Dean/fastai-course-v3

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

General meteorological

General biology

Type model

General genetic

General environmental

Task disaster response

General deep learning

General bioinformatics

General hacktoberfest

Data Domain audio

General natural resource

Task classification

General imaging

Data Domain nlp

General natural language processing

General cancer

General mlops

Integration mlflow

General image processing

General health

General hacktoberfest 2023

General oceans

Integration dvc

Data Domain tabular

General mapping

Task image classification

General coastal

General python

General whole genome sequencing

Framework tensorflow

General biodiversity

General data science

General atmosphere

General covid-19

General cog

General elevation

General strides

General neuroscience

General global

General lidar

General cities

General neuroimaging

General coronavirus

Integration git

General open source software

General ecosystems

General climate model

General water

Framework pytorch

General neurobiology

General csv

General aerial imagery

General archives

General land

General astronomy

General air quality

General transcriptomics

Task object detection

General analytics

General urban

General machine learning project

General food security

General data science project

General internet

General bam

General parquet

General energy

General gps

General continuously operating reference station - cors

General homo sapiens

General conservation

General tutorial

Data Domain 3d model

General fastq

General cell biology

General stac

Framework scikit-learn

General encyclopedic

General cell imaging

General medicine

General broadcast ephemeris

General gnss

General gene expression

General infrastructure

General json

General earthquakes

General robotics

General chemistry

General census

General nara

General cyber security

General solar

General biotech blueprint

General magnetic resonance imaging

General statistics

General signal processing

General demography

General labeled

General protein

General molecule

General mlflow-serving

General reference index

General ice

Task autonomous vehicles

Data Domain medical imaging

General vcf

Task machine translation

General cnn

General mus musculus

General neural network

Task vision

General geoscience

General multimedia

General transportation

General genetic maps

General 1940 census

General neurophysiology

General chemical biology

General video

General osm

General regulatory

General population

General financial markets

General microscopy

General fasta

General marine navigation

General biomolecular modeling

General floods

General computer security

Task information retrieval

General planetary

General population genetics

General electron microscopy

Task time series forecasting

General ml pipelines

General deeplearning

General llm

General streamlit

Integration arxiv

General data visualization

General reproducibility-challenge

Task anomaly detection

Task semantic segmentation

General medical

General market data

Task text generation

General data analytics

General genelab

General smd ai

General civic

General digital preservation

General wine quality prediction

Task denoising

General xgboost

General commerce

General epigenomics

General demographics

General seismology

General nifti

General government records

General blockchain

General genome wide association study

Integration label studio

General broadband

General random forests

General us-dc

General traffic

Task chatbot

General long read sequencing

General sars

General digital forensics

General molecular docking

General predictive analysis

General computer forensics

General fluorescence imaging

General dagshub

General metagenomics

General regression

General survey

General metadata

General bathymetry

General fast5

General mers

Integration github

General copyright monitoring

General short read sequencing

General amino acid

General rag

General kaggle

Task language modelling

General transformers

General text analysis

General llms

Task text classification

General artificial-intelligence

General economics

General healthcare

General segmentation

Task sentiment analysis

General datamanipulation

General events

Framework huggingface transformers

General music

General network traffic

General electrophysiology

General kidney

General data cleaning

General projects

General research

General movies

General wildlife

General sklearn

General free software

General test

General x-ray tomography

General speech processing

General txt

Task speech recognition

General data analysis

General space biology

General mining software repositories

General trading

Task medical image segmentation

Task music information retrieval

General source code

General covid

General forecast

General cars

General github actions

Data Domain graph

General predictive modelling

Task text-to-image generation

General data

General ensemble learning

General education

General intrusion detection

General complaints

General deployment

Task recommendation systems

General near-surface specific humidity

General alphafold

General csi

General emotion

General ukraine

General alchemical free energy calculations

General tiles

General science

General hydrography

General loftee

General live song identification

General flask

