Applied Machine Learning in Python: a Hands-on Guide with Code 🧠
🚀 Exciting news! free, online e-book has been updated with fresh theory 📕 , detailed illustrations 🎨 , well-documented demos 📝 , links to YouTube lectures 🎥, and interactive dashboards 📊 !
Each chapter is downloadable📥 , making it easy for you to dive in, learn, and complete your #DataScience projects efficiently! 🧑💻
Explore it now: https://geostatsguy.github.io/MachineLearningDemos_Book/intro.html
#DeepLearning #Python #MachineLearning #AI #DataAnalytics #TechEducation #FreeLearning #Ebook #DataVisualization #Coding #STEM #TechCommunity #LearnToCode
https://t.me/CodeProgrammer
Each chapter is downloadable
Explore it now: https://geostatsguy.github.io/MachineLearningDemos_Book/intro.html
#DeepLearning #Python #MachineLearning #AI #DataAnalytics #TechEducation #FreeLearning #Ebook #DataVisualization #Coding #STEM #TechCommunity #LearnToCode
https://t.me/CodeProgrammer
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🌟 Dive into the world of Transformers and Self-Attention with one of YouTube's best-kept secrets! 🧠✨ Nobody breaks down complex AI concepts like Professor Bryce – his passion for teaching and dedication to clarity make every lesson unforgettable. 💡📚
Whether you're an AI enthusiast, a machine learning student, or just curious about cutting-edge tech, this video is a *must-watch*. Get ready to level up your understanding of how Transformers work in the most engaging way possible! 🚀
🔗 Watch here: YouTube Video
#AI #MachineLearning #DeepLearning #Transformers #SelfAttention #ArtificialIntelligence #TechEducation #LearnAI
https://t.me/CodeProgrammer
Whether you're an AI enthusiast, a machine learning student, or just curious about cutting-edge tech, this video is a *must-watch*. Get ready to level up your understanding of how Transformers work in the most engaging way possible! 🚀
🔗 Watch here: YouTube Video
#AI #MachineLearning #DeepLearning #Transformers #SelfAttention #ArtificialIntelligence #TechEducation #LearnAI
https://t.me/CodeProgrammer
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Free Certification Courses to Learn Data Analytics in 2025:
1. Python
🔗 https://imp.i384100.net/5gmXXo
2. SQL
🔗 https://edx.org/learn/relational-databases/stanford-university-databases-relational-databases-and-sql
3. Statistics and R
🔗 https://edx.org/learn/r-programming/harvard-university-statistics-and-r
4. Data Science: R Basics
🔗https://edx.org/learn/r-programming/harvard-university-data-science-r-basics
5. Excel and PowerBI
🔗 https://learn.microsoft.com/en-gb/training/paths/modern-analytics/
6. Data Science: Visualization
🔗https://edx.org/learn/data-visualization/harvard-university-data-science-visualization
7. Data Science: Machine Learning
🔗https://edx.org/learn/machine-learning/harvard-university-data-science-machine-learning
8. R
🔗https://imp.i384100.net/rQqomy
9. Tableau
🔗https://imp.i384100.net/MmW9b3
10. PowerBI
🔗 https://lnkd.in/dpmnthEA
11. Data Science: Productivity Tools
🔗 https://lnkd.in/dGhPYg6N
12. Data Science: Probability
🔗https://mygreatlearning.com/academy/learn-for-free/courses/probability-for-data-science
13. Mathematics
🔗http://matlabacademy.mathworks.com
14. Statistics
🔗 https://lnkd.in/df6qksMB
15. Data Visualization
🔗https://imp.i384100.net/k0X6vx
16. Machine Learning
🔗 https://imp.i384100.net/nLbkN9
17. Deep Learning
🔗 https://imp.i384100.net/R5aPOR
18. Data Science: Linear Regression
🔗https://pll.harvard.edu/course/data-science-linear-regression/2023-10
