Python for Data Science - Course for Beginners (Learn Python, Pandas, NumPy, Matplotlib)

لینک مشاهده در یوتیوب
https://youtu.be/LHBE6Q9XlzI?si=xkjjfqzc5JpJF7_E

#علم_داده #Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

Create a Large Language Model from Scratch with Python
Learn how to build your own large language model, from scratch. This course goes into the data handling, math, and transformers behind large language models. You will use Python.

در این فیلم آموزشی یاد میگیریم که چطور یک مدل زبان خود را از ابتدا بسازیم. این دوره با پایتون به مدیریت داده ها، ریاضیات و ترانسفورماتورهای مدل های زبان می پردازد.

#LLM
#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

Artificial Intelligence in IT , Automotive and other fields

Learn about artificial intelligence , its applications and how to develop software or content with it


Published: 2024-01-07
Price: Free

▪️What is ChatGPT Artificial Intelligence Tool
▪️How to use ChatGPT to create simple websites
▪️How to use ChatGPT to create simple python programs
▪️How to use ChatGPT for doing prompt engineering


https://www.udemy.com/course/artificial-intelligence-in-it-automotive-and-other-fields/

#یودمی
#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

ترند های مهم هوش مصنوعی و تکنولوژی 2024



🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

معرفی یک سایت کاربردی برای مهندسین علوم داده

در این سایت به ۳۲ دیتاست برای تمرین دسترسی دارید که برای حل هر مجموعه الگوریتم های لازم رو پیشنهاد داده

https://datasciencedojo.com/blog/datasets-data-science-skills/


#علم_داده

🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

https://medium.com/mlearning-ai/70-best-and-unique-python-machine-learning-projects-with-source-code-2023-db5f81f57152

#پروژه

🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

معرفی ابزار قدرتمند هاگینگ فیس Hugging Face



🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

Data Science Full Course in 10 Hours


#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

Python for Everybody - Full University Python Course

این از دوره های خیلی خوبه ، به افرادی که تازه میخوان پایتون رو به روشی اصولی و کاربردی یاد بگیرن پیشنهاد میدم حتما با این دوره شروع کنند

لینک مشاهده در یوتیوب :

https://youtu.be/8DvywoWv6fI?si=zEzxeg2yNOKlKYeR

#پایتون #Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

🎓 چند دوره کاربردی و مرتبط با حوزه هوش مصنوعی
💰 کاملا رایگان

➡️ Stanford CS229 by Andrew Ng
🌐 About this course

➡️ MIT Linear Algebra
🌐 About this course

➡️ MIT Intro to Algorithms
🌐 About this course

➡️ MIT Applied Probability
🌐 About this course

Stanford Databases Stanford Databases
🌐 About this course


#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

Learn to Code using AI - ChatGPT Programming Tutorial (Full Course)

This tutorial teaches non-coders to build apps with ChatGPT.
Get ready for a unique approach to coding. Start building projects right away, without worrying about complex programming syntax. With ChatGPT handling the technical details, you can focus on the creative parts. Gradually improve your programming skills as you progress through increasingly sophisticated projects.


💻 Download the code via Scrimba:
https://scrimba.com/links/learn-to-code-with-ai

لینک مشاهده در یوتیوب : link

#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

بیش از ۲۰۰ پروژه هوش مصنوعی در حوزه های مختلف به همراه دیتاست ها و سورس کدهای زبان Python


215+ Machine Learning Projects Solved and Explained




🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

چند دوره آموزشی جدید هوش مصنوعی که رایگان اما بسیار مفید هستند

اینها برای هر کسی که می خواهد در این سال عمیق تر به موضوع هوش‌مصنوعی بپردازد عالی است

𝟭. Prompt Engineering Basics: https://explore.skillbuilder.aws/learn/course/external/view/elearning/17763/foundations-of-prompt-engineering

𝟮. ChatGPT Prompts Mastery: https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/

𝟯. Intro to Generative AI: https://www.cloudskillsboost.google/course_templates/536

𝟰. AI Introduction by Harvard: https://pll.harvard.edu/course/cs50s-introduction-artificial-intelligence-python/2023-05

𝟱. Microsoft GenAI Basics: https://www.linkedin.com/learning/what-is-generative-ai/generative-ai-is-a-tool-in-service-of-humanity

