What is DeepFM 深度调频?

科技生活旅行多让自己思考特征数据算法留给机器学习欢迎收听DeepFM 深度调频绚烂世界聊给你听

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DeepFM 深度调频

Q: What is DeepFM 深度调频?

科技 生活 旅行 多让自己思考 特征 数据 算法 留给机器学习 欢迎收听DeepFM 深度调频 绚烂世界 聊给你听

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by DeepFM_小Y

22 episodes

Updated Bi-weekly

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科技生活旅行多让自己思考特征数据算法留给机器学习 欢迎收听DeepFM 深度调频绚烂世界聊给你听

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Publishing Since

12/19/2020

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Recent Episodes

March 10, 2025

Vol.19 AI历史回顾类节目之OpenAI12天发布会拉片

[上半期节目](https://www.xiaoyuzhoufm.com/episode/67ad6e322b6a6452657f1f63)在让子弹飞等我这期剪辑完成，已然成为了AI历史回顾类节目25年年初AI产业界风起云涌，后起之秀喧嚣尘上，agent应用层的结构也逐渐清晰。再来听24年底OpenAI的连续12天发布会已如昨日黄花<hr style="border:0px;margin:20px 0px;background:#ddd;display:inline-block;width:100%;border-style:solid;height:1px;"> DAY 1: release o1 & chatGPT ProDAY 2: Reinforcement Fine-TuningDAY3: SoraDAY4: Canvas ChatGPT版的DAY5: ChatGPT in apple intelligenceDAY6: Advanced voice with video 更自然流畅的语音模型DAY7: Projects in ChatGPTDAY8: ChatGPT searchDAY9: for Developer 开放 o1 模型，时效性优化，Go 和 java 的 sdkDAY10: 1-800-CHATGPT 怎么说呢电信诈骗完美方案演练？DAY11: ChatGPT to integrate and function seamlessly across multiple applicationsDAY12: o3 and o3-mini<hr style="border:0px;margin:20px 0px;background:#ddd;display:inline-block;width:100%;border-style:solid;height:1px;"> 模型：o1, o3, advanced voice with video, RLFT, SoraChatGPT: Pro, Canvas, iphone, projects, search, phone call, work with appsDeveloper: o1, RT-API, FT, GO & Java SDK

May 23, 2024

Vol.18 所谓人生的价值聊聊Lifetime Value feats.詹同学&妙妙

Lifetime Value - By Suno.aiCounting dollars Adding cents Talking numbers and percentages Lifetime value The golden thread Calculating all we've ever said<hr style="border:0px;margin:20px 0px;background:#ddd;display:inline-block;width:100%;border-style:solid;height:1px;"> 加入Booking以后一直在做的领域LTV，用户生命周期可以带来的商业价值，在data driven的财务决策，PPC，甚至AB testing都有应用。 没想到这么一个主题居然聊了一个多小时哈哈哈哈�<hr style="border:0px;margin:20px 0px;background:#ddd;display:inline-block;width:100%;border-style:solid;height:1px;"> Topics* 简单介绍 LTV    * LTV 的定义    * LTV 在股票估值市场的应用：资本收益率 vs CAC（customer acquisition cost）/ LTV* 如何评价一套 LTV 体系* LTV 项目背景    * 启动 LTV 项目的条件        * 数据条件        * 收入是否可以划分到用户    * user 的 LT 和 Value 在不同场景存在不同定义* LTV预估模型：LTV 预估方法演进    * 算法数据，有效特征，模型评价等    * LTV 365 时间比较长，真实值要一年后才产生，如有市场变化怎么办，比如疫情* LTV 的实际业务应用和效果，基于 LTV 指标体系有什么用户洞察* 未来可能的方向* 其他    * 神经网络还在用 tf estimator 那套东西吗？有什么变化？    * 如何看待适用机器学习模型与神经网络模型的应用场景        * 分别适用什么样的场合？数据量是个很大的瓶颈吗？        * 针对一个陌生任务（没有标准 DNN 网络结构的情况下），如何从零开始搭建网络？

