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Kalam Tech بالعربي
Приєднався 2 сер 2023
الهدف من القناة ديه هو إن احنا نبسط حوارات البيزنس تكنولوجي بطريقة كل الناس تفهمها. مفيش كلام تكنيكال ولا تعقيدات ملهاش لازمة, الحوار لذيذ مش كيمياء
AI is not JUST LLMs
AI is not JUST Generative AI and Generative AI is not JUST LLMs
Why should you distinguish between them?! Let's analyze the situation…
𝗙𝗶𝗿𝘀𝘁, 𝘀𝗼𝗺𝗲 𝗱𝗲𝗳𝗶𝗻𝗶𝘁𝗶𝗼𝗻𝘀:
1️⃣ 𝘼𝙧𝙩𝙞𝙛𝙞𝙘𝙞𝙖𝙡 𝙄𝙣𝙩𝙚𝙡𝙡𝙞𝙜𝙚𝙣𝙘𝙚 (𝘼𝙄): The broad science of giving simulated intelligence to a machine.
2️⃣ 𝙂𝙚𝙣𝙚𝙧𝙖𝙩𝙞𝙫𝙚 𝘼𝙄: A subset of AI and specifically a type of deep learning neural networks, AI - Machine Learning - Deep Learning - Generative Networks
3️⃣ 𝙇𝙖𝙣𝙜𝙪𝙖𝙜𝙚 𝙈𝙤𝙙𝙚𝙡𝙨: A “type” of generative networks that models human natural language to generate “similar” derivations.
𝗦𝗲𝗰𝗼𝗻𝗱, 𝘁𝗵𝗲 𝗰𝘂𝗿𝗿𝗲𝗻𝘁 𝘀𝘁𝗮𝘁𝗲 𝗼𝗳 𝘁𝗵𝗲 𝗺𝗮𝗿𝗸𝗲𝘁:
Machine learning is hard and deep learning is harder. So having access to AI was closed to a narrow audience.
Generative AI and language models are new, they have been in research for years. However, ChatGPT started the movement to democratize and make “AI” accessible to everyone everywhere in the simplest possible way.
With everyone racing to be “powered by AI” one way or another, a FOMO (fear of missing out) creates unfounded expectations and under-whelming results.
Mixing personal productivity gains and professional productivity gains can be dangerous!
𝗪𝗵𝗲𝗿𝗲 𝘁𝗼 𝗴𝗼 𝗳𝗿𝗼𝗺 𝗵𝗲𝗿𝗲?
1️⃣ 𝙇𝙚𝙖𝙧𝙣𝙞𝙣𝙜 𝙖𝙣𝙙 𝙡𝙞𝙩𝙚𝙧𝙖𝙘𝙮: If you are looking to implement GenAI in your business, invest in making your people understand the basics of the technology, its potential, its limits, and its risks.
2️⃣ 𝙀𝙭𝙥𝙚𝙧𝙞𝙢𝙚𝙣𝙩: You probably will not get the right use case the first time around. You need to have an experimental mindset to explore different possibilities. There are low-hanging fruit that you can start with.
3️⃣ 𝙀𝙫𝙖𝙡𝙪𝙖𝙩𝙚: Build an evaluation mechanism to measure factuality, speed, and overall benefit.
Why should you distinguish between them?! Let's analyze the situation…
𝗙𝗶𝗿𝘀𝘁, 𝘀𝗼𝗺𝗲 𝗱𝗲𝗳𝗶𝗻𝗶𝘁𝗶𝗼𝗻𝘀:
1️⃣ 𝘼𝙧𝙩𝙞𝙛𝙞𝙘𝙞𝙖𝙡 𝙄𝙣𝙩𝙚𝙡𝙡𝙞𝙜𝙚𝙣𝙘𝙚 (𝘼𝙄): The broad science of giving simulated intelligence to a machine.