𝟲. Prompt Engineering Pro: https://learnprompting.org

𝟳. Google's Ethical AI: https://www.cloudskillsboost.google/course_templates/554

𝟴. Harvard Machine Learning: https://pll.harvard.edu/course/data-science-machine-learning

𝟵. LangChain App Developer: https://www.deeplearning.ai/short-courses/langchain-for-llm-application-development/

𝟭𝟬. Bing Chat Applications: https://www.linkedin.com/learning/streamlining-your-work-with-copilot-formerly-bing-chat-bing-chat-enterprise/put-your-fingers-to-work-chatting-as-a-productivity-tool

𝟭𝟭. Generative AI by Microsoft: https://learn.microsoft.com/en-us/training/paths/introduction-generative-ai/

𝟭𝟮. Amazon's AI Strategy: https://explore.skillbuilder.aws/learn/public/learning_plan/view/1909/generative-ai-learning-plan-for-decision-makers

𝟭𝟯. GenAI for Everyone: https://www.deeplearning.ai/courses/generative-ai-for-everyone/

𝟭𝟰. AWS GenAI Foundation: https://www.coursera.org/learn/generative-ai-with-llms

♻️ 𝗕𝗼𝗻𝘂𝘀:

• OpenCV Bootcamp: https://opencv.org/university/free-opencv-course/

• Tensorflow Bootcamp: https://opencv.org/university/free-tensorflow-keras-course/

#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

Data Analysis with Python

In the Data Analysis with Python Certification, you'll learn the fundamentals of data analysis with Python


https://www.freecodecamp.org/learn/data-analysis-with-python/


#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

6 پروژه Deep Learning به همراه کد

1⃣ تشخیص بیماری محصول
Plant-Disease-Detection

Plant Disease Detection is one of the mind boggling issue that exits when we talk about using Technology in Agriculture.Although researches has been done to detect weather a plant is healthy or diseased using Deep Learning and with the help of Neural Network, new techniquies are still being discovered.

Here is my approach for Detecting weather a plant leaf is healthy or unhealthy by utilising classical Machine Learning Algorithm , Pre-processing the data using Image Processing.
https://github.com/mehra-deepak/Plant-Disease-Detection

2⃣ پیش بینی تقاضای کالای فروشگاه
Store-Item-Demand-Forecasting-Challenge
https://github.com/jhihan/Store-Item-Demand-Forecasting-Challenge

3⃣ تشخیص ژست انسان
Human Pose Detection : Real-time multi-person keypoint detection library for body, face, hands, and foot
https://github.com/CMU-Perceptual-Computing-Lab/openpose estimation

4⃣ دستیار تایپ
Typing-Assistant  Typing Assistant provides the ability to autocomplete words and suggests predictions for the next word. This makes typing faster, more intelligent and reduces effort.
https://github.com/starlordvk/Typing-Assistant

5⃣ تشخیص سرطان سینه
Breast-Cancer-Detection-using-Deep-Learning  Experiments to show the usage of deep learning to detect breast cancer from breast histopathology images
https://github.com/sayakpaul/Breast-Cancer-Detection-using-Deep-Learning

6⃣ تشخیص جنسیت از روی صدا
gender-recognition-by-voice  Identify a voice as male or female.
https://github.com/PrathamSolanki/gender-recognition-by-voice



🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

4 Free AI Certifications for Developers

1. Intro to AI Ethics
https://kaggle.com/learn/intro-to-ai-ethics

2. AI matters
https://open.edu/openlearn/education-development/ai-matters/content-section-overview

3. Elements of AI
https://course.elementsofai.com

4. Ethics of AI
https://ethics-of-ai.mooc.fi

#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

7 دوره رایگان Google که در سال 2024 منتشر شده
مشاهده این دوره ها برای ارتقای مهارت ها در حوزه هوش‌مصنوعی توصیه میشه

1. Introduction to Generative AI

This course uses Google Tools to help you create your own Gen AI apps.