General low-pressure turbine

General organelle

General fewshot

General workload analysis

General detection

Task face recognition

General seafloor

General acoustics

General tertiary analysis

General art

General pediatric

General turbulence

General mixed file dataset

General fisheries

General structural variation

Data Domain reinforcement learning

Task audio classification

General netcdf

General green aviation

General near-surface air temperature

General sqlite

General national archives catalog

General space weather

General media

General precipitation

General prediction

General marine mammals

General music features dataset

General geothermal

General industrial

General molecular dynamics

General microbiome

General openfold

Task activity recognition

General simulations

General computational fluid dynamics

General keras

General scholarly communication

General data assimilation

General cover song identification

Task question answering

General malware

General privacy

General history

General enzyme

General protein folding

General pandas

General marine

General pharmaceutical

General museum

Task active learning

General high-throughput imaging

General hpc

General cell painting

General japanese

General datacenter

General cmip5

General ransomware

General datascience

General structural biology

General autism spectrum disorder

General virus

General culture

General cmip6

General meta learning

General foldingathome

General geophysics

General mining

General speaker identification

General cram

General variant annotation

General vep

General msa

General benchmark

General cloud computing

General timho

General 1950 census

General bitcoin

General recombination maps

General hiring

General radiation

General cultural preservation

General protein template

General automatic speech recognition

General histopathology

General whole exome sequencing

General xml

General analysis

Task depth estimation

General linear regression

General python library

Framework pycaret

General eda

General x-ray

General price prediction

General snowflake

General credit card

Task sequence-to-sequence language modeling

General autoencoder

General price

Task named entity recognition

General ai voice clone app

General gans

General huggingface

General mnist

General wine

Task explainable artificial intelligence

General ai personal assistant

General hebrew

Task object classification

General coco

General disease

General data pipelines

Task text summarization

General pipeline

General monitoring

General text

General matplotlib

General sports

General generative ai

General mlops zoomcamp

General customer churn

General labelling

General transactional data

General bot

Task automl

General toy

General ai mlops

Task reading comprehension

General docker

General catboost

General aws

General chest cancer predition

General fastai

Task video object segmentation

General master

Task image captioning

General heroku

Task classification with binary neural network

General version control

General instruction following

General news

Task pedestrian detection

General ai voice assistant

General npc

General vector embeddings

General banking

General vector database

General noaa cors network - ncn

Framework ultralytics yolo

General numpy

General mri

Task real-time object detection

General chatgpt plugins

General gender debiasing

General modular coding

General jupyter notebook

General medical classification

General julia

General continuous integration

General python pakage

Task 3d human pose estimation

General cml

General aiops

General annotations

Task time series

General malaria

General nltk

Task image generation

General example

General llama2

General colab

General data mining

General codepeak

General evidently

General database

Task minecraft

General numeric arrays

General machine

General end to end

General social good

General bias

Task object detection in aerial images

General vector embedding database

General mammography

General convolutional neural network

General loan application

General chest x-ray

General credit card defaulter prediction

General bento ml

Task text matching

General customer sentiment analysis

Integration bitbucket

Task text-to-speech synthesis

Task federated learning

General gradient boosting

Task zero-shot object detection

General unet

General fire

General ml deployment

General ai planning

General medical terminology

General zomato

General quantitative

General image

Task music generation

General api

General dagshub as a my favourite data science tool

General hello-world

General liberia

General runners

Task link prediction

General ecr

General digital marketing

General production optimization

Task multi-task learning

General car service

General movie

General fdfwsf

General first

General reviewer recommendation

Task table detection

General elasticnet

General sometopic

General face shape classification for improving styling

General challenge

General apple

General designing

General malware detection

Task covid- diagnosis

General kyc

General smiles

General agents

General physics

General coronary plaque analysis

General baseline

General lora

General forecasting

General suicide rates analysis

Task 3d pose estimation

General happy

General mode

General instruct chatgpt

General seo

General forest

General fdffwfwf

