

General generative design

General sad

General time prediction

General get data

General html

General cloud

General quack

General credit-risk

General plant

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

General ctr

General payments

General information value

General food time delivery

General parser

General lungs

Task few-shot learning

General dsd

General large language mode

Task domain adaptation

Task content-based image retrieval

General anaomaly detection

General omdena-milan chapter mirrored from github repo

General classifier

General bank

General diabetes

Task face reconstruction

General type

General discount

General dinosaurs

General recipe

General taxi fare prediction

Framework flax

General sdsd

Task biomedical information retrieval

General data review

General vaccine

General mosquito

Task face verification

General javaml

General skimage

Task sentence embeddings

General new upcoming data science projects for 2020

General inventory turnover

General eye

General representation learning

Task image-to-image translation

General optimization

Integration s3 compatible storage

General ec2

General defaulter

Task sentence classification

Task generalized zero-shot learning

General voice enabled

General duckdb

General insect

General soup

General speech

Framework langchain

Task visual tracking

General neutral

General video-object-segmentation

General object

Task neural architecture search

General language

General cybersecurity

General mouse

General soccer

Task feature engineering

General iamges

General security

General default customer

General code review

General exp

General airflow

General deno

General wealth

General fraud

General remote working file system

Task pose estimation

General model tracking

General pune escorts services

General openai

General data extraction of deed of trust

General image to audio

Task speech enhancement

General yvual

General house

General mikrocontrollers

General gis data

General gaming

General vls

General phitoplankton

General tumo

General women

General dental

General integration

General power bi

General prevention

General scorecard

General marketing analytics

Task drug discovery

Task aesthetics quality assessment

General reels

Task autonomous driving

Task classification with binary weight network

Task panoptic segmentation

General alzheimers

General jigsaw

General diffusion

Task natural language understanding

General query

General detection of gaps

General mlpipelines

General wordle

Task multi-label text classification

General similarity detection

General computer-aided design

General orchest

General healt

General author dwaipayan chakroborti

General random sampling

General futbol

Task brain tumor segmentation

General ggs

General man is ugli

Task face detection

General dubai

General vascular tissue engineering

General its

General friendship

General clustering

Task network intrusion detection

Task edge detection

General gradio

Task hand gesture recognition

General tutorials

General yolov8

General imporoving logistics and optimizing routing

General triathlon

Task pedestrian attribute recognition

General coding

General microcontroller

General marketing

General annotation

General modern portfolio theory

General dagsub

General chest cancer

General minecraft blocks

General pickle

General digital pathology

General fauna

Task remote sensing image classification

General animals

Task document layout analysis

General chandigarh escorts services

Task salient object detection

General preverified

General cicd

General battery

General snails

General book

General contrastive loss

General explainable ai

Task multi-task learning

General neural search

General food

General enron

General tactical decision

General cat

General engine

General oci

General sql

General moez

Task music classification

General dialogpt bot

General search

General parkinson disease

Task open information extraction

General weights and biases

General abc analysis

General corpus

Task semi-supervised image classification

Task scene understanding

Task anomaly detection in surveillance videos

Task metric learning

Task clique prediction

Task semantic similarity

Task hyperspectral image classification

Task document classification

Task skeleton based action recognition

Task human robot interaction

Task motion segmentation

Task cross-lingual transfer

Task event extraction

Task sketch-based image retrieval

Task emotion recognition in conversation

Task robust object detection

Task multi-document summarization

Task multi-label classification

Task real-time semantic segmentation

General newreposistory for to learning - how dagshub works

Task spoken language understanding

Task audio tagging

Task homography estimation

Task real-time strategy games

Task mathematical question answering

Task 3d absolute human pose estimation

Task visual object tracking

Task document ranking

Task video frame interpolation

Task visual navigation

Task discourse parsing

Task imitation learning

Task knowledge graphs

Task tumor segmentation

Task semantic role labeling

Task vision-language navigation

Task genre classification

Task image matting

Task open-domain question answering

Task image compression

Task dense pixel correspondence estimation