2️⃣ 𝙂𝙚𝙣𝙚𝙧𝙖𝙩𝙞𝙫𝙚 𝘼𝙄: A subset of AI and specifically a type of deep learning neural networks, AI - Machine Learning - Deep Learning - Generative Networks
3️⃣ 𝙇𝙖𝙣𝙜𝙪𝙖𝙜𝙚 𝙈𝙤𝙙𝙚𝙡𝙨: A “type” of generative networks that models human natural language to generate “similar” derivations.
𝗦𝗲𝗰𝗼𝗻𝗱, 𝘁𝗵𝗲 𝗰𝘂𝗿𝗿𝗲𝗻𝘁 𝘀𝘁𝗮𝘁𝗲 𝗼𝗳 𝘁𝗵𝗲 𝗺𝗮𝗿𝗸𝗲𝘁:
Machine learning is hard and deep learning is harder. So having access to AI was closed to a narrow audience.
Generative AI and language models are new, they have been in research for years. However, ChatGPT started the movement to democratize and make “AI” accessible to everyone everywhere in the simplest possible way.
With everyone racing to be “powered by AI” one way or another, a FOMO (fear of missing out) creates unfounded expectations and under-whelming results.
Mixing personal productivity gains and professional productivity gains can be dangerous!
𝗪𝗵𝗲𝗿𝗲 𝘁𝗼 𝗴𝗼 𝗳𝗿𝗼𝗺 𝗵𝗲𝗿𝗲?
1️⃣ 𝙇𝙚𝙖𝙧𝙣𝙞𝙣𝙜 𝙖𝙣𝙙 𝙡𝙞𝙩𝙚𝙧𝙖𝙘𝙮: If you are looking to implement GenAI in your business, invest in making your people understand the basics of the technology, its potential, its limits, and its risks.
2️⃣ 𝙀𝙭𝙥𝙚𝙧𝙞𝙢𝙚𝙣𝙩: You probably will not get the right use case the first time around. You need to have an experimental mindset to explore different possibilities. There are low-hanging fruit that you can start with.
3️⃣ 𝙀𝙫𝙖𝙡𝙪𝙖𝙩𝙚: Build an evaluation mechanism to measure factuality, speed, and overall benefit.
Переглядів: 283
Відео
What is RAG and why? (شرح الRAG)- بالعربي
Переглядів 2 тис.7 місяців тому
Everyone uses Generative AI for personal productivity, but how can you apply this transformational technology to a business? You can't just rely on the general work knowledge of foundational models, it needs to be tuned to your business knowledge to be valuable. In this video, we'll talk about the RAG. What it is and how it works. More importantly, what are the risks that enterprises need to co...
How to build business dashboards like a boss? - بالعربي
Переглядів 1,1 тис.Рік тому
Businesses invest in software because they want insights, reports and clear dashboards. In order to provide true value to your business partners, you first need to understand the basics of dashboard building, the types of graphs and when to use each one. In this video, we'll dive into what makes BI and business reporting work! #technology #business #businessintelligence #dashboard #reports #data
How to get the best out of LLMs with Prompt Engineering... - بالعربي
Переглядів 2,5 тис.Рік тому
In this video, we'll talk about how can you get the best results from LLM tools and not the generic meaningless stuff. First thing you need to know is how LLMs actually work and how can you use that to your benefit. I am going to give you a bulletproof framework for consistent results. Also, I am going to show you the top 4 prompting techniques: 1. zero shot prompting 2. one or multiple shot pr...
The TRUTH behind Large Language Models (LLM) and How ChatGPT works.. - بالعربي
Переглядів 6 тис.Рік тому
The world has changed thanks to Large Models, whether they are Language Models or Image Models. But behind all the hype and screaming crowds, how does an LLM actually work? That is what we are going to uncover in this video. At the end of the video, we'll also show how ChatGPT is trained and works. #largelanguagemodels #chatgpt #llm #arabic #technology #deeplearning #machinelearning #بالعربي
Natural Language Processing (NLP)…From Linguistics to Transformers (The 6 stages of NLP) - بالعربي
Переглядів 935Рік тому
Natural Language Processing or NLP for short is the heart of all the hype around text-based generative AI. in this video will go through the 6 stages of NLP which are: 1. Linguistics and preprocessing 2. Vector transformation (bag of Words, TF-IDF, embeddings) 3. Deep learning 4. Encoders & Decoders 5. Attention Mechanism 6. Transformers #naturallanguageprocessing #nlp #machinelearning #deeplea...
