Christian on Instagram: "10 tech/AI certificates to do instead of scrolling 1. Elements of AI (University of Helsinki) 2. Kaggle Learn: Python 3. Kaggle Learn: Intro to Machine Learning 4. Getting Started with Artificial Intelligence (IBM SkillsBuild) 5. Introduction to Cybersecurity (Cisco Networking Academy) 6. Responsive Web Design Certification (freeCodeCamp) 7. Data Analysis with Python Certification (freeCodeCamp) 8. Machine Learning with Python Certification (freeCodeCamp) 9. Classify Ima
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Instagramchrispathway
Christian on Instagram: "10 tech/AI certificates to do instead of scrolling 1. Elements of AI (University of Helsinki) 2. Kaggle Learn: Python 3. Kaggle Learn: Intro to Machine Learning 4.
4,870 likes, 63 comments - chrispathway on February 19, 2026: "10 tech/AI certificates to do instead of scrolling1. Elements of AI (University of Helsinki)2. Kaggle Learn: Python 3. Kaggle Learn: Intro to Machine Learning4. Getting Started with Artificial Intelligence (IBM SkillsBuild)5. Introduction to Cybersecurity (Cisco Networking Academy)6 ...
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Machine Learning Basics
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Tishant Agrawal on Instagram: "πŸš€ Your 3-Month AI/ML Roadmap to go from Zero β†’ Job Ready! πŸ€–βœ¨ πŸ“Œ Month 1: Foundations β€’ Python (NumPy, Pandas, Matplotlib) β€’ Math for ML (Linear Algebra, Probability, Statistics) β€’ Intro to Machine Learning πŸ“Œ Month 2: Core ML β€’ Supervised vs Unsupervised Learning β€’ Regression, Classification, Clustering β€’ Scikit-learn Projects (Spam Classifier, House Price Prediction) πŸ“Œ Month 3: Advanced AI + Projects β€’ Deep Learning (Neural Nets, CNNs, RNNs) β€’ Natural Language
Tishant Agrawal on Instagram: "πŸš€ Your 3-Month AI/ML Roadmap to go from Zero β†’ Job Ready! πŸ€–βœ¨ πŸ“Œ Month 1: Foundations β€’ Python (NumPy, Pandas, Matplotlib) β€’ Math for ML (Linear Algebra, Probability, Statistics) β€’ Intro to Machine Learning πŸ“Œ Month 2: Core ML β€’ Supervised vs Unsupervised Learning β€’ Regression, Classification, Clustering β€’ Scikit-learn Projects (Spam Classifier, House Price Prediction) πŸ“Œ Month 3: Advanced AI + Projects β€’ Deep Learning (Neural Nets, CNNs, RNNs) β€’ Natural Language
Instagrampluto.careers
440.3K views10 months ago
Heena kouser on Instagram: "Here are some free courses from Google which will add huge value to your resume 1️⃣ Free python course 2️⃣ Intro to machine learning: 3️⃣ Intermediate machine learning: 4️⃣ Intro to deep learning: 5️⃣ Computer vision: Comment β€œgoogle” for direct link"
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Heena kouser on Instagram: "Here are some free courses from Google which will add huge value to your resume 1️⃣ Free python course 2️⃣ Intro to machine learning: 3️⃣ Intermediate machine learning: 4️⃣ Intro to deep learning: 5️⃣ Computer vision: Comment β€œgoogle” for direct link"
Instagramheenakouser.ai
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Nick Amato on Instagram: "Free courses to learn Data Science 😎 It can be tricky to first get started on your data science journey. With this entirely free course, you can learn to use Python for data science step by step. Beginning with the basics of Python, you’ll work all the way up to machine learning! This website also has LOADS of free datasets to practice your skills on. Follow for more free coding resources βœ… #code #coding #tech #learntocode #data"
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Nick Amato on Instagram: "Free courses to learn Data Science 😎 It can be tricky to first get started on your data science journey. With this entirely free course, you can learn to use Python for data science step by step. Beginning with the basics of Python, you’ll work all the way up to machine learning! This website also has LOADS of free datasets to practice your skills on. Follow for more free coding resources βœ… #code #coding #tech #learntocode #data"
Instagramsoftwarewithnick
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Machine Learning Projects
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Tishant Agrawal on Instagram: "πŸš€ Your 3-Month AI/ML Roadmap to go from Zero β†’ Job Ready! πŸ€–βœ¨ πŸ“Œ Month 1: Foundations β€’ Python (NumPy, Pandas, Matplotlib) β€’ Math for ML (Linear Algebra, Probability, Statistics) β€’ Intro to Machine Learning πŸ“Œ Month 2: Core ML β€’ Supervised vs Unsupervised Learning β€’ Regression, Classification, Clustering β€’ Scikit-learn Projects (Spam Classifier, House Price Prediction) πŸ“Œ Month 3: Advanced AI + Projects β€’ Deep Learning (Neural Nets, CNNs, RNNs) β€’ Natural Language
