100% free machine learning courses: – MIT 6.S191 Introduction to Deep Learning
– DS-GA 1008 Deep Learning
– UC Berkeley Full Stack Deep Learning
– UC Berkeley CS 182 Deep Learning
– Cornell Tech CS 5787 Applied Machine Learning Top-notch. Google them. Pick one. Finish it.
MACHINE LEARNING
-
Five Free Machine Learning Courses from Top Universities
By
–
-
Classification Accuracy: Addressing Imbalanced Classes and Overfitting
By
–
Key Issues Associated with Classification Accuracy: In this blog, we will unfold the key problems associated with classification accuracies, such as imbalanced classes, overfitting, and data bias, and proven ways to address those issues successfully. https://
kdnuggets.com/2023/03/key-is
sues-associated-classification-accuracy.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=key-issues-associated-with-classification-accuracy
… -
Energy Efficiency in AI Training and Inference
By
–
Yes, this did come up. When it comes to energy efficiency, in terms of training and inference, there is clearly no contest.
-
ChatGPT and GPT-4: Research Survey and Future of Language Models
By
–
Summary of ChatGPT/GPT-4 Research & Perspective Towards the Future of Large Language Models A comprehensive survey of ChatGPT, GPT-4, and their applications in various domains. Touches topics like large-scale pre-training, instruction fine-tuning, RLHF. https://
arxiv.org/abs/2304.01852 -
Research Retrospectives: Zoubin Ghahramani on AI Research Career
By
–
Watch the first episode of #ResearchRetrospectives, where @katherine1ee and @savvyRL interview @ZoubinGhahrama1
, VP of Google Research. Learn about his career background and insights on how to navigate the field of research ↓ https://
youtu.be/hBMXVh_UxRw -
Harold Cohen on Vision and Internal World Models
By
–
Harold Cohen on World Models: “The function of vision is to update the internal model of the world inside our head, but what we put on a piece of paper *is* the internal model.”
-
Three Computer Scientists Awarded Guggenheim Fellowships
By
–
Congrats to the three Guggenheim Fellows in Computer science: @AnimaAnandkumar
, Venkat Guruswami, and Ronitt Rubinfeld! All very well deserved. -
Vizio Transforms BI Platform with Databricks Lakehouse Solution
By
–
Before #Lakehouse, @Vizio leveraged a data warehouse to power their business. But as data grew, the solution became more of a burden than a benefit. Hear how they built a next-gen platform for BI, streaming & AI/ML with Databricks – at 30+% lower cost https://
bit.ly/3Mn1SSd -
HyperBO: Customizable Bayesian Optimization with Gaussian Processes
By
–
Hyper Bayesian optimization (HyperBO) is a highly customizable interface that pre-trains a Gaussian process model and automatically defines model parameters, making Bayesian optimization easier to use while outperforming traditional methods. Learn more → https://t.co/Tf9kSBCiNO pic.twitter.com/AySrqQtCDG
— Google AI (@GoogleAI) 6 avril 2023Hyper Bayesian optimization (HyperBO) is a highly customizable interface that pre-trains a Gaussian process model and automatically defines model parameters, making Bayesian optimization easier to use while outperforming traditional methods. Learn more → https://
goo.gle/3GnMYHG -
Prompt Engineering Guide and ML Papers Trending on GitHub
By
–
GitHub Trending is one of the best places to learn what's trending in AI. Both our Prompt Engineering Guide & ML Papers of the Week are trending today! We are excited to continue with our efforts to make ML more accessible. https://
github.com/dair-ai/Prompt
-Engineering-Guide
… https://
github.com/dair-ai/ML-Pap
ers-of-the-Week
…