Machine Learning Algorithms in Depth.pdf
26.6 MB
📘 #Machine_Learning Algorithms in Depth
Machine Learning Algorithms in Depth examines and explains dozens of algorithms used in a variety of fields, including finance, computer vision, and NLP. Each algorithm is described mathematically, followed by a practical implementation in #Python, accompanied by in-depth code annotations and informative graphs. You will especially appreciate author Vadim Smolyakov's clear interpretations of Bayesian algorithms for Monte Carlo and Markov models.
#کتاب
🆔 @Ai_Tv
Machine Learning Algorithms in Depth examines and explains dozens of algorithms used in a variety of fields, including finance, computer vision, and NLP. Each algorithm is described mathematically, followed by a practical implementation in #Python, accompanied by in-depth code annotations and informative graphs. You will especially appreciate author Vadim Smolyakov's clear interpretations of Bayesian algorithms for Monte Carlo and Markov models.
#کتاب
🆔 @Ai_Tv
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This #Python tool looks super useful to crawl websites and convert data into LLM-ready markdown or structured data.
I find myself doing this a lot and most of the time it is a tedious effort. Great to see a service that does data extraction catered for LLM-based pipelines.
https://github.com/mendableai/firecrawl
#AI #LLM #ML
🆔 @Ai_Tv
I find myself doing this a lot and most of the time it is a tedious effort. Great to see a service that does data extraction catered for LLM-based pipelines.
https://github.com/mendableai/firecrawl
#AI #LLM #ML
🆔 @Ai_Tv
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50+ #DataAnalytics Projects with #Python (solved & explained). Includes projects like:
Market and Financial Analysis:
1. Stock Market Portfolio Optimization
2. Price Optimization
Research Analytics:
1. Electric Vehicles Market Size Analysis
2. Impact of Inflation Analysis
Social Media & Entertainment Analysis:
1. YouTube Data Collection & Analysis
2. Ads CTR Analysis and Forecasting
and many more...
https://bit.ly/data-analytics-guided-projects
#علم_داده
🆔 @Ai_Tv
Market and Financial Analysis:
1. Stock Market Portfolio Optimization
2. Price Optimization
Research Analytics:
1. Electric Vehicles Market Size Analysis
2. Impact of Inflation Analysis
Social Media & Entertainment Analysis:
1. YouTube Data Collection & Analysis
2. Ads CTR Analysis and Forecasting
and many more...
https://bit.ly/data-analytics-guided-projects
#علم_داده
🆔 @Ai_Tv
👍3❤2👏2
18 Best Data Science Podcasts
#python #datascience #machinelearning #deeplearning #artificialintelligence #programming
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
#python #datascience #machinelearning #deeplearning #artificialintelligence #programming
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
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Opensource Pytorch Library to build optimized LLM task pipelines for RAG and AI Agents.
Works with Claude Sonnet 3.5, GPT-4o, local Llama 3.2 using Ollama.
https://github.com/SylphAI-Inc/AdalFlow
#python #datascience #machinelearning #deeplearning #artificialintelligence #programming
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
Works with Claude Sonnet 3.5, GPT-4o, local Llama 3.2 using Ollama.
https://github.com/SylphAI-Inc/AdalFlow
#python #datascience #machinelearning #deeplearning #artificialintelligence #programming
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
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Turn any LLM into an AI Agent with memory, knowledge, tools and reasoning in just 15 lines of Python Code.
100% opensource framework to build, ship and monitor AI Agents.
#python #machinelearning #deeplearning #artificialintelligence
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
100% opensource framework to build, ship and monitor AI Agents.
#python #machinelearning #deeplearning #artificialintelligence
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
👍5❤1
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اگه میخواهید یک code interpreter یا دستیار برای کد نویسی داشته باشید Qwen-2.5-Coder 1.5B خیلی خوبه. کاملا آفلاین/لوکال و توی خود browser، سریع، و دقتش هم خیلی خوب هست.
Github: https://github.com/cfahlgren1/qwen-2.5-code-interpreter
#python #machinelearning #deeplearning #artificialintelligence
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
Github: https://github.com/cfahlgren1/qwen-2.5-code-interpreter
#python #machinelearning #deeplearning #artificialintelligence
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
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👩💻 LLMCompiler — Python framework for optimizing parallel function calls using large language models (LLMs) such as GPT and LLaMA
🌟 This framework allows you to automatically identify tasks that can be executed in parallel, reducing delays and costs. This tool is useful for speeding up and improving accuracy of complex LLM tasks
▪️Github
#artificialintelligence #python
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
🌟 This framework allows you to automatically identify tasks that can be executed in parallel, reducing delays and costs. This tool is useful for speeding up and improving accuracy of complex LLM tasks
▪️Github
#artificialintelligence #python
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
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؛Nomic هوش مصنوعی AI GPT4All 3.0 را راه اندازی کرد، آخرین نسخه برنامه دسکتاپ محلی LLM منبع باز.
نسخه جدید اپلیکیشن دسکتاپ از هزاران مدل منبع باز پشتیبانی می کند که می توانید آن ها را در تمام سیستم عامل های اصلی، کاملا محلی و خصوصی اجرا کنید.