November 11, 2023

Vol.17 AI春晚！浪潮之巅！

和詹同学一起回顾了OpenAI首次Dev Day，简直是一次里程碑式的发布了！OpenAI完整的呈现了它的野心和路径：chatbot -> AI Agent -> AGI，并且坚定的产品化的不断实践在竞争对手还在做chatbot的show cases时，OpenAI已经完整展开了两个生态：一个是ChatGPT+GPTs，以chat为核心交互的全新体验；一个是以Assistants API为核心的能融入现有任何产品形态做AI+的模式 目前GPTs及GPT Builder都已对订阅用户开放，来体验下我做的小东西吧：https://chat.openai.com/g/g-O8VXL4opJ-emoji-sparkles OpenAI开发者大会 DevDay 2023 直播视频（中英文精校）】 <a style="color:#4990E2;text-decoration:none;">https://www.bilibili.com/video/BV15e411X75q/?share_source=copy_web&vd_source=1dc1940899d23c495584b2398c77593a</a> 00:49 OpenAI 2023回顾<blockquote style="font-size:14px;margin:10px 0px;color:rgb(102, 102, 102);border-left:5px solid rgb(232, 232, 232);padding-left:15px;">2022.11 GPT-32023.03 ChatGPT; Whisper; plugins2023.04 GPT-42023.05 ChatGPT app for iOS2023.06 Function calling2023.07 Custom instructions for ChatGPT2023.08 GPT-3.5 Turbo fine-tuning2023.10 多模态：语音，图片，DALL-E3ChatGPT Enterprise2M Developers， 92% HVC，1亿WAUHow people use the product, how people use AI</blockquote>26:27 GPT-4 Turbo<blockquote style="font-size:14px;margin:10px 0px;color:rgb(102, 102, 102);border-left:5px solid rgb(232, 232, 232);padding-left:15px;">context length to 128k: 16X comparing to GPT-4. 300 pagesmore control: JSON Mode; call multi-functions at once; reproducible output using seedbetter world knowledge: up to 2023.04new modalities API: DALL-E3, GPT-4 Turbo with vision, TTS, Whisper V3Customization, Custom Models: fine-tuning for long context GPT-3.5 and GPT-4Higher rate limits: 2x tokens per minuteCopyright ShieldPrice: 3x less for Input tokens(1 cent for 1000 input tokens) and 2x less for output tokens(3 cent for 1000 output tokens); lower cost for GPT-3.5 and fine-tuning as wellPartnership with MicrosoftAzure: Infrastructure buildingMissionSafety</blockquote>50:19 ChatGPT<blockquote style="font-size:14px;margin:10px 0px;color:rgb(102, 102, 102);border-left:5px solid rgb(232, 232, 232);padding-left:15px;">Now using GPT-4 TurboAll in one 可以使用现有tools ChatGPT会自己选择使用什么tools → AI AgentTell AI what you need and it’ll do all of these tasks for you.GPTs: 针对特定用途定制的ChatGPT三个最重要的自定义组件: instructions; expanded knowledge; actions在执行操作和数据交互时的用户确认三个主要场景: private; public; businessGPT Builder: 使用NLP构建GPTsGPT Store: for public GPTsRevenue sharing 头部GPTs</blockquote>62:13 Assistants API (API version AI Agent)<blockquote style="font-size:14px;margin:10px 0px;color:rgb(102, 102, 102);border-left:5px solid rgb(232, 232, 232);padding-left:15px;">Threading: 对话历史记录Retrieval: expended knowledgeActionsCode interpreter: If there’s no proper toolsFunction callingPlaygroundNameInstructionModelToolsThreads and Messages: keep adding messages into a thread</blockquote>67:27 谈谈感受与未来<blockquote style="font-size:14px;margin:10px 0px;color:rgb(102, 102, 102);border-left:5px solid rgb(232, 232, 232);padding-left:15px;">两个生态：ChatGPT+GPTs & Assistants APIbenchmarkAI颠覆娱乐业</blockquote>

22 total episodes available

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What is DeepFM 深度调频?: 科技生活旅行多让自己思考特征数据算法留给机器学习 欢迎收听DeepFM 深度调频绚烂世界聊给你听
How often does this podcast release new episodes?: This podcast updates bi-weekly.
Where can I listen to this podcast?: This podcast is available on 7 platforms including Apple Podcasts, Spotify, and more. You can also use the RSS feed directly.
Does this podcast accept guests?: Yes, this podcast regularly features guests.

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