Task fine-grained visual categorization

Task 3d object tracking

Task unsupervised anomaly detection

Task scene text detection

Task speech separation

Task continuous control

Task sarcasm detection

Task 3d pose estimation using rgb

Task weakly supervised action localization

Task multi-person pose estimation

Task crowd counting

Task multivariate time series forecasting

Task multimodal machine translation

Task semantic textual similarity

Task low-light image enhancement

Task video retrieval

Task word sense disambiguation

Task video super-resolution

Task hand segmentation

Task audio generation

Task colorectal polyps characterization

Task face alignment

Task video recognition

Task keyword spotting

Task rectification

Task video captioning

Task region proposal

Task fact verification

Task matrix completion

Task out-of-distribution detection

Task data-to-text generation

Task sign language translation

Task action recognition

Task continual learning

Task image super-resolution

Task 3d object detection

Task keyword extraction

Task cross-modal retrieval

Task face swapping

Task unsupervised facial landmark detection

Task video-based person re-identification

Task table-to-text generation

Task conditional image generation

Task keypoint detection

Task fact checking

Task synthetic-to-real translation

Task multi-future trajectory prediction

Task image/document clustering

Task automated theorem proving

Task weakly-supervised semantic segmentation

Task multimodal sentiment analysis

Task natural language inference

Task sign language recognition

Task scene classification

Task acoustic scene classification

Task text style transfer

Task weakly-supervised named entity recognition

Framework spacy

Task language identification

Task coreference resolution

Task atari games

Task lipreading

Task action unit detection

Task video prediction

Task lesion segmentation

Task source code summarization

Task entity linking

Task topic models

Task grammatical error correction

Task dialogue generation

Task cross-lingual ner

Task activity detection

Task slot filling

Task scientific results extraction

Task opinion mining

Task multi-object tracking

Task transliteration

Task self-driving cars

Integration gitlab

Task video reconstruction

Task autonomous navigation

Task math word problem solving

Task visual odometry

Task click-through rate prediction

Task causal inference

Task graph representation learning

Task density estimation

Task image inpainting

Task stance detection

Task disparity estimation

Task self-supervised learning

Task event-based vision

Task video summarization

Task bayesian inference

Task one-shot learning

Task chinese named entity recognition

Task image stitching

Task multi-class classification

Task music transcription

Task temporal action localization

Task question generation

Task image enhancement

Task constituency parsing

Integration new relic

Task graph regression

Task 3d pose estimation using rgbd

Task 3d action recognition

Task program repair

Task visual dialog

Task conversational response selection

Task trajectory prediction

Task latent variable models

Task unsupervised image classification

Task human detection

Task multiple instance learning

Task facial expression recognition

Task dictionary learning

Task outlier detection

Task video understanding

Task stereo matching hand

Task quantization

Task action detection

Task eye tracking

Task speaker diarization

Task common sense reasoning

Task entity typing

Task emotion classification

Task sentence embedding

Task 3d instance segmentation

Task defect detection

Task bias detection

Task vehicle re-identification

Task kg-to-text generation

Task saliency prediction

Task scene text recognition

Task virtual try-on

Task intent detection

Task semantic parsing

Task core set discovery

Task grasp contact prediction

Task entity disambiguation

Task person re-identification

Task paraphrase generation

Task color constancy

Task knowledge graph completion

Task monocular 3d object detection

Task network pruning

Task code search

Task scene segmentation

Task curriculum learning

Task self-supervised action recognition

Task compositional zero-shot learning

Task lesion classification

Task face anti-spoofing

Task unsupervised machine translation

Task few-shot image classification

Task offline rl

Task 3d reconstruction

Task image registration

Task 3d multi-person pose estimation

Task human action generation

Task abusive language

Task structured prediction

Task graph matching

Task scene graph detection

Task action recognition in videos

Task video generation

Task goal-oriented dialog

Task retinal vessel segmentation

Task interactive segmentation

Task graph clustering

Task knowledge base question answering

Task paraphrase identification

Task lexical entailment

Task probabilistic deep learning

Task whole slide images

Task sound event detection

Task 3d hand pose estimation

Task vision and language navigation

Task multimodal activity recognition

Task scene recognition

Task emotion recognition

Task hate speech detection

Task change point detection

Task small data image classification

Task text-to-sql

Task scene text

Task online multi-object tracking

Task automatic post-editing

Task multiple object tracking