19. Data Science: Wrangling
🔗https://edx.org/learn/data-science/harvard-university-data-science-wrangling
20. Linear Algebra
🔗 https://pll.harvard.edu/course/data-analysis-life-sciences-2-introduction-linear-models-and-matrix-algebra
21. Probability
🔗 https://pll.harvard.edu/course/data-science-probability
22. Introduction to Linear Models and Matrix Algebra
🔗https://edx.org/learn/linear-algebra/harvard-university-introduction-to-linear-models-and-matrix-algebra
23. Data Science: Capstone
🔗 https://edx.org/learn/data-science/harvard-university-data-science-capstone
24. Data Analysis
🔗 https://pll.harvard.edu/course/data-analysis-life-sciences-4-high-dimensional-data-analysis
25. IBM Data Science Professional Certificate
https://imp.i384100.net/9gxbbY
26. Neural Networks and Deep Learning
https://imp.i384100.net/DKrLn2
27. Supervised Machine Learning: Regression and Classification
https://imp.i384100.net/g1KJEA
#DataAnalytics #Python #SQL #RProgramming #DataScience #MachineLearning #DeepLearning #Statistics #DataVisualization #PowerBI #Tableau #LinearRegression #Probability #DataWrangling #Excel #AI #ArtificialIntelligence #BigData #DataAnalysis #NeuralNetworks #SupervisedLearning #IBMDataScience #FreeCourses #Certification #LearnDataScience
https://t.me/CodeProgrammer✈️
1. Python
🔗 https://imp.i384100.net/5gmXXo
2. SQL
🔗 https://edx.org/learn/relational-databases/stanford-university-databases-relational-databases-and-sql
3. Statistics and R
🔗 https://edx.org/learn/r-programming/harvard-university-statistics-and-r
4. Data Science: R Basics
🔗https://edx.org/learn/r-programming/harvard-university-data-science-r-basics
5. Excel and PowerBI
🔗 https://learn.microsoft.com/en-gb/training/paths/modern-analytics/
6. Data Science: Visualization
🔗https://edx.org/learn/data-visualization/harvard-university-data-science-visualization
7. Data Science: Machine Learning
🔗https://edx.org/learn/machine-learning/harvard-university-data-science-machine-learning
8. R
🔗https://imp.i384100.net/rQqomy
9. Tableau
🔗https://imp.i384100.net/MmW9b3
10. PowerBI
🔗 https://lnkd.in/dpmnthEA
11. Data Science: Productivity Tools
🔗 https://lnkd.in/dGhPYg6N
12. Data Science: Probability
🔗https://mygreatlearning.com/academy/learn-for-free/courses/probability-for-data-science
13. Mathematics
🔗http://matlabacademy.mathworks.com
14. Statistics
🔗 https://lnkd.in/df6qksMB
15. Data Visualization
🔗https://imp.i384100.net/k0X6vx
16. Machine Learning
🔗 https://imp.i384100.net/nLbkN9
17. Deep Learning
🔗 https://imp.i384100.net/R5aPOR
18. Data Science: Linear Regression
🔗https://pll.harvard.edu/course/data-science-linear-regression/2023-10
19. Data Science: Wrangling
🔗https://edx.org/learn/data-science/harvard-university-data-science-wrangling
20. Linear Algebra
🔗 https://pll.harvard.edu/course/data-analysis-life-sciences-2-introduction-linear-models-and-matrix-algebra
21. Probability
🔗 https://pll.harvard.edu/course/data-science-probability
22. Introduction to Linear Models and Matrix Algebra
🔗https://edx.org/learn/linear-algebra/harvard-university-introduction-to-linear-models-and-matrix-algebra
23. Data Science: Capstone
🔗 https://edx.org/learn/data-science/harvard-university-data-science-capstone
24. Data Analysis
🔗 https://pll.harvard.edu/course/data-analysis-life-sciences-4-high-dimensional-data-analysis
25. IBM Data Science Professional Certificate
https://imp.i384100.net/9gxbbY
26. Neural Networks and Deep Learning
https://imp.i384100.net/DKrLn2
27. Supervised Machine Learning: Regression and Classification