What is Deep Learning and Neural networks? (ANN vs CNN vs RNN) - بالعربي
Переглядів 4,1 тис.Рік тому
Neural networks are scary, complicated and hard to understand! Deep learning is one of the most keyword-dense subjects, which makes it quite frustrating to get the hang of. In this video we'll explore everything deep learning has to offer like: 1. Artificial neural networks (ANN) 2. Convolutional neural networks (CNN) 3. Recurrent Neural Networks (RNN) What's the differences between the differe...
What is Machine Learning?! Supervised vs Unsupervised vs Reinforcement Learning - بالعربي
Переглядів 4,3 тис.Рік тому
كلمة Machine Learning بنسمعها في كل جملة سبع مرات مثلا. قبل مااخش اتعلم الlibraries والكلام الحلو, أنا كنت محتاج حد يديني الزتونة, الصورة الكبيرة قبل التفاصيل. وهو ده هدف الفيديو. Machine learning is a subset of Artificial Intelligence (AI), allowing machines to act by feeding them data without being explicitly explained. There are 3 types of Machine Learning: 1. Supervised learning 2. unsuperv...
What is Artificial Intelligence (AI)?! - بالعربي
Переглядів 528Рік тому
Artificial Intelligence or AI is all the hype now, but in fact, AI is more of a broad category of technology and not something that stands on itself. In this video, we explore what exactly AI is and how to look at it in a more straightforward way. We'll discuss the stages of AI and What that broad science actually includes. #ai #artificialintelligence #software #arabic #machinelearning #deeplea...
What is Data Science and What does a Data Scientist DO??? - بالعربي
Переглядів 951Рік тому
Data science is the hottest and sexiest field NOW, everyone wants to be part of this incredible wave. But... What is Data Science really? and what does a data scientist actually do?? In this video we'll go through the following: - The life cycle of data science in business. - What does data science look like in small companies vs. enterprises. - The different roles in the data science space. - ...
What is Process Mining and process enhancement? - بالعربي
Переглядів 549Рік тому
In this video, we'll explore process mining and how it helps businesses improve their operations and identify bottlenecks. Also, we'll understand what is the event log; which is the most crucial part in process mining. we'll also explore the different benefits we can gain like: - Automated Process Discovery - Conformance Checking - Performance Mining - Variant Analysis Finally, what are the cha...
Types of Software integration and choosing the RIGHT integration pattern - بالعربي
Переглядів 417Рік тому
Software integration is essential, it allows businesses to keep their processes seamless and reduce human error. It's important to note that software integration is not just for enterprises and big corps, but for any size business. As long as you are using multiple applications. In this video, we'll explore the different types of integration, architecture, and integration patterns. We'll also e...
What is business automation? - بالعربي
Переглядів 277Рік тому
In this video, we dive into the world of process automation. Explore why it is crucial and the different ways to automate your business! We are going to answer the big question, what's the difference between RPM and BPM?? #process #automation #bpm #bpa #rpa #business #technology #tech #arabic
Before Automation...How to understand your Business Process? - بالعربي
Переглядів 825Рік тому
Before you start thinking about automating your business, you first need to understand your business processes. In this video, we'll discover what exactly is a business process and how to discover, design and implement your process. After all that is done, then we can talk about automation! #process #business #businessprocessmanagement #technology #software #processdesign #bpm #bpmn #arabic
What is Data Virtualization?...is it better than data pipelines? - بالعربي
Переглядів 1,1 тис.Рік тому
In this video, we'll explore what Data Virtualization is and isn't. Data Virtualization is a technology that can be a game changer for your business if you include it in your data toolbox. It simplifies data management with virtual pipelines and real-time integrations. But, you must be aware of when to use it and when not! #technology #tech #business #software #data #virtualization #datamanagem...