General bark voice cloning

General trip

Task news classification

General wdl

General tiger

General moldova

General supermarket website scraping

General discord

General latent diffusion models

Task visual question answering

General credit finance fraud

General academic

General cps

General neural search

General beginner

Task colorization

General asv

General visualization

General chatgpt

General data streaming

Task domain generalization

Task style transfer

Task rgb-d salient object detection

General books

Task food recognition

General jitter click test

General oracle

General food

General spam-classifier

General olympics

General extract mfccs

General gemini

General trial

Task machine reading comprehension

General dataframe

General precious stones

General wav

General minecraft shapes

General epu index

General kagle

General shopping

General churn

General webapps

General man is nervous

General project

General semantic search

General azure

General tasks

General manipu

General africa

Task face reenactment

General albumentations

Task dimensionality reduction

General http traffic data

General computing

General stroke prediction

General document image

General text-to-video

Task word embeddings

General agent

General minecraft circle generator

General portfolio

General violence detection

Task audio source separation

Task face identification

General best pune escorts

General heart valve prosthesis

General 2022 data science related notes

General shap

General argument

General cracks and potholes

General alpaca

General clot

Task object counting

General histological segmentation

General covid19 vaccine

General msr

Integration jenkins

General triplet loss

General finite element method

General generative design

General vsdvsdvsdvssf

General sad

General time prediction

Task data augmentation

General get data

General html

General quack

General credit-risk

General plant

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

General illegal deforestation

General ctr

General payments

General food time delivery

General mongodb

General parser

General awesome list

General lungs

Task few-shot learning

General dsd

General script

General large language mode

Task domain adaptation

General tactical decision

Task content-based image retrieval

General anaomaly detection

General omdena-milan chapter mirrored from github repo

General cat

General engineer

General chat llama

General classifier

General ai4 sustainable agri-food

General bank

General diabetes

General weather impacts

Task face reconstruction

General telecom

General type

General discount

General dinosaurs

General recipe

General cell segmentation

General taxi fare prediction

Framework flax

General obesity

General sdsd

General titanic

Task biomedical information retrieval

General data review

General engine

General datellite imagery

General vaccine

General bark voice clone

General java

General notes

General mosquito

Task face verification

General unit testing

General pytorch2

General skimage

General vessel segmentation

Task sentence embeddings

General new upcoming data science projects for 2020

General xyz analysis

General inventory turnover

General eye

General representation learning

Task image-to-image translation

General optimization

General ec2

General defaulter

Task sentence classification

Task generalized zero-shot learning

General short

General voice enabled

General duckdb

General soup

General speech

General disease classification

Framework langchain

General ai voice cloning

Task visual tracking

General neutral

General video-object-segmentation

General chest disease

General oci

General object

Task neural architecture search

General language

General cybersecurity

General mouse

General soccer

General understanding

Task feature engineering

General sql

General scientific documents

General default customer

Task text-image retrieval

General tinyml

General code review

General moez

Task license plate recognition

General man naked on ice

Task music classification

General deno

General wealth

General fraud

General remote working file system

Task pose estimation

General gru

General pune escorts services

Task object skeleton detection

General dialogpt bot

General openai

General number recognition

General data extraction of deed of trust

General chexnet

General image to audio

General the blogger

Task speech enhancement

General yvual

General house

General mikrocontrollers

General medical image classification

General ner

General development

General gis data

General gaming

General devices

General vls

General phitoplankton

Task transfer learning

General tumo

General women

Task scientific document summarization

General fastapi

General siamese network

General dental

General integration

General search

General power bi

General prevention

General scorecard

General marketing analytics

Task face sketch synthesis

General sea

General individuals

Task aesthetics quality assessment

General reels

Task autonomous driving

Task face model

General bark

Task classification with binary weight network

Task panoptic segmentation

General alzheimers

General jigsaw

General parkinson disease

General diffusion

Task natural language understanding

General credit card default prediction

General query

General detection of gaps

General mlpipelines

General bug localization