#artificialintelligence #python
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
نسخه جدید اپلیکیشن دسکتاپ از هزاران مدل منبع باز پشتیبانی می کند که می توانید آن ها را در تمام سیستم عامل های اصلی، کاملا محلی و خصوصی اجرا کنید.
#artificialintelligence #python
#AI #LLM #ML #Machine_Learning
🆔 @Ai_Tv
؛PyGWalker: با استفاده از این کتابخانه پایتون دیتافریم pandas را به یک رابط کاربری تعاملی برای تجزیه و تحلیل بصری تبدیل کنید
فقط کافیه داده ها رو بهش بدید
https://github.com/Kanaries/pygwalker
#python #Data_Science #ML #Machine_Learning
🆔 @Ai_Tv
فقط کافیه داده ها رو بهش بدید
https://github.com/Kanaries/pygwalker
#python #Data_Science #ML #Machine_Learning
🆔 @Ai_Tv
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حالت صوتی پیشرفته مبتنی بر Llama 3 محلی مانند حالت صوتی OpenAI ChatGPT.
رایگان و اپن سورس
https://github.com/homebrewltd/ichigo
#python #Data_Science #ML #Machine_Learning
🆔 @Ai_Tv
رایگان و اپن سورس
https://github.com/homebrewltd/ichigo
#python #Data_Science #ML #Machine_Learning
🆔 @Ai_Tv
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"Free and open-source database diagrams editor, visualize and design your DB with a single query."
https://github.com/chartdb/chartdb
#python #Data_Science #ML #Machine_Learning
🆔 @Ai_Tv
https://github.com/chartdb/chartdb
#python #Data_Science #ML #Machine_Learning
🆔 @Ai_Tv
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A comprehensive educational repository from AnthropicAI containing 5 structured courses: API fundamentals, prompt engineering, real-world applications, evaluations, and tool integration with Claude APIs.
https://github.com/anthropics/courses
#python #Data_Science #ML #Machine_Learning
🆔 @Ai_Tv
https://github.com/anthropics/courses
#python #Data_Science #ML #Machine_Learning
🆔 @Ai_Tv
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"Rapidly build AI apps in #Python"
https://github.com/google/mesop
#هوش_مصنوعی #Artificial_Intelligence #ML #Machine_Learning
🆔 @Ai_Tv
https://github.com/google/mesop
#هوش_مصنوعی #Artificial_Intelligence #ML #Machine_Learning
🆔 @Ai_Tv
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با این پروژه ها مهارتتون رو در حوزه #هوش_مصنوعی و #یادگیری_ماشین تقویت کنید.
20 پروژه پیشرفته هوش مصنوعی و ML با #Python که بهتره آنها را امتحان کنید!
https://thecleverprogrammer.com/2024/11/08/20-advanced-ai-ml-projects-with-python/
#هوش_مصنوعی #Artificial_Intelligence #ML #Machine_Learning
🆔 @Ai_Tv
20 پروژه پیشرفته هوش مصنوعی و ML با #Python که بهتره آنها را امتحان کنید!
https://thecleverprogrammer.com/2024/11/08/20-advanced-ai-ml-projects-with-python/
#هوش_مصنوعی #Artificial_Intelligence #ML #Machine_Learning
🆔 @Ai_Tv
AmanXai by Aman Kharwal
20 Advanced AI & ML Projects with Python | Aman Kharwal
In this article, I'll take you through a list of 20 advanced AI & ML projects with Python you should try. Advanced AI & ML Projects.
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Improve your #DataVisualization skills using #Python, #Tableau, and #Power BI.
Here are 3 challenging datasets you should try to improve your visualization skills!
https://thecleverprogrammer.com/2024/06/27/datasets-to-practice-data-visualization
#علم_داده
🆔 @Ai_Tv
Here are 3 challenging datasets you should try to improve your visualization skills!
https://thecleverprogrammer.com/2024/06/27/datasets-to-practice-data-visualization
#علم_داده
🆔 @Ai_Tv
AmanXai by Aman Kharwal
Datasets to Practice Data Visualization | Aman Kharwal
In this article, I'll take you through 3 datasets to practice data visualization. Datasets to Practice Data Visualization.
OmAgent
#python library for building multimodal language agents
https://github.com/om-ai-lab/OmAgent
#هوش_مصنوعی #LLM
🆔 @Ai_Tv
#python library for building multimodal language agents
https://github.com/om-ai-lab/OmAgent
#هوش_مصنوعی #LLM
🆔 @Ai_Tv
#python
#هوش_مصنوعی #یودمی #پایتون
#Udemy #Free_course
🆔 @Ai_Tv
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In short: Parlant turns conversational design into system behaviour for AI Agents and it’s 100% Opensource.
🆔 @Ai_Tv
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AI superpowers for every data analyst and data scientist
Deepnote is the AI workspace for data professionals, designed to simplify data exploration, accelerate analysis, and quickly deliver actionable insights for you and your team
Combine data, #SQL or #Python code, and visualizations side-by-side on a flexible canvas - enhanced with cutting-edge AI reasoning models.
#علم_داده #DataScience
🆔 @Ai_Tv
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