https://imp.i384100.net/g1KJEA
#DataAnalytics #Python #SQL #RProgramming #DataScience #MachineLearning #DeepLearning #Statistics #DataVisualization #PowerBI #Tableau #LinearRegression #Probability #DataWrangling #Excel #AI #ArtificialIntelligence #BigData #DataAnalysis #NeuralNetworks #SupervisedLearning #IBMDataScience #FreeCourses #Certification #LearnDataScience
https://t.me/CodeProgrammer
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The Big Book of Large Language Models by Damien Benveniste
✅ Chapters:
1⃣ Introduction
🔢 Language Models Before Transformers
🔢 Attention Is All You Need: The Original Transformer Architecture
🔢 A More Modern Approach To The Transformer Architecture
🔢 Multi-modal Large Language Models
🔢 Transformers Beyond Language Models
🔢 Non-Transformer Language Models
🔢 How LLMs Generate Text
🔢 From Words To Tokens
1⃣ 0⃣ Training LLMs to Follow Instructions
1⃣ 1⃣ Scaling Model Training
1⃣ 🔢 Fine-Tuning LLMs
1⃣ 🔢 Deploying LLMs
Read it: https://book.theaiedge.io/
Read it: https://book.theaiedge.io/
#ArtificialIntelligence #AI #MachineLearning #LargeLanguageModels #LLMs #DeepLearning #NLP #NaturalLanguageProcessing #AIResearch #TechBooks #AIApplications #DataScience #FutureOfAI #AIEducation #LearnAI #TechInnovation #AIethics #GPT #BERT #T5 #AIBook #AIEnthusiast
https://t.me/CodeProgrammer
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👨🏻💻 If you want to become a data science professional, follow this path! I've prepared a complete roadmap with the best free resources where you can learn the essential skills in this field.
#ArtificialIntelligence #AI #MachineLearning #LargeLanguageModels #LLMs #DeepLearning #NLP #NaturalLanguageProcessing #AIResearch #TechBooks #AIApplications #DataScience #FutureOfAI #AIEducation #LearnAI #TechInnovation #AIethics #GPT #BERT #T5 #AIBook #AIEnthusiast
https://t.me/CodeProgrammer
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Some people asked me about a resource for learning about Transformers.
Here's a good one I am sharing again -- it covers just about everything you need to know.
brandonrohrer.com/transformers
Amazing stuff. It's totally worth your weekend.
https://t.me/CodeProgrammer
Here's a good one I am sharing again -- it covers just about everything you need to know.
brandonrohrer.com/transformers
Amazing stuff. It's totally worth your weekend.
#Transformers #DeepLearning #NLP #AI #MachineLearning #SelfAttention #DataScience #Technology #Python #LearningResource
https://t.me/CodeProgrammer
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🚀 EXCITING UPDATE ALERT 🚀
A brand-new, FREE course on LLM evaluations has just been launched in collaboration with Elvis Saravia! Dive into the world of AI model assessments and elevate your skills with cutting-edge insights.
📚 What’s Included?
- ⚖️ In-depth coverage of LLM-as-a-judge metrics, LLM unit testing, monitoring, and beyond
- 🤖 Hands-on experience with real-world projects, such as building a YouTube search agent
- 🎉 Access to open-source models via LiteLLM
Whether you're an AI enthusiast, developer, or researcher, this course is designed to empower you with practical knowledge and tools. Don’t miss out—enroll now to secure your spot! 👇
https://www.comet.com/site/llm-course/
A brand-new, FREE course on LLM evaluations has just been launched in collaboration with Elvis Saravia! Dive into the world of AI model assessments and elevate your skills with cutting-edge insights.
📚 What’s Included?