Task gesture recognition

Task open information extraction

General wordle

Task multi-label text classification

General nextjs

General similarity detection

General optical coherence tomography

Task time series analysis

General scw

Task object recognition

General alguae

General computer-aided design

General orchest

General healt

General weights and biases

General swiggy

General author dwaipayan chakroborti

General random sampling

General futbol

Task clustering algorithms evaluation

Task brain tumor segmentation

General ggs

General man is ugli

General evaluation

Task face detection

General dubai

General vascular tissue engineering

General its

General fitnes

General friendship

General cognitive control

General clustering

Task network intrusion detection

Task edge detection

General abc analysis

General paper

General gradio

Task hand gesture recognition

General radiometric data

General tutorials

General open-cv

General action video games

General emoji

General yolov8

General data version control

General imporoving logistics and optimizing routing

General triathlon

General seaborg

Task pedestrian attribute recognition

General coding

General microcontroller

General marketing

General modern portfolio theory

General interpretability

General ditmodel

General chest cancer

General minecraft blocks

General pickle

General digital pathology

General seaborn

General fauna

Task remote sensing image classification

General animals

Task document layout analysis

General giskard

General pytest

Task salient object detection

General preverified

General finance

General notebook

General snails

General book

General contrastive loss

General corpus

General explainable ai

General game

General naive-bayes

General vscode

General art generation

General skeleton

General accidents

Task network embedding

General product webscraping on food systesms

General credit card risk

General 2023 data science collection repo

General pil

General flood prediction

General fashion images

General edema

General dynamic time warpping

General seagrass

General exercise videos

General documents

General singapore

General video-object-segmentatino

Framework jax

Task answer selection

General torchdata

General sdw

General lstm

General hyperspectral imaging

General image complexity

General tim ho

General insurance

Task fine-grained image classification

Task scene text detection

Task adversarial defense

Task scene classification

Task audio tagging

Task paraphrase generation

Task cross-modal retrieval

Task unsupervised facial landmark detection

Task node clustering

General newreposistory for to learning - how dagshub works

Task table-to-text generation

Task fairness

Task conditional image generation

Task robust object detection

Task event extraction

Task image retrieval

Task atari games

Task network pruning

Task semantic correspondence

Task keypoint detection

Task hand segmentation

Task homography estimation

Task image/document clustering

Task human robot interaction

Task document classification

Task rectification

Task weakly-supervised semantic segmentation

Task imputation

Task scene understanding

Task task-oriented dialogue systems

Task deepfake detection

Task cross-view image-to-image translation

Task document summarization

Task acoustic scene classification

Task face presentation attack detection

Task activity detection

Task intent classification

Task image cropping

Task visual place recognition

Task object localization

Task text style transfer

Task binarization

Task traffic sign recognition

Task person search

Task deblurring

Task semi-supervised image classification

Task transliteration

Task real-time strategy games

Task metric learning

Data Domain point cloud

Task weakly-supervised named entity recognition

Task object tracking

Task skeleton based action recognition

Task aspect-based sentiment analysis

Task action quality assessment

Task video prediction

Task hyperspectral image classification

Task scene flow estimation

Task graph representation learning

Task head pose estimation

Task depth completion

Task lesion segmentation

Task topic models

Task motion segmentation

Task causal inference

Task zero-shot learning

Task depression detection

Task rgb salient object detection

Task tokenization

Task retinal vessel segmentation

Task emotion recognition in conversation

Task dialogue generation

Task optical flow estimation

Task slot filling

Task out-of-distribution detection

Task face alignment

Task multiple object tracking

Task real-time semantic segmentation

Task music source separation

Task chinese named entity recognition

Task action classification

Task scientific results extraction

Task spoken language understanding

Task action anticipation

Task opinion mining

Task meta-learning

Task decision making

Task ssim

Task multi-object tracking

Task autonomous navigation

Task 3d object recognition

Task jpeg artifact correction

Task video segmentation

Task music modeling

Task density estimation

Task handwriting generation

Task stance detection

Task sound event detection

Task mathematical question answering

Task disparity estimation

Task 3d absolute human pose estimation

Task community detection

Task node classification

Task visual object tracking

Task facial landmark detection

Task optical character recognition

Task computed tomography (ct)

