software consultant, deep learning, machine learning, docker, voip, asterisk, kamailio, linux, network
New install: Download any .iso file from: ( for debian 12) https://www.debian.org/releases/bookworm/debian-installer/ Cp to usb stick https://www.debian.org/releases/bookworm/amd64/ch04s03.en.html # cp debian.iso /dev/sdX # sync Insert usb to PC to boot and…
Boosting and bagging are both ensemble learning techniques in machine learning that aim to improve the performance of individual models by combining the predictions of multiple base models. They work…
why entropy is defined as H(X)=−∑p(x)log(p(x)) Entropy, as defined by the formula H(X) = -∑p(x)log(p(x)), might seem complex at first, but it has a deep and intuitive connection to information…
LLM compare https://wallstreetcn.com/articles/3691723 https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard How to run LLM, stable deffusion on CPU https://brezular.com/2023/04/21/running-large-language-models-on-cpu/ How to run stable diffusion using CPU on colab https://colab.research.google.com/drive/12mWvy2AjF8dLndELhr7bShce87yKEHow?usp=sharing#scrollTo=cyEoc6Whm_UL Robocat https://www.deepmind.com/blog/robocat-a-self-improving-robotic-agent https://www.deepmind.com/blog/a-generalist-agent
Working Backwards ( insights, stories and secrets from inside Amazon ) by: Colin bryar and bill carr. https://www.amazon.com/Working-Backwards-Insights-Stories-Secrets/dp/1250267595 It provided very good insights how amazon works (1) Bar Raiser for…
The book “The leader habit” provide some good insight how to become a leader. Some good points: Delegate well : person’s skill, his interests, and identify what needs to be…
google SRE book notes: https://sre.google/sre-book/table-of-contents/ Risk measure aggregate availabilty = successful requests/total requests ( instead of uptime/downtime) release: Branching All code is checked into the main branch of the source…
How to Publish a kafka msg Kafka from programmer point of view is: just topic, key, value , headers https://kafka-python.readthedocs.io/en/master/apidoc/KafkaProducer.html send(topic, value=None, key=None, headers=None, partition=None, timestamp_ms=None) Publish a message to…
Kale – Aims at simplifying the Data Science experience of deploying Kubeflow Pipelines workflows. Flyte – Easy to create concurrent, scalable, and maintainable workflows for machine learning. MLRun – Generic…
https://zapier.com/blog/online-course-platforms/ https://www.thinkific.com/ Youtube?