It takes about 45 minutes to complete.

You'll receive a Free Badge Certificate when you finish.

Course Link: https://cloudskillsboost.google/course_templates/536

2. Generative AI Fundamentals

Complete the following courses to earn a skill badge:

✔️Introduction to Gen AI
✔️Introduction to LLMs

After completing the courses, pass the final quiz to show your understanding of foundational concepts in generative AI.

Course Link: https://cloudskillsboost.google/course_templates/556

3. Introduction to Responsible AI

This microlearning course provides an overview:

✔️Explains responsible AI.
✔️Describes how Google implements it in products.
✔️Introduces Google’s 7 AI principles.

Course Link: https://cloudskillsboost.google/course_templates/554

4. Introduction to Large Language Models

This microlearning course covers the basics:

✔️What large language models (LLM) are.
✔️Use cases for LLMs.
✔️Enhancing LLM performance with prompt tuning.

Course Link: https://cloudskillsboost.google/course_templates/539

5. Introduction to Image Generation:

Learn about diffusion models and their training and deployment on Vertex AI:

✔️Understand how diffusion models function.
✔️Explore advancements like text-to-image.

Course Link: https://cloudskillsboost.google/course_templates/541

6. Encoder-Decoder Architecture:

✔️Explore the encoder-decoder architecture, a robust approach for sequence-to-sequence tasks:

✔️Discover how to build your encoder-decoder model in Keras.

Course Link: https://cloudskillsboost.google/course_templates/543

7. Attention Mechanism:

✔️Delve into the attention mechanism, a pivotal technique enabling neural networks to concentrate on specific parts of input sequences.

Key Objectives:

✔️Grasp the concept and functionality of attention.

Course Link: https://cloudskillsboost.google/course_templates/537


#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

Collection of Free Courses to Learn Data Science, Data Engineering, Machine Learning, MLOps, and LLMOps

Begin your data professional journey from the basics of statistics to building a production-grade AI application.

https://www.kdnuggets.com/collection-of-free-courses-to-learn-data-science-data-engineering-machine-learning-mlops-and-llmops


#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

How to use Python in Excel - Beginner Tutorial

Learn AI Without Leaving Google Colab!

Learn the Technical Aspects of AI and ML in the Easiest Way Possible

Course Deatils

Language: English

Price: Free

https://www.udemy.com/course/learn-ai-without-leaving-google-colab/


#یودمی
#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله

𝐋𝐞𝐚𝐫𝐧 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐰𝐢𝐭𝐡 𝐅𝐑𝐄𝐄 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐜𝐨𝐮𝐫𝐬𝐞𝐬 𝐢𝐧 𝟐𝟎𝟐𝟒:

1. Python
🔗https://t.co/Wx2yIEHKiO

2. SQL
🔗https://t.co/mmvXAD4NBE

3. R
🔗https://t.co/yuJDLDlKbe

4. Excel
🔗https://t.co/AgbFfpdqoM

5. PowerBI
🔗https://t.co/4dSvrYYCVm

6. Tableau
🔗https://t.co/jtpTMAGYmB

7. Mathematics & Statistics
🔗https://t.co/Bvh7jQKRJz

8. Probability
🔗https://t.co/jgVTp8gXsq

9. Data Analysis
🔗https://t.co/8813rLTsTK

10. Data Visualization
🔗https://t.co/2J6xV2AFIP

📌Here are the best FREE Data Science books. 👇🏻

🔷 Dive into Deep Learning: https://t.co/v9wqaDhe6e

🔷 Deep Learning: https://t.co/Hc57trMLf2

🔷 Interpretable Machine Learning: https://t.co/xA7CtzLhKw

🔷 Machine Learning Yearning: https://t.co/YEKKffKJnx

🔷 Mathematics for Machine Learning: https://t.co/8grb0aIbU9

🔷 An Introduction to Statistical Learning: https://t.co/Olm30kHQLL



#Free_course


🌐 کانال مدیریت پیشرفته هوش مصنوعی ایران | بله