{"id":6515,"date":"2025-10-26T11:35:38","date_gmt":"2025-10-26T11:35:38","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6515"},"modified":"2025-10-26T11:35:38","modified_gmt":"2025-10-26T11:35:38","slug":"deepanalyze%ef%bc%9a%e8%ae%a9ai%e6%88%90%e4%b8%ba%e4%bd%a0%e7%9a%84%e4%b8%93%e5%b1%9e%e6%95%b0%e6%8d%ae%e7%a7%91%e5%ad%a6%e5%ae%b6%ef%bc%81%e5%bc%80%e6%ba%90%e9%a1%b9%e7%9b%ae%e6%b7%b1%e5%ba%a6-2","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/de\/archives\/6515","title":{"rendered":"DeepAnalyze: Lassen Sie AI zu Ihrem exklusiven Datenwissenschaftler werden! Eingehende Analyse von Open-Source-Projekten"},"content":{"rendered":"<p>In dieser \u00c4ra der Datenexplosion ist die Datenanalyse zum Kernst\u00fcck der unternehmerischen Entscheidungsfindung geworden. Der Mangel an Datenwissenschaftlern, hohe Arbeitskosten und die Lernschwelle herk\u00f6mmlicher Datenanalysetools haben jedoch viele Unternehmen abgeschreckt. Heute m\u00f6chte ich Ihnen eine L\u00f6sung vorstellen<strong>Revolution\u00e4res Open-Source-Projekt<\/strong>--DeepAnalyze, das es einfach macht, eine<strong>AI Data Scientist online 24\/7<\/strong>!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4ec0\u4e48\u662fdeepanalyze\">Was ist DeepAnalyze?<\/h2>\n\n\n\n<p>DeepAnalyze ist<strong>Das erste agentenbasierte gro\u00dfe Sprachmodell f\u00fcr autonome Datenwissenschaft<\/strong>(Agentic LLM), das gemeinsam von einem Team der Renmin University of China und der Tsinghua University entwickelt wurde. Er f\u00fchrt nicht nur traditionelle Datenanalyseaufgaben durch, sondern fungiert auch als menschlicher Datenwissenschaftler<strong>Autonome Planung und Optimierung<\/strong>Echte \"End-to-End\"-Automatisierung des gesamten Data-Science-Prozesses, von den Rohdaten bis zu den Forschungsberichten auf Analystenebene.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/502958904-04184975-7ee7-4ae0-8761-7a7550c5c8fe.mp4\"><\/video><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\ud83d\udca1 <strong>Wichtige Durchbr\u00fcche<\/strong>DeepAnalyze-8B (nur 8B-Parameter) \u00fcbertrifft kommerzielle gro\u00dfe Modelle wie GPT-4o-mini in mehreren Benchmarks und ist das erste Modell, das die<strong>Offene Datenforschung<\/strong>Das Open-Source-Modell.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-deepanalyze\u7684\u4e94\u5927\u6838\u5fc3\u80fd\u529b\">Die f\u00fcnf Kernf\u00e4higkeiten von DeepAnalyze<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-\u7aef\u5230\u7aef\u6570\u636e\u79d1\u5b66\u7ba1\u9053\">1\ufe0f\u20e3 End-to-End-Pipeline f\u00fcr Datenwissenschaft<\/h3>\n\n\n\n<p>DeepAnalyze automatisiert den gesamten Data-Science-Prozess:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Vorbereitung der Daten<\/strong>Automatischer Umgang mit fehlenden Werten, Deduplizierung, Formatkonvertierung<\/li>\n\n\n\n<li><strong>Datenanalyse<\/strong>Berechnung von statistischen Indikatoren, Identifizierung von Datenmustern<\/li>\n\n\n\n<li><strong>Datenmodellierung<\/strong>Erstellung von Prognosemodellen und Bewertung der Leistung<\/li>\n\n\n\n<li><strong>Visualisierung der Daten<\/strong>Erstellen Sie professionelle Diagramme und Visualisierungsberichte.<\/li>\n\n\n\n<li><strong>Erstellung von Berichten<\/strong>Ausgabe professioneller Berichte auf Analystenebene<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-14.png\" alt=\"\" class=\"wp-image-2440\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-\u5f00\u653e\u5f0f\u6570\u636e\u7814\u7a76\">2\ufe0f\u20e3 Offene Datenforschung<\/h3>\n\n\n\n<p>Im Gegensatz zu herk\u00f6mmlichen Tools ist DeepAnalyze nicht auf vordefinierte Prozesse beschr\u00e4nkt, sondern kann:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>selbstgesteuertes Erkunden<\/strong>Datenquellen, die wie ein menschlicher Datenwissenschaftler \"denken\"<\/li>\n\n\n\n<li><strong>flexible Antwort<\/strong>Mehrere Datenformate: CSV, Excel, JSON, Datenbank, Markdown, usw.