Data Warehouse vs Data Lake vs Lake house - بالعربي
Переглядів 6 тис.Рік тому
Data Warehouse vs Data Lake vs Lake house - بالعربي
What is Data Governance?...and why? - بالعربي
Переглядів 7 тис.Рік тому
What is Data Governance?...and why? - بالعربي
Data Management and Data Pipelines (THE FULL STORY!!) - بالعربي
Переглядів 6 тис.Рік тому
Data Management and Data Pipelines (THE FULL STORY!!) - بالعربي
Beyond the Buzzword: What is Data? - بالعربي
Переглядів 2 тис.Рік тому
Beyond the Buzzword: What is Data? - بالعربي
Your Ultimate Guide to Understanding Business Technology - بالعربي
Переглядів 587Рік тому
Your Ultimate Guide to Understanding Business Technology - بالعربي
بارك الله فيك
بارك الله فيك
بارك الله لك في العلم الذي شاركت معنا 🙌✨
كنت تائه و مش فهمان الفرق حتى شفت الشرح بتاعك . شكرا يا أستاذ تسلم ❤❤❤❤
You should continue posting content you have the ability to simplify concepts may Allah bless you
رائع كالعادة😊 أحب البساطة
الفيديو جميل ماشاء الله لو تزود اي صور لشكل ال architecture و مراحل ال process هيكون ممتاز بالتوفيق،و ربنا يتقبل يارب
شرح ممتاز في انتظار المزيد الله ىيجزيك كل خير
الله يبارك
الله يعطيك العافية على الشرح الرائع.. عندي سؤال ااذا ممكن .. مين اللي بيشتغل هاد الشغل ؟ اللي بياخد قرار وبينفذ كل ما بيعلق بتخزين البيانات ؟ هل data Engineer or data scientist ? وشكراً جزيلاً
المسؤوليه دي ممكن تقع عند الdata engineering و ال،database team ده ده بيبقى على حسب كل مؤسسه بتقسم الفرق بتاعتها ازاي
مقدمة رائعة جدا! شكرا لك. هل يوجد سليلة مكملة لهذا الفيديو؟ Machine Learning
Hello I am not sure where did you mention the Data Lineage in the sequential order you had presented? where exactly does it fall? The order you had presented was as follows: Data Architecture -> Data Modeling -> MetaData Management -> Master and Reference DM -> Data quality DM -> Document and Content Management -> Data Privacy and Security.
Thanks Ahmad, very simplified and clear. can you provide some additional resources about DAMA? Do you have any presentation about the topics that you are explaining about your videos. You explained in a sequential way the different pillars of data governance, i recommend that you something as a timeline chart that visualize the order. Thanks
جزاك الله خيراً....الحقيقة أنا شاهدت الفيديو ده بالصدفة وأري أنه سيساعدني بدرجة تجعلني أفهم كيف أتعامل مع أدوات الذكاء الصناعي لاستخراج افضل نتائج
يعطيك الف عافية، استمر
بارك الله في جهودك المتميزة
اسلوب رائع في الشرح جزاك الله كل خير
جزاك الله كل خير ممكن بعد اذنك لما المصطلحات الانجليزية تظهر على الشاشة يظهر معاها ترجمتها العربي
جزاكم الله خيرا على المجهود الرائع في تبسيط المفاهيم
شرحك مبسط و جميل جدا الله يبارك لك و تستمر من تقدم الي تقدم محتاجين مزيد من الفيديوهات المفيدة و خصضوصا في هندسة الاوامر
شرح ممتاز . الله يفتح عليك 👍
اشكرك على الشرح
ربنا يكرمك والله شرحت الموضوع بشكل سلس و سهل جدا و يدخل الدماغ علطول ربنا يزيدك من علمه
الله يفتح عليك ويرحم والديك 🌷🙏
شكرا لنشر محتوي تعليمي للمبتدئين
Great !!
