As the demand for custom AI grows, understanding the full lifecycle of model development is essential for engineers. This plan is ideal for data scientists and systems engineers looking to bridge the gap between raw data engineering and advanced model alignment at scale.
This plan was crafted by BeFreed's proprietary AI to help you learn LLM Training: From Raw Text to Aligned Assistant with ease. It is curated from in-depth research on the topic and structured around the most effective learning journeys proven by BeFreed users.
Each episode delivers bite-sized, high-impact lessons distilled from world-class sources — bestselling books, research papers, and expert insights. Together, they form a sophisticated yet accessible path to mastering LLM Training: From Raw Text to Aligned Assistant.
Transform raw web data into GPU-ready tensor streams through high-performance engineering.
Lessons coming soon: Curation: Turning Web Data into Knowledge · The Tokenizer: An LLM's Permanent Interface · High-Performance LLM Training Pipelines
Transition from a raw autocomplete engine to a helpful, instruction-following assistant.
Lessons coming soon: Supervised Fine-Tuning: Shaping Model Behavior · LLM Alignment: RLHF and DPO
From Columbia University alumni | built in San Francisco
avg rating
7.84k+ App Rating
BeFreed Community
Seriously I haven’t even explored this app fully yet but from using it the last few days I am so impressed... BeFreed is on a different level from any other learning app I have used. This makes it ultra engaging and can actually improve your concentration which is great for all the doom scrollers!
@ladyInfinity
I bought BeFreed exactly 23 days ago, and I have used it every single day since. It has completely embedded itself into my daily workflow and learning habit.
@jayallen
The truth is, the app has exceeded all my expectations. I can ask it to generate audio on any topic, whatever it may be, and the result is impressive. My professional field is a specialization in psychotherapy and it is multidisciplinary; however, the answers are very accurate.
@Raguipa
What I appreciate most is how much it's reduced my scrolling – I'm spending less time searching and more time absorbing information. The combination of full audiobooks, podcasts, the learning plans are brilliant.
@colonyofcreatorsNGO
I have been a PhotoReading Accelerated Learning Instructor for the past 24 years... books and reading and learning are my thing, and BeFreed has done a great job in providing an innovative approach to disseminating and delivering information in an easy to consume way.
@BeFreed user
It is not just a book summary app, I have used the 'fun reading' option and it's a much better summary and way to grasp ideas the traditional way, that alone is worth this deal.
@austinakon
I love this app. Used it for several days and I cannot stop listening. Such a great way to start.
@jcrules328
I really like the program; I have already tested it for around one month, and I feel that it's an amazing gem. It works so well because I can use BeFreed to create my own topics, and the voice is so good with unlimited choice of narrations.
@DanielCZ
I love the fact that I can get useful, condensed, information and ideas in a 8 - 15 minute podcast style audio. I'm not a general fan of podcasts because of all the fluff, but this cuts through all that.
@BeFreed user
I am finishing up my doctorate, and have to read a lot of unfamiliar material... With BeFreed, you simply enter a prompt, and the app finds source material for you and generates an audio podcast. I find the process in BeFreed to be more streamlined than NotebookLM.
@Brad
I often search YouTube for something to listen to whilst making breakfast, when I'm out walking, commuting, etc, and BeFreed has provided an even more targeted approach, without the adverts and the fluff!
@BeFreed user
The absolute best part about this platform is its versatility. There is literally no subject that is off-topic. It handles whatever you throw at it... It is rare to find an learning tool with zero limitations that actually delivers on its promises.
@jayallen
BeFreed is fantastic. The user-friendly design means I spend less time navigating and more time learning. The mix of audiobooks, podcasts, and learning plans is a genius combo that has completely changed my daily routine.
@BeFreed user
At the start I needed a while to understand how to create podcasts in italian language and boom! It is so great! I can ask to explain every argument and it does so well and so smartly!
@matteo77
BeFreed has become my daily app for audio books tools... What I like the most is the way you put your text and come with an audio that you can listen on the go.
@kotanzu1
Explore the frontier of verifiable rewards and distributed systems for massive models.
Lessons coming soon: Verifiable Rewards and AI Reasoning · 3D Parallelism: Scaling LLM Training
Python programming for LLMs and evals
As AI integration becomes standard, the ability to both build and critically evaluate models is a vital technical differentiator. This path is ideal for developers and data scientists looking to transition from general programming to specialized LLM engineering and rigorous model benchmarking.
LLM personalization and memory
This learning plan is essential for AI engineers, ML practitioners, and developers who want to move beyond basic LLM usage to create truly intelligent, personalized applications. As businesses demand AI systems that understand context, remember user preferences, and adapt over time, the ability to implement memory systems and personalization techniques has become a critical competitive advantage in the AI space.
AI Myths: LLMs vs. True Sentience
This learning plan is essential for anyone looking to look past the headlines and understand the actual capabilities of modern AI. It is particularly valuable for tech enthusiasts, students, and professionals who want to ground their understanding of machine intelligence in both science and philosophy.
AI, machine learning
This learning plan is essential for anyone looking to enter or advance in the rapidly growing field of artificial intelligence, whether you're a software developer, data professional, or career changer. It provides both the theoretical foundation and practical skills needed to build real AI systems, while also addressing the critical ethical considerations that every AI practitioner must understand. Perfect for those who want to go beyond surface-level AI knowledge and develop the expertise to create, deploy, and responsibly manage machine learning solutions.
Master AI, Claude & Agents for Tech Career
As artificial intelligence redefines the industry, technical professionals must evolve from passive users to expert builders of autonomous systems. This plan is designed for developers and tech leads looking to master LLMs and agentic workflows to secure a competitive edge in the modern job market.
Engineering the Alignment Frontier
As AI systems approach human-level reasoning, the technical challenge of ensuring they remain safe and controllable becomes paramount. This plan is designed for engineers and researchers who want to bridge the gap between deep learning proficiency and systemic AI safety.
Master AI & ML for career advancement
This learning plan is designed for aspiring AI professionals who want to transition into one of the fastest-growing and highest-paying tech fields. Whether you're a complete beginner or a developer looking to specialize in AI, this structured path takes you from foundational concepts through advanced implementation skills, culminating in career-ready expertise that employers actively seek in today's AI-driven market.
large language models
As AI reshapes industries, understanding the mechanics of large language models is essential for developers and researchers. This plan bridges the gap between theoretical mathematics and practical deployment, making it ideal for those looking to build responsible and powerful AI systems.