<\/li>\n\n\n\n<li><strong>tief verwurzelt<\/strong>Die Geschichte hinter den Daten, die wirklich aufschlussreiche Analysen liefert<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Nach dem Hochladen mehrerer Datendateien analysiert DeepAnalyze automatisch die Einschreibungsmuster von Studenten und die institutionellen Transfernetzwerke und erstellt ausf\u00fchrliche Forschungsberichte mit professionellen Grafiken und Diagrammen.<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-17.png\" alt=\"\" class=\"wp-image-2443\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u7684\u81ea\u4e3b\u6027\">3\ufe0f\u20e3 Autonomie ohne menschliches Eingreifen<\/h3>\n\n\n\n<p>Die wichtigsten Funktionen von DeepAnalyze sind<strong>Autonome Planung und Optimierung<\/strong>F\u00e4higkeit:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>wird sie zun\u00e4chst<strong>planen (wie man etw. tut)<\/strong>Analyse der Pfade<\/li>\n\n\n\n<li>daraufhin<strong>proaktive Erkundung<\/strong>Zahlen<\/li>\n\n\n\n<li>der Reihe nach<strong>Verst\u00e4ndnisse<\/strong>Datenstruktur<\/li>\n\n\n\n<li>vollziehen<strong>Datenaufbereitung und -analyse<\/strong><\/li>\n\n\n\n<li>eventuell<strong>Erstellen Sie professionelle Berichte<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Der gesamte Prozess erfordert keinen vordefinierten Arbeitsablauf und denkt wie ein Mensch, ist aber effizienter und genauer als ein Mensch!<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-16.png\" alt=\"\" class=\"wp-image-2442\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-\u591a\u6570\u636e\u6e90\u652f\u6301\">4\ufe0f\u20e3 Unterst\u00fctzung mehrerer Datenquellen<\/h3>\n\n\n\n<p>DeepAnalyze kann eine breite Palette von Datenformaten verarbeiten:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud83d\udcca <strong>Strukturierte Daten<\/strong>CSV, Excel, Datenbank<\/li>\n\n\n\n<li>\ud83d\udce6 <strong>semistrukturierte Daten<\/strong>JSON, XML, YAML<\/li>\n\n\n\n<li>\ud83d\udcdd <strong>Unstrukturierte Daten<\/strong>TXT, Markdown<\/li>\n<\/ul>\n\n\n\n<p>Ganz gleich, in welchem Format Ihre Daten vorliegen, DeepAnalyze \"versteht\" sie und analysiert sie eingehend.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-18.png\" alt=\"\" class=\"wp-image-2444\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-\u5b8c\u5168\u5f00\u6e90\">5\ufe0f\u20e3 Vollst\u00e4ndig quelloffen<\/h3>\n\n\n\n<p>Die gr\u00f6\u00dften St\u00e4rken von DeepAnalyze sind<strong>Vollst\u00e4ndig quelloffen<\/strong>::<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Modellgewichte Open Source<\/li>\n\n\n\n<li>Der Code ist v\u00f6llig offen<\/li>\n\n\n\n<li>Trainingsdaten sind \u00f6ffentlich zug\u00e4nglich<\/li>\n\n\n\n<li>Einsatztutorials im Detail<\/li>\n<\/ul>\n\n\n\n<p>Sie m\u00fcssen sich nicht auf Closed-Source-APIs verlassen, um Ihren eigenen Data-Science-Assistenten zu haben!<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-19.png\" alt=\"\" class=\"wp-image-2445\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-deepanalyze\u5982\u4f55\u5de5\u4f5c-\u6280\u672f\u89e3\u6790\">Wie funktioniert DeepAnalyze? Technische Analyse<\/h2>\n\n\n\n<p>Die Innovation von DeepAnalyze ist seine<strong>Lehrplanbasierte Agentenschulung<\/strong>(Curriculum-basiertes Agententraining) und<strong>Datengesteuerte Flugbahnsynthese<\/strong>Technologie:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4e94\u79cd\u6838\u5fc3\u4ea4\u4e92\u52a8\u4f5c\">\ud83e\udde0 F\u00fcnf zentrale Interaktionsma\u00dfnahmen<\/h3>\n\n\n\n<p>DeepAnalyze arbeitet selbstst\u00e4ndig