- ⚖️ In-depth coverage of LLM-as-a-judge metrics, LLM unit testing, monitoring, and beyond
- 🤖 Hands-on experience with real-world projects, such as building a YouTube search agent
- 🎉 Access to open-source models via LiteLLM
Whether you're an AI enthusiast, developer, or researcher, this course is designed to empower you with practical knowledge and tools. Don’t miss out—enroll now to secure your spot! 👇
https://www.comet.com/site/llm-course/
#AI #MachineLearning #LLM #OpenSource #FreeCourse #TechEducation #DataScience #ArtificialIntelligence #LearnAI #LiteLLM #ElvisSaravia
https://t.me/CodeProgrammer
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MIT's "Machine Learning" lecture notes
PDF: https://introml.mit.edu/_static/spring24/LectureNotes/6_390_lecture_notes_spring24.pdf
PDF: https://introml.mit.edu/_static/spring24/LectureNotes/6_390_lecture_notes_spring24.pdf
#DataAnalytics #Python #SQL #RProgramming #DataScience #MachineLearning #DeepLearning #Statistics #DataVisualization #PowerBI #Tableau #LinearRegression #Probability #DataWrangling #Excel #AI #ArtificialIntelligence #BigData #DataAnalysis #NeuralNetworks #SupervisedLearning #IBMDataScience #FreeCourses #Certification #LearnDataScience
https://t.me/CodeProgrammer✈️
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Practical Deep Learning
A free course designed for people with some coding experience, who want to learn how to apply deep learning and machine learning to practical problems.
New!
Enroll Free: https://course.fast.ai/
A free course designed for people with some coding experience, who want to learn how to apply deep learning and machine learning to practical problems.
New!
Enroll Free: https://course.fast.ai/
#DeepLearning #MachineLearning #FreeCourse #CodingSkills #AI #ArtificialIntelligence #PracticalAI #TechEducation #LearnToCode #DataScience #NeuralNetworks #PythonProgramming #TechInnovation #SelfPacedLearning #FutureSkills
https://t.me/CodeProgrammer👩💻
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"Introduction to Applied Linear Algebra" by S. Boyd (Stanford) & L. Vandenberghe (UCLA)
📘 Freely available at: https://web.stanford.edu/~boyd/vmls/
📽 Lecture Videos at: https://youtube.com/playlist?list=PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9
📘 Freely available at: https://web.stanford.edu/~boyd/vmls/
📽 Lecture Videos at: https://youtube.com/playlist?list=PLoROMvodv4rMz-WbFQtNUsUElIh2cPmN9
#DataAnalytics #Python #SQL #RProgramming #DataScience #MachineLearning #DeepLearning #Statistics #DataVisualization #PowerBI #Tableau #LinearRegression #Probability #DataWrangling #Excel #AI #ArtificialIntelligence #BigData #DataAnalysis #NeuralNetworks #SupervisedLearning #IBMDataScience #FreeCourses #Certification #LearnDataScience
https://t.me/CodeProgrammer ✈️
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What is the biggest obstacle to your success in your academic and scientific career?