Task saliency detection

Task contrastive learning

Task video frame interpolation

Task hand pose estimation

Task visual navigation

Task self-supervised learning

Framework spacy

Task knowledge graphs

Task 3d semantic segmentation

Task event-based vision

Task entity linking

Task sign language translation

Task matrix completion

Task genre classification

Task automatic post-editing

Task 3d multi-object tracking

Task video summarization

Task vision-language navigation

Integration new relic

Task 3d object tracking

Task stereo matching

Task math word problem solving

Task cross-lingual ner

Task egocentric activity recognition

Task 3d face animation

Task dense video captioning

Task novel view synthesis

Task continuous control

Task bayesian inference

Task feature selection

Task image stitching

Task 3d shape reconstruction

Task partial domain adaptation

Task morphological analysis

Task 3d pose estimation using rgb

Task trajectory forecasting

Task multi-person pose estimation

Task patch matching

Task music transcription

Task unsupervised image classification

Task visual reasoning

Task multivariate time series forecasting

Task temporal action localization

Task semantic textual similarity

Task cross-lingual question answering

Task super-resolution

Task constituency parsing

Task low-light image enhancement

Task weakly supervised object detection

Task video retrieval

Task lane detection

Task structure from motion

Task multimodal unsupervised image-to-image translation

Task video reconstruction

Task referring expression segmentation

Task abstractive text summarization

Task facial expression recognition

Task multi-agent reinforcement learning

Task 3d action recognition

Task audio generation

Task point cloud registration

Task video recognition

Task program repair

Task unsupervised domain adaptation

Task color image denoising

Task code generation

Task learning-to-rank

Task quantization

Task visual dialog

Task visual odometry

Task region proposal

Task online multi-object tracking

Task scene text

Task small data image classification

Task fact verification

Task robot navigation

Task entity typing

Task unsupervised anomaly detection

Task emotion classification

Task 3d shape representation

Task continual learning

Task image super-resolution

Task 3d object detection

Task conversational response selection

Task change point detection

Task hate speech detection

Task keyword extraction

Task image enhancement

Task single image dehazing

Task graph classification

Task video-based person re-identification

Task graph clustering

Task trajectory prediction

Task video understanding

Task graph embedding

Task fact checking

Task latent variable models

Task human-object interaction detection

Task long-tail learning

Task human detection

Task multi-future trajectory prediction

Task common sense reasoning

Task multimodal activity recognition

Task vision and language navigation

Task automated theorem proving

Task video description

Task probabilistic deep learning

Task action recognition in videos

Task semantic role labeling

Task natural language inference

Task scene graph detection

Task graph matching

Task 3d multi-person pose estimation

Task image registration

Task video object detection

Task video classification

Task offline rl

Task human part segmentation

Task unsupervised machine translation

Task few-shot image classification

Task dictionary learning

Task 3d reconstruction

Task stereo matching hand

Task eye tracking

Task human action generation

Task chinese reading comprehension

Task motion prediction

Task weather forecasting

Task language identification

Task clique prediction

Task video generation

Task coreference resolution

Task dense pixel correspondence estimation

Task interactive segmentation

Task lipreading

Task paraphrase identification

Task action unit detection

Task relational reasoning

Task whole slide images

Task image dehazing

Task 3d hand pose estimation

Task speaker diarization

Task relation extraction

Task action spotting

Task feature importance

Task grammatical error correction

Task defect detection

Task bias detection

Task keyword spotting

Task kg-to-text generation

Task scene text recognition

Task scene recognition

Task outlier detection

Task semantic similarity

Task robotic grasping

Task semantic parsing

Task misinformation

Task abnormal event detection in video

Task source code summarization

Task action detection

