Machine Learning Research

Agile Project Methodology

  • Client Collaboration
  • Business Goals
  • Incremental Steps
  • Iterative Process
  • Adaptive Approach
  • Cloud Project Tools
Development Phases
  1. Requirements
    • Use Case
    • Data
    • Features
    • Inference/Prediction
  2. MLOps
    • Standardize
    • Automate
    • Data Repository
    • Software Repository
    • ML Artifact Repository
    • Model Registry
    • Continuous Integration
      • Build, Train, Test, Tune
      • Deploy, Monitor, Measure, Optimize
  3. Data Pipeline
    • Identify, Acquire, Persist
    • Analyze, Filter, Format, Convert, Transform
    • Scale, Normalize, Standardize, Validate
  4. Analytics
    • Feature Engineering
    • Datasets
    • Modeling
      • Statistical Analysis
      • Regression Analysis
      • Forecasting
      • Machine Learning
        • Supervised
        • Unsupervised
      • Deep Learning
        • Artificial Neural Networks
        • Reinforced Learning
  5. Deployment
    • Infrastructure
      • Inference Endpoint
      • Containerization
      • Local
      • Cloud
    • Framework
      • TensorFlow
      • PyTorch
      • scikit-learn
    • Platforms
      • AWS
      • Azure
      • GCP
  6. Integration
    • Endpoint Service
    • REST API
    • Web Service
    • Micro Service
    • User Interface
More on Machine Learning (2460)
Top weighted terms correlating to ‘machine learning’. (2460)
Term Wt. Token
machine learning 147 6.21.
applications of artificial intelligence 91 6.4.
artificial intelligence in finance 91 6.4.8.
ai applications 91 6.40.
quantum machine learning 64 6.21.37.
glossary of artificial intelligence 60 6.18.
machine learning in earth sciences 59 6.21.33.2.
general adversarial network 54 6.15.2.22.
adversarial machine learning 54 6.21.2.
machine learning in bioinformatics 54 6.21.26.
list of datasets for machine learning research 53 1.10.4.1.53.
artificial intelligence in healthcare 39 6.7.
distbelief 34 6.13.6.5.1.
tensorflow 34 6.21.36.2.
thomas g. dietterich 33 1.10.4.1.87.
explainable artificial intelligence 32 6.5.13.1.3.
interpretable artificial intelligence 31 6.5.13.1.2.1.
explainable ai 30 6.129.
ai control problem 28 6.37.
ml.net 27 6.21.109.
learning classifier system 27 6.21.21.
algorithmic bias 27 6.21.3.
machine learning in physics 24 6.21.27.
bayesian model averaging 23 1.10.1.22.
ensemble methods 23 1.9.2.21.
ensembles of classifiers 23 6.18.50.
ensemble learning 23 6.21.11.
stacked generalization 23 6.21.33.41.
knowledge mining 22 2.7.1.12.46.
federated learning 22 6.1.7.1.11.
information mining 22 6.13.111.
web usage mining 22 6.21.73.
data mining 22 6.21.9.5.
web mining 22 6.21.9.5.33.
knowledge discovery in databases 22 6.22.8.1.
list of machine learning algorithms 21 1.2.5.594.
list of machine learning concepts 21 6.13.2.68.
outline of machine learning 21 6.21.33.
isabelle guyon 21 6.21.42.1.
machine learning algorithms 21 6.8.73.
artificial neural networks 20 1.10.2.57.
neural nets 20 2.7.1.53.
artificial neural network 20 6.13.2.
neural computing 20 6.13.2.12.17.
stochastic neural network 20 6.13.2.22.1.
ai software 20 6.13.6.1.1.
neural network model 20 6.14.3.9.
neural net 20 6.17.53.
neural network models 20 6.26.7.1.
cognitive system 20 6.5.13.23.
artificially intelligent 20 6.6.2.16.
receiver operating characteristic 19 1.10.2.3.28.
andrew ng 19 1.10.4.2.137.
roc curve 19 1.10.4.2.245.
machine thought 19 2.7.1.17.1.83.
artificial intelligence 19 6.
deep learning 19 6.13.
ai research 19 6.13.12.12.
michael i. jordan 19 6.13.17.17.
deep neural network 19 6.13.29.
deep neural networks 19 6.13.9.1.1.
ryszard s. michalski 19 6.18.20.
kernel embedding of distributions 19 6.21.33.264.
applications of deep learning 19 6.4.127.
ai safety 19 6.5.13.1.
tensor machine learning 18 6.21.43.
geoff webb 17 1.10.4.1.88.
deepmind 17 2.11.2.1.107.
reward function 17 6.1.5.5.
generative adversarial networks 17 6.1.6.5.
deepmind technologies 17 6.13.103.
reinforcement learning 17 6.13.2.21.
google deepmind 17 6.13.6.
generative adversarial network 17 6.21.16.
vasant honavar 17 6.21.33.92.
inverse reinforcement learning 17 6.5.13.8.2.
sub symbolic 16 6.124.
australian institute for machine learning 16 6.13.12.1.38.
symbolic artificial intelligence 16 6.13.15.
subsymbolic 16 6.14.6.3.
data stream mining 16 6.18.82.
variable selection 16 6.21.26.14.
feature selection 16 6.21.6.2.
autoai 16 6.21.6.5.
symbolic ai 16 6.45.
computational economics 15 1.6.18.
reward modeling 15 6.13.12.1.16.
convolutional neural network 15 6.13.2.6.
stochastic gradient descent 15 6.21.30.1.
adagrad 15 6.21.31.6.
ai alignment 15 6.5.13.1.1.
control problem 15 6.5.13.1.1.1.24.
reward hacking 15 6.5.13.1.1.1.5.
phi coefficient 14 1.2.7.34.
multi task learning 14 1.8.384.
google cloud platform 14 4.4.1.2.
support vector machines 14 5.4.1.45.
max pooling 14 6.13.2.6.30.
convolutional neural networks 14 6.13.20.
hyperparameter optimization 14 6.21.19.1.
matthews correlation coefficient 14 6.21.33.295.
Terms correlating to ‘machine learning’ exceed 100 (2460).
Results limited to top 100 weighted terms.

Originally Published 2021-11-04 02:39.00

Updated 2025-03-20 03:43:11 ET