Course catalog

Handling an Unruly Audience

PR expert Deirdre Breakenridge helps you prepare for your next speaking engagement so you can grab audience attention, manage distractions, and neutralize hecklers.

Handling Outsourcing Issues (226590)

37 mins

To succeed in outsourcing environments, you must understand the common issues that plague outsourcing engagements and how to address them. Instructor Bob McGannon discusses the early warning signs of common issues, along with response alternatives. Issues can arise when the outsourcing contract becomes out of step with changing business needs. Bob points out common concerns with contract terms and how they can misalign with client business needs, service delivery issues, and managing personnel changes. He outlines productive ways to pursue the root cause of delivery problems and the difference between issues and disputes. The course concludes with an exercise on predicting outsourcing issues, based on a case study.

Note: This course was created by Bob McGannon. We are pleased to host this training in our library.

Handling Workplace Bullying

Create a culture where all employees can thrive. Learn how to prevent and end workplace bullying in your organization.

Handling Workplace Change as an Employee

Discover how better manage change occurring in the workplace, like working with a new boss, getting new initiatives, handling restructuring or layoffs, or working with a new team.

Hands-On AI: RAG با استفاده از LlamaIndex (Mitalearn-441861)

6 hours 25 mins
مناسب همه
Release date: 2 August 2024
Author: Harpreet Sahota

درباره این دوره:

این دوره با تمرکز بر سیستم نوآورانه LlamaIndex، به اصول و کاربردهای نسل افزوده بازیابی (RAG) اشاره می‌کند. کاوش کنید که چگونه RAG مدل‌های یادگیری ماشین را با یکپارچه‌سازی منابع دانش خارجی برای خروجی‌های آگاهانه‌تر و دقیق‌تر بهبود می‌بخشد. مربی هارپریت ساهوتا معماری سیستم های بازیابی، مکانیک نمایه سازی مجموعه داده های وسیع و ادغام LlamaIndex با مدل های هوش مصنوعی را پوشش می دهد.

درک زیربنای نظری RAG، مهارت های عملی در ساخت و استقرار LlamaIndex، و بررسی تحلیل انتقادی برنامه های RAG در صنایع مختلف را به دست آورید. موضوعات از مبانی بازیابی داده ها و نمایه سازی تا تکنیک های پیشرفته در تقویت مدل های تولیدی با داده های خارجی متغیر است. در پایان دوره، شما برای طراحی، پیاده‌سازی و ارزیابی سیستم‌های RAG و قرار دادن آن‌ها در لبه برتر اجرای فناوری هوش مصنوعی آماده خواهید شد.

Hands-On Data Science: 1 Analyzing Employee Data with SQL (215965)

44 mins

If you’re interested in working in the field of data or looking to advance in the field, you need a foundational knowledge of several key areas of data science. Not only that, you need to be able to demonstrate that knowledge. In this four-part, hands-on series, Ben Sullins shows how to build four distinct data science projects using SQL, Tableau, Python, and Spark. In this first installment, Ben uses SQL to analyze employee data, which is notoriously difficult to analyze given its structure. He breaks down the specific structure of employee data, and the best way to track this kind of information, then covers how you can start answering specific questions utilizing SQL. Finally, he gives advice on how to present your data, considering both your audience and the visuals you use, in order to convey your knowledge of the subject.

Note: This course was created by Free the Data Academy. We are pleased to host this training in our library.

Hands-On Data Science: 2 Sales Dashboard with Tableau (215948)

1 hour 1 min

If you’re interested in working in data or looking to advance in the field, you need a foundational knowledge of several key areas of data science. Not only that, you need to be able to demonstrate that knowledge. In this four-part series, Ben Sullins shows how to build four distinct data science projects using SQL, Tableau, Python, and Spark. In this second installment, Ben details the steps in building a sales dashboard with Tableau, the popular data visualization platform favored by organizations worldwide. Ben starts by breaking down the different aspects of Tableau, from working on a desktop, to sharing data over the web, to using the Tableau Public platform to publicly share your data visualizations. He then shows Tableau in action, looking at how it facilitates a deep dive into your data, before demonstrating how to build out an exploratory dashboard with your data. At the end of the course, you’ll be able to give a live demo of your data visualizations in Tableau Public on the web.

Note: This course was created by Free the Data Academy. We are pleased to host this training in our library.