Task saliency prediction

Task general reinforcement learning

Task community question answering

Task stochastic optimization

Task self-driving cars

Task action localization

Integration gitlab

Task grasp contact prediction

Task relation classification

Task instance segmentation

Task open-domain question answering

Task entity disambiguation

Task adversarial attack

Task video inpainting

Task video semantic segmentation

Task fine-grained visual recognition

Task text-to-sql

Task click-through rate prediction

Task person re-identification

Task color constancy

Task nested named entity recognition

Task monocular depth estimation

Task handwriting recognition

Task product recommendation

Task tumor segmentation

Task image inpainting

Task compositional zero-shot learning

Task image denoising

Task intent detection

Task knowledge graph completion

Integration google cloud storage

Task speech synthesis

Task starcraft

Task joint entity and relation extraction

Task one-shot learning

Task drug discovery

Task line segment detection

Task multi-class classification

Task graph generation

Task monocular 3d object detection

Task anomaly detection in surveillance videos

Task sketch-based image retrieval

Task question generation

Task scene generation

Task animal pose estimation

Task sign language recognition

Task core set discovery

Task code search

Task graph regression

Task dialogue understanding

Task scene segmentation

Task curriculum learning

Task action recognition

Task part-of-speech tagging

Task synthetic-to-real translation

Task colorectal polyps characterization

Task simultaneous localization and mapping

Task imitation learning

Task self-supervised action recognition

Task weakly supervised action localization

Task multimodal machine translation

Task image quality assessment

Task abusive language

Task video salient object detection

Task structured prediction

Task word sense disambiguation

Task chunking

Task image matting

Task 3d human reconstruction

Framework tf lite

Task multiple instance learning

Task text simplification

Task lesion classification

Task video super-resolution

Task 3d point cloud classification

Task goal-oriented dialog

Task dialogue state tracking

Task face anti-spoofing

Task 3d pose estimation using rgbd

Task image compression

Task lexical entailment

Task emotion recognition

Task eeg

Task passage retrieval

Task action segmentation

Task video captioning

Task document ranking

Task image restoration

Task image clustering

Task data-to-text generation

Task knowledge base question answering

Task cross-lingual transfer

Task fake news detection

Task sentence embedding

Task visual localization

Task 3d instance segmentation

Task multi-label classification

Task incremental learning

Task multi-document summarization

Task crowd counting

Task vehicle re-identification

Task gaze estimation

Task unsupervised object segmentation

Task gaussian processes

Task unsupervised video object segmentation

Task abuse detection

Task sarcasm detection

Task face swapping

Task variational inference

Task discourse parsing

Task video question answering

Integration s3 compatible storage

Task compressive sensing

Task virtual try-on

Task dependency parsing

Task boundary detection

Task fine-grained visual categorization

Task motion capture

Task semi-supervised video object segmentation

Task speech separation

Task motion estimation

Task multimodal sentiment analysis

Task age estimation

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

colab

50646216b9

Install pre-compiled OpenCV4 for Swift notebooks with OpenCV (#391)

4 years ago

sagemaker-cfn.yml

4b763ccfa9

Updated create SageMaker notebook instance workflow (#233)

5 years ago

sagemaker-create

c1e70f99aa

Added new production guide for Amazon SageMaker (#226)

5 years ago

sagemaker-start

c8fe7da838

Changed start script to kill jupyter-notebook process (#100)

5 years ago

sagemaker_upd

4c37ad447d

lesson updates

5 years ago

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Use Google Cloud Storage!

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Congratulations!

Use AWS S3 as storage!

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Congratulations!

Use any S3 compatible storage!

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Use Azure Cloud Storage!

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Dean
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fastai-course-v3