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#AI Engineering

Showing: 38 courses
Stanford University

How Machine Learning is Changing Software

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Explore how machine learning is revolutionizing software development, from weak supervision to self-supervised systems, with insights from Stanford's Chris Re on emerging challenges and industry applications.
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19 Lesons
59 minutes
On-Demand
Free-Video
MLOps.community

Putting the AI Back in Medallion Lake Design

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Explore a comprehensive analysis of lakehouse design and its integration with AI in this insightful 13-minute talk by Simon Whiteley, a Databricks Beacon and Microsoft MVP. Delve into the challenges companies face when adopting lakehouses and learn how t…
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1 Lesons
13 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Training LLMs: Lessons from the Trenches

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Discover key insights and challenges in training large language models across hundreds of GPUs, from data handling to resource management.
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1 Lesons
30 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Why AI Apps Don't Work in Production: AI Reliability Survey

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Explore AI reliability challenges in production, survey techniques for improvement, and gain insights from 18 months of solving AI engineering reliability issues.
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1 Lesons
32 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

What Does it Mean to be an AI Engineer in the World of Generative AI

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Explore the evolving role of AI Engineers in the era of Generative AI, covering technical aspects and business strategies for both engineers and decision-makers.
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1 Lesons
29 minutes
On-Demand
Free-Video
n8n

Using Siri with n8n and Nodes as Tools - Prague Meetup September 2024

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Discover how to integrate Siri with n8n workflows and explore the innovative 'Nodes as Tools' feature in this insightful talk from the Prague Meetup by AI Engineer Oleg Ivanov.
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1 Lesons
32 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Accelerating AI Application - NAVER's Journey from Model to Application

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探索NAVER如何利用BentoML加速AI应用开发，从模型到产品的全生命周期管理，实现高性能并行数据处理和稳定模型服务，优化搜索引擎性能。
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1 Lesons
30 minutes
On-Demand
Free-Video
CodeWithHarry

Generative AI Roadmap for Absolute Beginners

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Comprehensive guide for beginners to understand and learn Generative AI, covering key concepts, tools, resources, and learning approaches for both engineering and implementation aspects.
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11 Lesons
15 minutes
On-Demand
Free-Video
Prodramp

An AI Engineer Guide to Comet Model Registry Platform

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Learn to use Comet's Model Registry for logging, versioning, and deploying machine learning models. Explore key features like model export, registration, and monitoring in this hands-on tutorial using Keras and TensorFlow.
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21 Lesons
32 minutes
On-Demand
Free-Video
Prodramp

An AI Engineer Guide to Model Monitoring with Comet ML Platform

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Learn to monitor AI models in real-time using Comet ML. Explore key features like automatic logging, experiment tracking, and data visualization to ensure optimal model performance in production environments.
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17 Lesons
27 minutes
On-Demand
Free-Video
Devoxx Poland

How Much AI is in AI Engineering

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Explore the role of AI in engineering, examining its applications and limitations in modern software development practices.
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1 Lesons
49 minutes
On-Demand
Free-Video
Data Science Conference

AI Engineer Ethics: Shaping Responsible Generative AI

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Explore practical approaches for embedding ethical considerations into generative AI development workflows, focusing on responsible engineering practices and collaboration with ethics experts.
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1 Lesons
43 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Challenges and Solutions in Industry Scale Data and AI Systems - Yangqing Jia

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Explore industry-scale data and AI systems challenges, focusing on Alibaba's technologies like big data infrastructure, autonomous computing, and AI engineering for recommendation systems and digital twins.
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26 Lesons
46 minutes
On-Demand
Free-Video
Prodramp

An AI Engineer's Guide to Machine Learning with Keras

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Comprehensive guide to building and evaluating machine learning models using Keras, covering data preparation, model creation, training, and performance analysis with practical examples.
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25 Lesons
35 minutes
On-Demand
Free-Video
All About AI

AI Engineer Skills for Beginners: Code Generation Techniques

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Explore AI code generation techniques using GPT-4, GitHub Copilot, and open-source models. Learn practical skills for data analysis, API integration, and leveraging AI tools in engineering projects.
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9 Lesons
52 minutes
On-Demand
Free-Video
Scrimba

Retrieval-Augmented Generation and Making AI Work for You - with Guil Hernandez

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Explore retrieval-augmented generation and learn to customize AI models with your own data, enhancing their ability to answer unique questions about your business or projects.
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1 Lesons
26 minutes
On-Demand
Free-Video
Tejas Kumar

Web Development and AI Updates - CSS, JavaScript, HTML, and AI Trends

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Comprehensive exploration of AI's impact on tech jobs, latest CSS features, JavaScript updates, and HTML advancements, offering insights into the evolving landscape of web development.
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21 Lesons
1 hour 47 minutes
On-Demand
Free-Video
Scrimba

The Rise of AI Engineering - Making an Industry with Swyx

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Explore the emergence of AI engineering with Swyx, covering industry trends, AI vs ML engineering, demand-supply dynamics, and successful AI products. Gain insights into this evolving field and its impact.
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1 Lesons
37 minutes
On-Demand
Free-Video
All About AI

Building an LLM-Powered Mega Autocompleter - AI Engineer Project

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Build an LLM-powered autocompleter with React and Node.js. Learn to set up prompts, iterate on features, and create a functional UI for a fast, simple AI-driven application.
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8 Lesons
21 minutes
On-Demand
Free-Video
All About AI

37% Better Output with 15 Lines of Code - Llama 3 Improved RAG

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Improve RAG performance for Llama 3 models with simple code modifications, enhancing output quality by 37% for both local 8B and cloud-based 70B versions.
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6 Lesons
16 minutes
On-Demand
Free-Video
All About AI