Anonymous Poll
40%
Poverty and lack of money
25%
Poor quality of education
46%
Laziness and procrastination
14%
Social, political and security problems
12%
Excessive desire (lust)
27%
Inability to concentrate
15%
Emotional problems
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Running a Neural Network Model in OpenCV
Many machine learning models have been developed, each with strengths and weaknesses. This catalog is not complete without neural network models. In OpenCV, you can use a neural network model developed using another framework. In this post, you will learn about the workflow of applying a neural network in OpenCV. Specifically, you will learn:
🏐 What OpenCV can use in its neural network model
🏐 How to prepare a neural network model for OpenCV
Read: https://machinelearningmastery.com/running-a-neural-network-model-in-opencv/
Many machine learning models have been developed, each with strengths and weaknesses. This catalog is not complete without neural network models. In OpenCV, you can use a neural network model developed using another framework. In this post, you will learn about the workflow of applying a neural network in OpenCV. Specifically, you will learn:
Read: https://machinelearningmastery.com/running-a-neural-network-model-in-opencv/
#NeuralNetworks #OpenCV #MachineLearning #AI #DeepLearning #ModelDeployment #ComputerVision #TechTutorials #DataScience #MLModels
https://t.me/CodeProgrammer
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Python, Bash and SQL Essentials for Data Engineering Specialization
What you'll learn
Develop #dataengineering solutions with a minimal and essential subset of the Python language and the Linux environment
Design scripts to connect and query a #SQL #database using #Python
Use a #scraping library in Python to read, identify and extract data from websites
Enroll Free: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke
https://t.me/CodeProgrammer
What you'll learn
Develop #dataengineering solutions with a minimal and essential subset of the Python language and the Linux environment
Design scripts to connect and query a #SQL #database using #Python
Use a #scraping library in Python to read, identify and extract data from websites
Enroll Free: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke
https://t.me/CodeProgrammer
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You should do something about your AI skills. Why not do it this week, when all our AI courses, tracks, certifications and projects are 100% FREE? 🚀
Swipe for a few suggestions on courses, then hurry up and pick your favorites!
🟢 is ticking:
🔗 Register Free: https://www.datacamp.com/campaign/free-ai-access-week-2025
Swipe for a few suggestions on courses, then hurry up and pick your favorites!
#DataAnalytics #Python #SQL #RProgramming #DataScience #MachineLearning #DeepLearning #Statistics #DataVisualization #PowerBI #Tableau #LinearRegression #Probability #DataWrangling #Excel #AI #ArtificialIntelligence #BigData #DataAnalysis #NeuralNetworks #SupervisedLearning #IBMDataScience #FreeCourses #Certification #LearnDataScience
https://t.me/CodeProgrammer✈️
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#DataAnalytics #Python #SQL #RProgramming #DataScience #MachineLearning #DeepLearning #Statistics #DataVisualization #PowerBI #Tableau #LinearRegression #Probability #DataWrangling #Excel #AI #ArtificialIntelligence #BigData #DataAnalysis #NeuralNetworks #SupervisedLearning #IBMDataScience #FreeCourses #Certification #LearnDataScience
https://t.me/CodeProgrammer🖥
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The Large Language Model Course
How to become an #LLM Scientist or Engineer from scratch
🖕 Read Free: https://towardsdatascience.com/the-large-language-model-course-b6663cd57ceb/
😱 Download Roadmap Hd: https://towardsdatascience.com/wp-content/uploads/2025/01/0VFFby0bpiwUeaELv.png
How to become an #LLM Scientist or Engineer from scratch
#DataAnalytics #Python #SQL #RProgramming #DataScience #MachineLearning #DeepLearning #Statistics #DataVisualization #PowerBI #Tableau #LinearRegression #Probability #DataWrangling #Excel #AI #ArtificialIntelligence #BigData #DataAnalysis #NeuralNetworks #SupervisedLearning #IBMDataScience #FreeCourses #Certification #LearnDataScience
https://t.me/CodeProgrammer🖥
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pandas for Data Science - Guide
In this learning path, you’ll get started with pandas and get to know the ins and outs of how you can use it to analyze data with Python.
pandas is a game-changer for #datascience and analytics, particularly if you came to #Python because you were searching for something more powerful than #Excel and #VBA. #pandas uses fast, flexible, and expressive data structures designed to make working with relational or labeled data both easy and intuitive.
Read: https://realpython.com/learning-paths/pandas-data-science/
https://t.me/CodeProgrammer
In this learning path, you’ll get started with pandas and get to know the ins and outs of how you can use it to analyze data with Python.
pandas is a game-changer for #datascience and analytics, particularly if you came to #Python because you were searching for something more powerful than #Excel and #VBA. #pandas uses fast, flexible, and expressive data structures designed to make working with relational or labeled data both easy and intuitive.
Read: https://realpython.com/learning-paths/pandas-data-science/
https://t.me/CodeProgrammer
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