Hands-On Data Science: 3 Sales Analysis in Python (215931)

27 mins

Python is a popular programming language in the field of data science, used for engineering and analytics, as well as data science itself. In this course, instructor Ben Sullins focuses on teaching you how to use Python using notebooks set up on the Jupyter platform. Ben walks through installing Jupyter using Anaconda, then shows you how to navigate the user interface and get Python running on a notebook in Jupyter. He covers how to import pandas, use pandas to explore sample data, and use data frames. Ben steps you through a number of functions, then concludes with some of the unique ways to present your data using Jupyter notebooks and Python.

Note: This course was created by Ben Sullins and Free the Data Academy. We are pleased to host this training in our library.

Hands-On Data Science: 4 Services Analysis in Spark (215914)

29 mins

Are you considering working in data science, and would you like to try out some popular tools first? This course focuses on what you can do with Apache Spark. Instructor Ben Sullins shows you how to set up Spark on Databricks. Ben goes over how to import your data and start working with it, using both Python and SQL languages in Spark. He steps through taking your project to the next level with some easy data visualizations. After explaining some tips and tricks to present your data using Spark, Ben concludes with some additional resources that you can use to pursue your data science journey.

Note: This course was created by Ben Sullins and Free the Data Academy. We are pleased to host this training in our library.

Hands-On Mobile Prototyping for UX Designers (87190)

47 mins

Design research and user requirements only get you so far. Sometimes you have to go hands on to create the user experience your mobile app users deserve. Explore the various methods for prototyping mobile applications, from analog to digital, and their place in the UX design process. Diane Cronenwett explains why prototyping is so important in UX, and compares the merits of low-fidelity methods like pen and paper to high-fidelity tools such as Photoshop. She then teaches various paper and digital prototyping methods, using tools such as stop-motion animation, Keynote, InVision, and Flinto. Using these prototyping techniques, you'll be able to refine your designs and get more targeted feedback from your users.

Hands-On OpenAI API: ساختن یک راه حل در دنیای واقعی (Mitalearn-394584)

59 mins
مناسب همه
Release date: 5 March 2024
Author: Rodrigo Díaz Concha

درباره این دوره:

OpenAI در خط مقدم هوش مصنوعی قرار دارد، به‌ویژه وقتی صحبت از مدل‌های زبان بزرگ (LLM) می‌شود. اگر توسعه‌دهنده یا رهبر کسب‌وکاری هستید که به دنبال استفاده از ابزارهای مبتنی بر هوش مصنوعی هستید، این دوره به شما کمک می‌کند تا با نحوه استفاده از APIهای OpenAI برای ساخت راه‌حل‌هایی بر اساس تکنیک نسل افزوده بازیابی (RAG) به سرعت آشنا شوید.

به مربی رودریگو دیاز کونچا بپیوندید زیرا او طیف گسترده‌ای از گزینه‌های راه‌حل‌سازی از جمله استفاده از Audio API برای رونویسی صدا و Chat Completions API برای ایجاد اسناد را نشان می‌دهد. مهارت های جدید خود را با یک پروژه واقعی به نام KinderLogger با ساختن یک دستیار با استفاده از Assistants API، پیاده سازی فرآیند نسل افزوده بازیابی (RAG) در دستیار و پیاده سازی Web API با استفاده از FastAPI برای افشای دستیار آزمایش کنید. در طول مسیر، یاد بگیرید که چگونه محتوای مضر را با Moderations API شناسایی کنید و یک GPT را به عنوان یک صفحه جلویی برای فراخوانی سرویس و آزمایش پروژه KinderLogger خود ایجاد و استفاده کنید.

Hands-On SAP Business Rule Framework (BRF+) (232812)

1 hour 50 mins

If you’re looking to get up and running with BRF+ quickly, hands-on experience—in programming or any other skill—is a great way to learn. This course shows you how to create a BRF+ deliverable, covering everything from the requisite jargon and project preparation, to creating formulas, decision tables, functions, and rulesets. Throughout the course, the integration between ABAP code and BRF+ is detailed, providing you with a clearer understanding of how this tool can be applied. Completing the project in this hands-on course will help you learn how to translate business rules into visual documentation, discover how to maintain documentation within BRF+, and increase your confidence in doing more complex BRF+ projects going forward.

Note: This course was created by Michael Management. We are pleased to host this training in our library