mit f\u00fcnf speziellen Aktions-Tags:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>Analysieren\u27e9<\/code>Analyse und Planung<\/li>\n\n\n\n<li><code>Verstehen\u27e9<\/code>Verstehen von Datenstrukturen<\/li>\n\n\n\n<li><code>\u27e8Code\u27e9<\/code>Generierung von Datenanalysecode<\/li>\n\n\n\n<li><code>Ausf\u00fchren\u27e9<\/code>Ausf\u00fchren des Codes und Abrufen des Ergebnisses<\/li>\n\n\n\n<li><code>\u27e8Antwort\u27e9<\/code>Abschlussbericht generieren<\/li>\n<\/ul>\n\n\n\n<p>Diese Aktionen erm\u00f6glichen es DeepAnalyze, sich wie ein Mensch zu verhalten<strong>Denken-Handeln-Feedback<\/strong>, die kontinuierliche Optimierung des Analyseprozesses.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-22.png\" alt=\"\" class=\"wp-image-2448\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u8bfe\u7a0b\u5f0f\u8bad\u7ec3\u65b9\u6cd5\">\ud83d\udcda Kursbasierte Ausbildungsmethoden<\/h3>\n\n\n\n<p>DeepAnalyze verwendet eine \"einfache bis komplexe\" Trainingsstrategie:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Feinabstimmung der Einzelkapazit\u00e4ten<\/strong>Grundlegende Kompetenzen zuerst erwerben (z. B. Datenverst\u00e4ndnis, Codegenerierung)<\/li>\n\n\n\n<li><strong>Ausbildung von Multi-Kompetenz-Agenten<\/strong>Lernen, mehrere Kompetenzen zu kombinieren, um komplexe Probleme zu l\u00f6sen<\/li>\n\n\n\n<li><strong>Verbesserte Lernoptimierung<\/strong>: Kontinuierliche Verbesserung der Entscheidungsfindung in realen Umgebungen<\/li>\n<\/ol>\n\n\n\n<p>Diese Trainingsmethode l\u00f6st das Problem der \"sp\u00e4rlichen Belohnung\" des traditionellen LLM bei komplexen Datenaufgaben und erm\u00f6glicht es dem Modell, wirklich zu lernen, \"wie ein Datenwissenschaftler zu denken\".<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-21.png\" alt=\"\" class=\"wp-image-2447\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u5982\u4f55\u90e8\u7f72deepanalyze-\u624b\u628a\u624b\u6559\u7a0b\">Einsatz von DeepAnalyze: Ein praktisches Tutorial<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u51c6\u5907\u5de5\u4f5c\">\ud83d\udce6 Vorbereitungen<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Klonen der Codebasis<\/strong>::<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">git clone https:\/\/github.com\/ruc-datalab\/DeepAnalyze.git\ncd DeepAnalyze<\/code><\/pre><\/div>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>Erstellen einer virtuellen Umgebung<\/strong>::<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">conda erstellen -n deepanalyze python=3.12 -y\nconda deepanalyze aktivieren<\/code><\/pre><\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>Installation von Abh\u00e4ngigkeiten<\/strong>::<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">pip install -r anforderungen.txt\n#-Schulungs-Abh\u00e4ngigkeiten\n(cd . \/deepanalyze\/ms-swift\/ &amp;&amp; pip install -e .)\n(cd . \/deepanalyze\/SkyRL\/ &amp;&amp; pip install -e .)<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u90e8\u7f72\u6a21\u578b\">\ud83d\ude80 Bereitstellungsmodell<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Modelle herunterladen<\/strong>::<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DeepAnalyze-8B ist zum direkten Download verf\u00fcgbar.<\/li>\n\n\n\n<li>oder auf der Grundlage von DeepSeek-R1-0528-Qwen3-8B feinabgestimmt<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Neue Dienste<\/strong>::<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">cd demo\/chat\nnpm installieren\ncd .