شكرا لك على الفيديو الرائع
مره شايله هم مشروع تخرجي له علاقه بالrag و llms و احسني مو فاهمه شيء
اقدر اساعدك ازاي؟
❤❤❤
صراحة معلومات قيمة بالمختصر المفيد .. يعطيك العافية❤❤
اولا انا بشكرك علي المجهود بتاعك وبتمنالك كل توفيق ولكن انا عندي ملاحظات كتير علي الكونتنت بتاعك. لو الهدف من كلامك انك تلخص الموضوع لناس دارسه AI كويس وعندهم solid technical background وفي spaces كتير في المجال بتاعنا يبقي تمام استمر علي كدا. انما لو انت عامل الكونتنت دا لناس بتحاول تفهم يعني AI ويعني ايه LLMs و RAG فانا للاسف احب اقولك انه غير مناسب لانك ببساطه بتشرح الموضوع بدون امثلة علي كل جزء منها وبتنط من حته لحته من قبل مالواحد يستوعب الجزئية دي. فنصيحتي ليك لو هتتكلم عن ال RAG لناس مبتدئين تقلل اوي انك تقول مصطلحات علي قد ماتقدر ولو شايف ان الموضوع فيه تفاصيل كتير وانت عايز تشرحه end-to-end يبقي تقسمه لأجزاء او مراحل وفي كل مرحله تشرح فيها لازم بأمثلة. دا رأيي المتواضع شكرا
شكرا لرايك بس انا عامل فيديوهات ثانيه بتتكلم عن المواضيع اللي انت ذكرتها على حداها ممكن برضو حضرتك تبص عليها وتقول لي رايك
تحفة بجد عاش ماشاء الله👏
هل يمكنك من فضلك عمل فيديو يشرح لنا "= Agentsystem نظام الوكيل" مع langchain
قريب ان شاء الله هنزل حاجه عن الموضوع ده
الله يعطيك العافية يارب درس عظمة ياريت تستمر بهيك نوعية من دروس
فين الورقه ؟
الله يعطيك العافية يارب
ربنا يخليك اتمنى ان انت تكون استفدت
شرح جيد جدا شكرا جزيلا
Perfect Channel
Thank you!! Feel free to share
بارك الله فيك، تحفة والله🤍
الله يخليك شكرا على المجامله الجميله
شكرا
الله يرزقك الجنة
امين يا رب شكرا على الدعوه الجميله
الله يجازيك بالجنة
امين يا رب شكرا على الدعوه الجميله
والله تسلم وجزاك الله كل خير❤
استاذ بارك الله فيك على الشرح الجميل ، استاذ ممكن تعمل فيديوهات لشرح كل وحدة على حدى و توضح العمليات تبع كل شبكة cnn,rnn,ann نكون ممنونين لك كتير، واللهم اجعل التعب تاعك في ميزان حسناتك
بارك الله فيك
ممتاز ❤❤
شكرا جميل ... الموضوع كبير وأكيد محتاج تعلم لتفاصيل كتير جواه .. ممكن ترشح مصادر وبلان لتعلم المجال أو الموضوع دا؟
هو فعلا الموضوع كبير في مصادر كثير بس متفرقه للاسف. انا شغال على حاجه تجمع المصادر دي كلها وهنزلها على LinkedIn قريب ان شاء الله
@@KalamTechBel3araby جزاك الله خيرا
ما شاء الله الفيديو جميل وسلس أتمني تكمل في السلسلة دي علي قد ما تقدر 🤩🤩🤩🤩🤩🤩
شكرا على الكلام الجميل ده والحمد لله انه كان مفيد
طريقة شرح رائعة ❤🙏🌹 ياريت تستمر
good explaination tnx a lot
Thank you