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| Stanford_ECON295-CS323_I_2024_I_The_Age_of_AI,_Eric_Schmidt | |
| ------------------------------------------------------------------- | |
| today's guest really does need an introduction. | |
| I think I first met Eric about 25 years ago when he came to Stanford Business School as CEO of Novell. | |
| He's had done a few things since then at Google starting I think 2001 and Schmidt Futures starting in 2017 and done a whole bunch of other things you can read about, but he can only be here until 5/15, so I thought we'd dive right into some questions, and I know you guys have sent some as well. | |
| I have a bunch written here, but what we just talked about upstairs was even more interesting, so I'm just going to start with that, Eric, if that's okay, which is where do you see AI going in the short term, which I think you defined as the next year or two? | |
| Things have changed so fast, I feel like every six months I need to sort of give a new speech on what's going to happen. | |
| Can anybody hear the computer, the budget computer science enginee |
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| { | |
| "Advanced_Risk_Management_Techniques": { | |
| "Cross-Validation_and_Backtesting": { | |
| "Ensures_Data_Integrity_and_Prevents_Overfitting": "Cross-validation divides data into subsets to validate model performance, while backtesting tests strategies on historical data to ensure robustness." | |
| }, | |
| "Dynamic_Hedging_and_Adaptation": { | |
| "Adjusts_Positions_Continuously_for_Desired_Risk_Levels_Enhancing_Adaptability": "Dynamic hedging involves continuously adjusting positions to manage risk effectively." | |
| }, | |
| "Ensemble_Methods": { | |
| "Bagging_Boosting_Stacking_to_Improve_Robustness_and_Reduce_Overfitting": "Ensemble methods combine multiple models to enhance prediction accuracy and robustness." |
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| import os | |
| import logging | |
| from pathlib import Path | |
| from collections import deque | |
| from random import sample | |
| import time | |
| import numpy as np | |
| import pandas as pd |
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| import logging | |
| from python_bitvavo_api.bitvavo import Bitvavo | |
| import torch | |
| from torch.utils.data import Dataset | |
| from pathlib import Path | |
| import copy | |
| import gymnasium as gym | |
| import numpy as np | |
| import pandas as pd |
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| # This template provides the ability to easily publish Helm charts. | |
| .helm-publish: &helm-publish | |
| stage: deploy | |
| image: | |
| name: alpine/helm | |
| entrypoint: [""] | |
| variables: | |
| # Path in the repo that the helm chart is located |
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| # This template provides the ability to build and push Docker images. It uses | |
| # a tool called Kaniko, which runs in rootless and without a Docker daemon. | |
| # | |
| # It automatically uses and pushes build caches back into the registry, | |
| # allowing future builds to be performed more quickly (assuming your Dockerfile | |
| # leverages build caches appropriately). | |
| # | |
| # By default, this template pushes images back into GitLab, but can be modified | |
| # to push images to any other registry. If ECR is to be used, additional setup | |
| # will be required, which is documented on the Kaniko website. |
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| // ==UserScript== | |
| // @name Octopus Helpers | |
| // @namespace http://blog.spinthemoose.com/ | |
| // @version 0.2 | |
| // @description Adds some useful capabilities to the Octopus Deploy UI. | |
| // @author David Alpert | |
| // @require http://ajax.googleapis.com/ajax/libs/jquery/1.7.2/jquery.min.js | |
| // @require https://gist.github.com/raw/2625891/waitForKeyElements.js | |
| // @match http://172.30.100.100/app* | |
| // @grant none |
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| // A native Javascript snippet to display or emphesize the AWS account name in the AWS Console. | |
| // Usage: Runs in your favourite user js browser add-on. | |
| // E.g. 'User JavaScript and CSS' add-on for Chrome/Chromium. | |
| function promoteAccountName() { | |
| if(window.location.href.indexOf("console.aws.amazon.com") > -1) { | |
| // Element containing the account name. | |
| var x = document.getElementById("awsc-login-display-name-account").textContent; | |
| // Elements with text content to manipulate. | |
| var y = document.querySelector("a#nav-usernameMenu div.nav-elt-label"); | |
| var z = document.querySelector("head > title"); |
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| $(function() { | |
| // console.log( "ready!" ); | |
| if ($('div.place-visit-title:contains("abc")').length > 0) { | |
| console.log( 'information: '+ $('div.place-visit-title:contains("abc")').text() + '|'+ $("span.segment-duration-part").text()); | |
| } | |
| if ($('span.segment-duration-part').parent('div.place-visit-title:contains("abc")')) { | |
| console.log( ''+$("span.segment-duration-part").parent('div.place-visit-title:contains("abc")').text()); | |
| } | |
| }); |