AI Engineer Skills for Beginners - OpenAI API and Python

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Beginner-friendly introduction to AI engineering, covering APIs, Python, and hands-on projects like building chatbots, chaining prompts, transcription, and image manipulation using OpenAI's tools.
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10 Lesons
38 minutes
On-Demand
Free-Video
LeadDev

Responsible AI and Ethics in AI Engineering

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Explore ethical AI engineering practices and their societal impact. Learn to adapt to the changing landscape and consider human factors when building AI-powered systems and products.
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1 Lesons
25 minutes
On-Demand
Free-Video
React Conferences by GitNation

The Rise of the AI Engineer

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Explore the emerging role of AI Engineers as applied AI shifts, creating new opportunities in Software 3.0. Learn about Foundation Models and their impact on software development.
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1 Lesons
23 minutes
On-Demand
Free-Video
Data Science with Harshit

How to Learn to Work with AI in 2024 - Complete Roadmap and Courses

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Explore a comprehensive roadmap for mastering AI in 2024, covering programming basics, AI fundamentals, business applications, app development, and LLM fine-tuning. Gain practical skills to leverage AI effectively.
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13 Lesons
17 minutes
On-Demand
Free-Video
Data Centric

Building Local AI Agents with LangGraph and Ollama

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Explore building local AI agents using LangGraph and Ollama. Learn integration techniques, code implementation, and compare with vLLM. Gain insights on Ollama's effectiveness for agent development.
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5 Lesons
19 minutes
On-Demand
Free-Video
Data Centric

Why Retrieval Augmented Generation (RAG) is Overrated

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Explore the limitations of Retrieval Augmented Generation (RAG), including hallucinations, complexity, and cost. Learn practical approaches to make RAG more effective in AI applications.
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5 Lesons
24 minutes
On-Demand
Free-Video
All About AI

4 Best AI Programming Tips - Featuring Claude 3.5

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Discover four powerful AI programming techniques, including omni prompting and context referencing, to enhance your coding skills and efficiency when working with AI models.
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5 Lesons
13 minutes
On-Demand
Free-Video
Data Science Conference

The Innovator's Dilemma: To Build or Not to Build - Machine Learning Teams in the Age of AI

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Explore the strategic decisions facing in-house ML teams as AI evolves, examining the choice between AI engineering adaptation and domain-specific innovation, while evaluating RAG's potential for knowledge tasks.
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1 Lesons
30 minutes
On-Demand
Free-Video
MLOps.community

A Survey of Production RAG Pain Points and Solutions

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Explore production challenges and solutions for Retrieval Augmented Generation (RAG) in LLM applications. Learn about pain points, evolving architectures, and strategies for building robust AI systems.
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1 Lesons
30 minutes
On-Demand
Free-Video
MLOps.community

Accelerating Multimodal AI - From Tabular ML to Generative Video Systems

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Explore challenges and solutions in multimodal AI, from data management to efficient inference. Learn about systems supporting research and productionization in generative video and language models.
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18 Lesons
55 minutes
On-Demand
Free-Video
Data Centric

Zapier AI Gmail Automation - Streamlining Email Outreach Tasks

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Streamline email outreach with AI-powered Zapier workflows. Learn to build and implement automated systems, saving time on mundane tasks and boosting business efficiency.
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6 Lesons
41 minutes
On-Demand
Free-Video
Data Centric

Building Chatbots with Hugging Face LLMs - 5 Expert Tips

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Discover 5 expert engineering tips for building chatbots using open-source LLMs like Mistral. Learn crucial technical nuances for transitioning from proprietary APIs to open-source models.
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7 Lesons
36 minutes
On-Demand
Free-Video
Data Centric

Why I'm Staying Away from Crew AI - A Critical Analysis

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Explore limitations of Crew AI for production, understand multi-hop questions, and learn alternative approaches for building AI applications. Gain insights on future multi-agent frameworks.
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6 Lesons
54 minutes
On-Demand
Free-Video
Data Centric

Neo4j Knowledge Graphs for Smarter AI-Agent Search

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Explore how Neo4j knowledge graphs enhance AI agent search, improving response quality through advanced AI engineering techniques like meta-prompting and RAG.
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4 Lesons
32 minutes
On-Demand
Free-Video
Scrimba

Why AI Is Here to Stay and How New Developers Can Find the Right Balance

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Explore AI engineering opportunities, learn to leverage AI tools, and stay future-proof in tech with insights from Sam Julien, Director of Developer Relations at Writer.
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19 Lesons
45 minutes
On-Demand
Free-Video
Data Centric

Custom RAG Pipelines and LLM Fine-Tuning - A Gradient Tutorial

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Explore custom RAG pipelines and LLM fine-tuning using Gradient. Learn to deploy fine-tuned models, mimic Yoda's speech style, and efficiently fine-tune 13B parameter open-source models for unique applications.
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11 Lesons
1 hour 5 minutes
On-Demand
Free-Video
MLOps.community

Designing ML Infrastructure for ML and LLM Use Cases

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Explore best practices for building scalable ML infrastructure tailored to ML and LLM use cases. Gain insights on reusable architectures, maturity metrics, and navigating challenges in MLOps implementation.
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21 Lesons
1 hour
On-Demand
Free-Video
MLOps.community

Design and Development Principles for LLMOps - MLOps Podcast #254

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Explore design and development principles for LLMOps with Andy McMahon. Learn about software engineering practices, new techniques, and the transition from MLOps to LLMOps in this insightful discussion.
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24 Lesons
1 hour 10 minutes
On-Demand
Free-Video