\nbash start.sh<\/code><\/pre><\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>Zugangsschnittstelle<\/strong>::<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00d6ffnen Sie Ihren Browser, um auf <code><a href=\"http:\/\/localhost:4000\">http:\/\/localhost:4000<\/a><\/code><\/li>\n\n\n\n<li>Hochladen von Datendateien und Eingabe von Analyseanweisungen<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-api\u8c03\u7528\u65b9\u5f0f\">\ud83c\udf10 API-Aufruf-Methoden<\/h3>\n\n\n\n<p>Sie k\u00f6nnen es auch \u00fcber API in Ihr eigenes System integrieren:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">python demo\/backend.py<\/code><\/pre><\/div>\n\n\n\n<p>Verwenden Sie dann curl, um die API zu testen:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">curl -X POST http:\/\/localhost:8200\/chat\/completions \\\n-H \"Content-Type: application\/json\" \\\n-d '{\"messages\": [{\"role\": \"user\", \"content\": \"Generate a data science report.\"}], \"workspace\": \"example\/student_loan\/\"}'<\/code><\/pre><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4e09\u6b65\u751f\u6210\u4e13\u4e1a\u62a5\u544a\">Erstellen Sie einen professionellen Bericht in drei Schritten<\/h2>\n\n\n\n<p>Schauen wir uns ein reales Nutzungsszenario an:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Daten vorbereiten<\/strong>: Legen Sie die zu analysierenden Datendateien in das Arbeitsverzeichnis (z.B.<code>beispiel\/student_loan\/<\/code>)<\/li>\n\n\n\n<li><strong>Einreichung von Mandaten<\/strong>::<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">von deepanalyze importieren DeepAnalyzeVLLM\n\nprompt = \"\"\"# Anweisung\nErzeugen Sie einen Data-Science-Bericht.\n\n# Daten\nDatei 1: {\"Name\": \"bool.xlsx\", \"Gr\u00f6\u00dfe\": \"4.8KB\"}\nDatei 2: {\"Name\": \"Person.csv\", \"Gr\u00f6\u00dfe\": \"10.6KB\"}\n... (weitere Dateibeschreibungen)\"\"\"\"\n\nArbeitsbereich = \"\/pfad\/zu\/ihrem\/arbeitsbereich\"\ndeepanalyze = DeepAnalyzeVLLM(\"Pfad\/zu\/DeepAnalyze-8B\/\")\nAntwort = deepanalyze.generate(Eingabeaufforderung, Arbeitsbereich=Arbeitsbereich)<\/code><\/pre><\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>Ergebnisse erzielen<\/strong>::<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sie erhalten eine Liste mit<strong>Professionelle Diagramme, statistische Analysen und Unternehmensberatung<\/strong>und der vollst\u00e4ndige Bericht des Ausschusses f\u00fcr die Beseitigung der Diskriminierung der Frau<\/li>\n\n\n\n<li>Unterst\u00fctzt den Export in das PDF-Format zur direkten Verwendung in Berichten<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/report-scaled.png\" alt=\"\" class=\"wp-image-2450\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4e3a\u4ec0\u4e48\u9009\u62e9deepanalyze\">Warum DeepAnalyze w\u00e4hlen?<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Charakterisierung<\/th><th>DeepAnalyze<\/th><th>Traditionelle Werkzeuge<\/th><th>Geschlossener Quellcode API<\/th><\/tr><\/thead><tbody><tr><td><strong>Autonomie<\/strong><\/td><td>\u2705 Autonome Choreographie des gesamten Prozesses<\/td><td>\u274c Manuelle Anleitung erforderlich<\/td><td>\u26a0\ufe0f Begrenzte Autonomie<\/td><\/tr><tr><td><strong>Unterst\u00fctzung von Datenformaten<\/strong><\/td><td>\u2705 Mehrere Formate<\/td><td>\u26a0\ufe0f Eingeschr\u00e4nkte Unterst\u00fctzung<\/td><td>\u2705 Unterst\u00fctzung<\/td><\/tr><tr><td><strong>die eigenen finanziellen Ressourcen zu erweitern<\/strong><\/td><td>\u2705 Vollst\u00e4ndig quelloffen<\/td><td>\u2705<\/td><td>\u274c<\/td><\/tr><tr><td><strong>(Herstellungs-, Produktions- usw.) Kosten<\/strong><\/td><td>\u2705 Einmalige Bereitstellung<\/td><td>\u2705<\/td><td>\u274c Hohe Nutzungsgeb\u00fchren<\/td><\/tr><tr><td><strong>Individualisierbarkeit<\/strong><\/td><td>\u2705 Vollst\u00e4ndig anpassbar<\/td><td>\u26a0\ufe0f Begrenzt<\/td><td>\u274c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u62e5\u62b1\u81ea\u4e3b\u6570\u636e\u79d1\u5b66\u65b0\u65f6\u4ee3\">Aufbruch in die neue \u00c4ra der autonomen Datenwissenschaft<\/h2>\n\n\n\n<p>DeepAnalyze repr\u00e4sentiert eine neue Richtung in der Datenwissenschaft - die<strong>Von Workflow-gesteuert zu KI-gesteuert autonom<\/strong>. Es ist nicht nur ein Werkzeug, es ist Ihr<strong>24-Stunden-Online-Datenwissenschaftsteam<\/strong>Sie sind in der Lage, Ihre gesch\u00e4ftlichen Anforderungen zu verstehen und die Verantwortung f\u00fcr komplexe Datenanalyseaufgaben zu \u00fcbernehmen.