Tishant Agrawal on Instagram: "πŸš€ Your 3-Month AI/ML Roadmap to go from Zero β†’ Job Ready! πŸ€–βœ¨ πŸ“Œ Month 1: Foundations β€’ Python (NumPy, Pandas, Matplotlib) β€’ Math for ML (Linear Algebra, Probability, Statistics) β€’ Intro to Machine Learning πŸ“Œ Month 2: Core ML β€’ Supervised vs Unsupervised Learning β€’ Regression, Classification, Clustering β€’ Scikit-learn Projects (Spam Classifier, House Price Prediction) πŸ“Œ Month 3: Advanced AI + Projects β€’ Deep Learning (Neural Nets, CNNs, RNNs) β€’ Natural Language
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Instagrampluto.careers
Heena kouser on Instagram: "Here are some free courses from Google which will add huge value to your resume 1️⃣ Free python course 2️⃣ Intro to machine learning: 3️⃣ Intermediate machine learning: 4️⃣ Intro to deep learning: 5️⃣ Computer vision: Comment β€œgoogle” for direct link"
0:33
Heena kouser on Instagram: "Here are some free courses from Google which will add huge value to your resume 1️⃣ Free python course 2️⃣ Intro to machine learning: 3️⃣ Intermediate machine learning: 4️⃣ Intro to deep learning: 5️⃣ Computer vision: Comment β€œgoogle” for direct link"
108.4K viewsMar 14, 2024
Instagramheenakouser.ai
Nick Amato on Instagram: "Free courses to learn Data Science 😎 It can be tricky to first get started on your data science journey. With this entirely free course, you can learn to use Python for data science step by step. Beginning with the basics of Python, you’ll work all the way up to machine learning! This website also has LOADS of free datasets to practice your skills on. Follow for more free coding resources βœ… #code #coding #tech #learntocode #data"
0:35
Nick Amato on Instagram: "Free courses to learn Data Science 😎 It can be tricky to first get started on your data science journey. With this entirely free course, you can learn to use Python for data science step by step. Beginning with the basics of Python, you’ll work all the way up to machine learning! This website also has LOADS of free datasets to practice your skills on. Follow for more free coding resources βœ… #code #coding #tech #learntocode #data"
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Instagramsoftwarewithnick
Tishant Agrawal on Instagram: "πŸš€ Your 3-Month AI/ML Roadmap to go from Zero β†’ Job Ready! πŸ€–βœ¨ πŸ“Œ Month 1: Foundations β€’ Python (NumPy, Pandas, Matplotlib) β€’ Math for ML (Linear Algebra, Probability, Statistics) β€’ Intro to Machine Learning πŸ“Œ Month 2: Core ML β€’ Supervised vs Unsupervised Learning β€’ Regression, Classification, Clustering β€’ Scikit-learn Projects (Spam Classifier, House Price Prediction) πŸ“Œ Month 3: Advanced AI + Projects β€’ Deep Learning (Neural Nets, CNNs, RNNs) β€’ Natural Language
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Tishant Agrawal on Instagram: "πŸš€ Your 3-Month AI/ML Roadmap to go from Zero β†’ Job Ready! πŸ€–βœ¨ πŸ“Œ Month 1: Foundations β€’ Python (NumPy, Pandas, Matplotlib) β€’ Math for ML (Linear Algebra, Probability, Statistics) β€’ Intro to Machine Learning πŸ“Œ Month 2: Core ML β€’ Supervised vs Unsupervised Learning β€’ Regression, Classification, Clustering β€’ Scikit-learn Projects (Spam Classifier, House Price Prediction) πŸ“Œ Month 3: Advanced AI + Projects β€’ Deep Learning (Neural Nets, CNNs, RNNs) β€’ Natural Language
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Instagrampluto.careers
Deepak Jose | Data Science & Gen AI on Instagram: "πŸŽ“Want to level up your AI & tech skills without spending a dime? Here are 10 industry-recognized certifications you can earn for FREE: βœ… Microsoft - Career Essentials in Generative AI β†’ LinkedIn Learning βœ… University of Helsinki - Elements of AI β†’ https://www.elementsofai.com βœ… Google Cloud - Introduction to Generative AI β†’ Google Cloud Skills Boost βœ… Harvard University - CS50's Introduction to AI with Python β†’ https://cs50.harvard.edu/ai βœ… Kag
Deepak Jose | Data Science & Gen AI on Instagram: "πŸŽ“Want to level up your AI & tech skills without spending a dime? Here are 10 industry-recognized certifications you can earn for FREE: βœ… Microsoft - Career Essentials in Generative AI β†’ LinkedIn Learning βœ… University of Helsinki - Elements of AI β†’ https://www.elementsofai.com βœ… Google Cloud - Introduction to Generative AI β†’ Google Cloud Skills Boost βœ… Harvard University - CS50's Introduction to AI with Python β†’ https://cs50.harvard.edu/ai βœ… Kag
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Instagramdatasciencebrain
