Dave Bullock / eecue

Photographer Engineering Leader Nerd

Blog | tag data-privacy

The Evolution of Machine Learning: A Journey Through the Last 50 Years

NOTE: This post is part of my Machine Learning Series where I’m discussing how AI/ML works and how it has evolved over the last few decades.

Machine learning has become an integral part of our lives, powering applications from voice assistants to self-driving cars. However, the field has a rich history that spans over five decades, with foundational ideas that date back even further. In this blog post, we'll explore the key milestones and breakthroughs in the history of machine learning over the last 50 years and how they've shaped the field as we know it today.

Tuesday, May 2nd, 2023 - Read more...

Subscribe

Tags (Alpha)

activation-functions ai ai-ml album-names alexnet alphago anomaly-detection antennas apple apple-news apple-photos art-center-college-of-design artificial-intelligence attention-mechanisms autoencoders autonomous-vehicles autonomous-weapons backpropagation bert big-data black-hat-2007 blog-series blogging books california california-academy-of-sciences canon-r6-mark-ii canon-rf-2470mm-f-2-8-l-is-usm-lens caption-generation caves celebrity-detection chatgpt chemistry cnn cnns communication-with-interplanetary-spacecrafts computer-vision convolutional-layers convolutional-neural-networks crowdrise data-denoising data-extraction data-privacy decision-trees decoder deep-learning deep-space-network--dsn- denoising-autoencoders dimensionality-reduction disneyland drum--n--bass eecue embeddings encoder engineering-leader ensemble-learning ethical-dilemmas ethics face-detection facial-recognition family family-trips feature-extraction feedforward-neural-networks fireworks fnns food fully-connected-layers gans geeks general generative-models gofundme golden-gate-park goldstone-deep-space-communications-complex gpt gpt3 gpus gradient-descent gru gtd ham-radio hardware-accelerators health healthcare hidden-states history image-analysis image-classification image-generation image-keywords image-processing image-recognition imagenet innovation interplanetary-spacecrafts ios ipad iphone japan koreatown large-language-models latent-space layers led lemos-farm links llm locations los-angeles loss-functions lstm machine-learning messagepack military ml-keyword-detection ml-photo-scores mlps multilayer-perceptrons music nasa-jet-propulsion-laboratory--jpl- natural-language-processing navwar neural-networks neurons new-mexico nuclear object-detection openai osxphotos outdoors overfitting parallel-computing photo-management photo-sharing photography photos photos-app pirates politics pooling-layers pyrotechnics python radar-imaging recurrent-neural-networks reinforcement-learning rekognition reverse-engineering rnn rnns robotics robots san-bernardino-cave-and-technical-rescue-team san-francisco sar science security segmentation selfsupervised-learning sequential-data snarl space-communication space-exploration spawar speech-recognition sqlite support-vector-machines symbolic-ai tags-labeling technical-skills technology temporal-dependencies tensorflow the-vermont-on-wilshire time-series-forecasting tpus ujet vaes variational-autoencoders vision-transformers wag wired writing

Tags (Count)

photography los-angeles links general technology eecue politics security japan apple sar food music science black-hat-2007 california outdoors new-mexico nuclear caves machine-learning robots deep-learning drum--n--bass geeks neural-networks snarl ai computer-vision gpus gtd health natural-language-processing object-detection artificial-intelligence autoencoders backpropagation celebrity-detection chatgpt cnn facial-recognition feature-extraction fnns gradient-descent ham-radio imagenet osxphotos robotics sequential-data spawar sqlite tpus writing activation-functions ai-ml album-names alexnet alphago anomaly-detection antennas apple-news apple-photos art-center-college-of-design attention-mechanisms autonomous-vehicles autonomous-weapons bert big-data blog-series blogging books california-academy-of-sciences canon-r6-mark-ii canon-rf-2470mm-f-2-8-l-is-usm-lens caption-generation chemistry cnns communication-with-interplanetary-spacecrafts convolutional-layers convolutional-neural-networks crowdrise data-denoising data-extraction data-privacy decision-trees decoder deep-space-network--dsn- denoising-autoencoders dimensionality-reduction disneyland embeddings encoder engineering-leader ensemble-learning ethical-dilemmas ethics face-detection family family-trips feedforward-neural-networks fireworks fully-connected-layers gans generative-models gofundme golden-gate-park goldstone-deep-space-communications-complex gpt gpt3 gru hardware-accelerators healthcare hidden-states history image-analysis image-classification image-generation image-keywords image-processing image-recognition innovation interplanetary-spacecrafts ios ipad iphone koreatown large-language-models latent-space layers led lemos-farm llm locations loss-functions lstm messagepack military ml-keyword-detection ml-photo-scores mlps multilayer-perceptrons nasa-jet-propulsion-laboratory--jpl- navwar neurons openai overfitting parallel-computing photo-management photo-sharing photos photos-app pirates pooling-layers pyrotechnics python radar-imaging recurrent-neural-networks reinforcement-learning rekognition reverse-engineering rnn rnns san-bernardino-cave-and-technical-rescue-team san-francisco segmentation selfsupervised-learning space-communication space-exploration speech-recognition support-vector-machines symbolic-ai tags-labeling technical-skills temporal-dependencies tensorflow the-vermont-on-wilshire time-series-forecasting ujet vaes variational-autoencoders vision-transformers wag wired