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\ud83c\udf1f <strong>Sofortma\u00dfnahmen<\/strong>: Zugang <a href=\"https:\/\/github.com\/ruc-datalab\/DeepAnalyze\">GitHub-Repository<\/a> Holen Sie sich den vollst\u00e4ndigen Code und die Tutorials und starten Sie noch heute Ihre Reise zur autonomen Datenanalyse!<\/p>\n<\/blockquote>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\n<thead>\n<tr style=\"height: 48px;background-color: #f5f5f5\">\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">Weitere Produkte finden Sie unter<\/h4>\n<\/th>\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">Siehe mehr unter<\/h4>\n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"height: 63px\">\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/de\/\" data-linktype=\"2\">ShirtAI - Durchdringende Intelligenz<\/a><\/td>\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/de\/archives\/4425\/\" data-linktype=\"2\">Das AIGC Big Model: der Beginn einer \u00c4ra der doppelten Revolution in Technik und Wissenschaft - Penetrating Intelligence<\/a><\/td>\n<\/tr>\n<tr style=\"height: 61px\">\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/de\/\" data-linktype=\"2\">1:1 Wiederherstellung von Claude und GPT Offizielle Website - AI Cloud Native<\/a><\/td>\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">Live Match App Global HD Sports Viewing Player (empfohlen) - Blueshirt Technology<\/a><\/td>\n<\/tr>\n<tr style=\"height: 54px\">\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">Transitdienst auf der Grundlage der offiziellen API - GPTMeta API<\/a><\/td>\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">Hilfe, kann jemand von Ihnen Tipps geben, wie man Fragen auf GPT stellt? - Wissen<\/a><\/td>\n<\/tr>\n<tr style=\"height: 70px\">\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">Global Virtual Goods Digital Store - Global SmarTone (Feng Ling Ge)<\/a><\/td>\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">Wie leistungsf\u00e4hig ist Claude airtfacts, dass GPT sofort nicht mehr gut riecht? -BeepBeep<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>DeepAnalyze\u662f\u7531\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u4e0e\u6e05\u534e\u5927\u5b66\u56e2\u961f\u8054\u5408\u5f00\u53d1\u7684\u5f00\u6e90\u4ee3\u7406\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u9996\u4e2a\u9762\u5411\u81ea\u4e3b\u6570\u636e\u79d1\u5b66\u7684\u7aef\u5230\u7aef\u89e3\u51b3\u65b9\u6848\u3002\u5176\u6838\u5fc3\u80fd\u529b\u5305\u62ec\u81ea\u52a8\u5b8c\u6210\u6570\u636e\u51c6\u5907\u3001\u5206\u6790\u3001\u5efa\u6a21\u3001\u53ef\u89c6\u5316\u53ca\u62a5\u544a\u751f\u6210\u5168\u6d41\u7a0b\uff0c\u652f\u6301CSV\u3001Excel\u7b49\u591a\u683c\u5f0f\u6570\u636e\u6e90\uff0c\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u3002DeepAnalyze-8B\uff088B\u53c2\u6570\uff09\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u8d85\u8d8aGPT-4o-mini\u7b49\u5546\u4e1a\u6a21\u578b\uff0c\u4e14\u6a21\u578b\u6743\u91cd\u3001\u4ee3\u7801\u4e0e\u8bad\u7ec3\u6570\u636e\u5b8c\u5168\u5f00\u6e90\uff0c\u53ef\u90e8\u7f72\u4e3a\u4e13\u5c5e\u6570\u636e\u79d1\u5b66\u52a9\u624b\u3002<\/p>","protected":false},"author":1,"featured_media":6509,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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