Deepak Jose | Data Science & Gen AI on Instagram: "MIT is offering AI & ML BOOKS β€” ABSOLUTELY FREE πŸ”₯πŸ“š πŸ’‘ Save this post | Share with your ML friends 1️⃣ Foundations of Machine Learning πŸ”— https://cs.nyu.edu/~mohri/mlbook/ 2️⃣ Understanding Deep Learning πŸ”— https://udlbook.github.io/udlbook/ 3️⃣ Introduction to Machine Learning Systems πŸ”— http://mlsysbook.ai/assets/downloads/Machine-Learning-Systems.pdf 4️⃣ Algorithms for Machine Learning πŸ”— https://algorithmsbook.com 5️⃣ Deep Learning πŸ”— http:
0:08
Deepak Jose | Data Science & Gen AI on Instagram: "MIT is offering AI & ML BOOKS β€” ABSOLUTELY FREE πŸ”₯πŸ“š πŸ’‘ Save this post | Share with your ML friends 1️⃣ Foundations of Machine Learning πŸ”— https://cs.nyu.edu/~mohri/mlbook/ 2️⃣ Understanding Deep Learning πŸ”— https://udlbook.github.io/udlbook/ 3️⃣ Introduction to Machine Learning Systems πŸ”— http://mlsysbook.ai/assets/downloads/Machine-Learning-Systems.pdf 4️⃣ Algorithms for Machine Learning πŸ”— https://algorithmsbook.com 5️⃣ Deep Learning πŸ”— http:
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Instagramdatasciencebrain
BITS Pilani Digital on Instagram: "In this episode of FAQs with Nayan, he explains the tools and technologies you’ll work with hands-on during the Master of Science in Data Science and AI program. From Python and core data science libraries to machine learning frameworks, big data platforms, cloud workflows, and visualisation tools, these are the same technologies used by leading data and AI teams today. Visit the link in bio to know more! πŸŽ₯ (BITS Pilani Digital, Online Education, FAQs, Excelle
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BITS Pilani Digital on Instagram: "In this episode of FAQs with Nayan, he explains the tools and technologies you’ll work with hands-on during the Master of Science in Data Science and AI program. From Python and core data science libraries to machine learning frameworks, big data platforms, cloud workflows, and visualisation tools, these are the same technologies used by leading data and AI teams today. Visit the link in bio to know more! πŸŽ₯ (BITS Pilani Digital, Online Education, FAQs, Excelle
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Instagrambitspilani.digital
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Mariana Antaya on Instagram: "This can be the start of your ML journey :) part 2 is coming soon to learn how to visualize and understand the results and output #machinelearning #ai"
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Instagrammar_antaya
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Daily AI Information on Instagram: "AI didn’t arrive all at once it evolved. From simple rule-based systems to machine learning, and now models that reason, create, and adapt in real time, each phase has built on the last. What feels like an overnight breakthrough is really decades of iteration, data, and compute coming together. This isn’t the end of the story. It’s the acceleration point And the next chapter is being written now. Follow for more @dailyaiinformation #AI #ArtificialIntelligence
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Instagramdailyaiinformation
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@sunill.ai on Instagram: "πŸ€– Stop paying thousands for AI courses! I’m officially launching a brand-new Free AI Learning Series to help you master Artificial Intelligence in 2026β€”without spending a single rupee. From Generative AI and Prompt Engineering to Machine Learning secrets from Google, Microsoft, and Harvard, I’ll be breaking down the best resources you can access for free right now. πŸŽ“ Future-proof your career, earn prestigious certifications, and gain high-income skills that actually m
141 views5 months ago
Instagramsunill.ai
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Future University in Egypt on Instagram: "Future Minds in Action The Faculty of Computers and Information Technology (FCIT) at Future University in Egypt successfully hosted the Future Minds: AI Learning Workshop, welcoming school students aged 10–20 to explore the exciting world of Artificial Intelligence through hands-on learning and interactive experiences. From AI fundamentals and prompt engineering to machine learning workflows, AI ethics, and practical projects- the day was filled with cur
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Instagramfue_egypt
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mel ⋆ Λšο½‘β‹† engineer on Instagram: "Here are some projects…. You can work on this summer: ➀ PID Temp Control with Arduino Work with a pre-built temperature lab to collect data, build a transfer function, tune a PID controller with Matlab/Simulink, and run hardware-in-the-loop testing. ➀ Watch it on Brian Douglas (YouTube) ➀ Predict House Prices with Python Train a basic neural network using Keras to predict house prices. It’s a great intro to machine learning and working with real datasets. ➀ Guid