Task image restoration

Task code generation

Task nested named entity recognition

Task color image denoising

Task misinformation

Task abnormal event detection in video

Task gaze estimation

Task action quality assessment

Task abstractive text summarization

Task general reinforcement learning

Task multi-agent reinforcement learning

Task stochastic optimization

Task imputation

Task action localization

Task weather forecasting

Task point cloud registration

Task referring expression segmentation

Task relation classification

Task multimodal unsupervised image-to-image translation

Task unsupervised domain adaptation

Task structure from motion

Task adversarial attack

Task video inpainting

Task lane detection

Task fine-grained visual recognition

Task scene flow estimation

Task object localization

Task weakly supervised object detection

Task cross-lingual question answering

Task head pose estimation

Task monocular depth estimation

Task visual reasoning

Task product recommendation

Task zero-shot learning

Task ssim

Task patch matching

Task animal pose estimation

Task saliency detection

Task trajectory forecasting

Task single image dehazing

Task morphological analysis

Task starcraft

Task joint entity and relation extraction

Task 3d shape reconstruction

Task feature selection

Task 3d multi-object tracking

Task novel view synthesis

Task graph generation

Task dense video captioning

Task human-object interaction detection

Task image quality assessment

Task 3d face animation

Task scene generation

Task video object detection

Task egocentric activity recognition

Task video classification

Task hand pose estimation

Task human part segmentation

Task dialogue understanding

Task contrastive learning

Task computed tomography (ct)

Task chinese reading comprehension

Task motion prediction

Task optical character recognition

Task passage retrieval

Task simultaneous localization and mapping

Task fake news detection

Task facial landmark detection

Task node classification

Task image dehazing

Task community detection

Task music modeling

Task video salient object detection

Task video segmentation

Task relation extraction

Task chunking

Task jpeg artifact correction

Task 3d human reconstruction

Framework tf lite

Task action spotting

Task text simplification

Task 3d object recognition

Task decision making

Task 3d point cloud classification

Task action anticipation

Task dialogue state tracking

Task stereo matching

Task action classification

Task music source separation

Task optical flow estimation

Task tokenization

Task eeg

Task rgb salient object detection

Task action segmentation

Task partial domain adaptation

Task super-resolution

Task depression detection

Task image clustering

Task depth completion

Task unsupervised object segmentation

Task aspect-based sentiment analysis

Task fairness

Task object tracking

Task robot navigation

Task visual localization

Task community question answering

Data Domain point cloud

Task incremental learning

Task traffic sign recognition

Task instance segmentation

Task semi-supervised video object segmentation

Task binarization

Task video semantic segmentation

Task gaussian processes

Task unsupervised video object segmentation

Task abuse detection

Task 3d shape representation

Task graph classification

Task variational inference

Task image cropping

Task video question answering

Task handwriting recognition

Task compressive sensing

Task graph embedding

Task dependency parsing

Task boundary detection

Task video description

Task motion capture

Integration google cloud storage

Task relational reasoning

Task motion estimation

Task intent classification

Task age estimation

Task feature importance

Task adversarial defense

Task handwriting generation

Task part-of-speech tagging

Task robotic grasping

Task node clustering

Task image denoising

Task face presentation attack detection

Task speech synthesis

Task document summarization

Task semantic correspondence

Task image retrieval

Task long-tail learning

Task line segment detection

Task deepfake detection

Task cross-view image-to-image translation

Task task-oriented dialogue systems

Task visual place recognition

Task person search

Task deblurring

New topics will be added to the General category. Only displaying topics that weren't autoscanned from topics file

8 Branches

docs

Revert "fixed broken img link (#157)" (#161)

5 years ago

fastai-video-browser

update lesson 7 notes

5 years ago

files

Replace course-v3 URLs (#158)

5 years ago

nbs

Merge branch 'master' of https://github.com/fastai/course-v3

5 years ago

tools

enable videos

5 years ago

.gitattributes

copy the fastai_docs nbstripout setup

5 years ago

.gitignore

.gitconfig is now autogenerated

5 years ago

LICENSE

Initial commit

5 years ago

README.md

readme

5 years ago

azure-pipelines.yml

add strip out checker job

5 years ago

floyd.yml

Add FloydHub guides to course site (#53)

5 years ago

floyd_requirements.txt

Add FloydHub guides to course site (#53)

5 years ago

DagsHub Storage

You have to be logged in to leave a comment.

course-v3

The 3rd edition of course.fast.ai - coming in 2019

This material is only for current students. Please do not share outside the course.

Tip!

Press p or to see the previous file or, n or to see the next file