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Instagramengineersteatime
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DeepRag.AI on Instagram: "The math behind PCA is pure linear algebra. πŸ“πŸ§  Principal Component Analysis works by re-expressing data in a new coordinate system where the axes are chosen mathematically, not intuitively. First, the data is mean-centered so variance is measured correctly. Next, PCA computes the covariance matrix, which captures how features vary together. From there, PCA performs an eigenvalue decomposition (or Singular Value Decomposition) to find: β€’ Eigenvectors β†’ the principal di
150.1K views5 months ago
Instagramdeeprag.ai
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Python β€’ SQL β€’ Programming - 350kπŸ”’ on Instagram: "Read Caption πŸ‘‡ Save πŸš€| Share πŸ”„ | Follow @codinginpy for more informative content. Use Web version of Instagram to copy the links or alternatively you can check bio for Links πŸ–‡οΈ Python https://www.kaggle.com/learn/python Pandas https://www.kaggle.com/learn/pandas Data visualization https://www.kaggle.com/learn/data-visualization Intro to sql https://www.kaggle.com/learn/intro-to-sql Advanced Sql https://www.kaggle.com/learn/advanced-sql Intro
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Instagramcodinginpy
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Deepak Jose | Data Science & Gen AI on Instagram: "πŸ†FREE Data Analysis CertificationsπŸ† Before you read further, please like this reelπŸ’—, save it for futureπŸ”Ά & share it with the needy⚑& πŸ†Follow @datasciencebrain for more such resources. ❯ Python https://cs50.harvard.edu/python/2022/ ❯ SQL https://www.scaler.com/topics/course/dbms/ ❯ Excel https://www.simplilearn.com/learn-business-analytics-excel-fundamentals-skillup ❯ PowerBI https://learn.microsoft.com/en-us/collections/m14nt4rdwnwp04 ❯ R h
527.6K viewsMar 7, 2024
Instagramdatasciencebrain
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Codestocareer on Instagram: "Computers Science Students should save this πŸš€ __ πŸ‘‡πŸ» Courses βœ… UI UX Design βœ… Machine Learning βœ… Data Science βœ… Python βœ… Cybersecurity βœ… Artificial Intelligence ___ Share With your Coding Buddies πŸš€ .. Follow & Comment to get the link 🎯 .. .. .. #coding #codinglife #careergrowth #codingisfun #softwareengineer #softwareengineer #explorepage✨ #foryou #python #artificalintelligence #cybersecurity #uiux #datascience #machinelearning #growth #skills #learning"
42.7K views8 months ago
Instagramcodestocareer
1:35
Stanford University on Instagram: "Meet Pupper, an AI-powered robot dog built from scratch πŸ€– Students in CS 123: A Hands-On Introduction to Building AI-Enabled Robots are mastering the full spectrum of robotics – from motor control to machine learning. Now in its third year, the course has students build and enhance a quadruped robot named Pupper, programming it to walk, navigate, respond to human commands, and perform a specialized task showcased during final presentations. Story at the link i
78.6K viewsJul 9, 2025
Instagramstanford
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Deepak Jose | Data Science & Gen AI on Instagram: "πŸŽ“ Learn Data Science for Free from Stanford, Harvard & MIT β€’ MIT 6.0001 – Intro to CS & Programming in Python β€’ HarvardX Data Science: R Basics β€’ MIT 18.06 – Linear Algebra β€’ Harvard STAT 110 – Probability β€’ Harvard CS109 – Data Science β€’ UC Berkeley Data 100 – Data Science Principles & Techniques β€’ Stanford CS229 – Machine Learning β€’ Stanford CS230 – Deep Learning β€’ MIT 6.S191 – Introduction to Deep Learning β€’ MIT 6.036 – Introduction to Machi
37.1K viewsApr 24, 2025
Instagramdatasciencebrain
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Nilesh Hadalgi | Techie Programmer on Instagram: "Ai roadmap / day 9/30 1. Understanding the Basics of AI - Introduction to Artificial Intelligence - Definition and history of AI - Types of AI (Narrow vs General) - Introduction to Machine Learning - Supervised Learning - Unsupervised Learning - Reinforcement Learning - Introduction to Deep Learning - Neural Networks - Deep Learning Frameworks (TensorFlow, PyTorch) 2. Mathematics for AI - Linear Algebra - Vectors and Matrices - Eigenvalues and Ei
82.4K viewsApr 29, 2024
Instagramtechie_programmer
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