Found 55 results for "tag:machine learning"

• (no title)

  https://mlexplained.blog/

  machine learning

• 15 Machine Learning Lessons I Wish I Knew Earlier

  https://www.youtube.com/watch?v=espQDESe07w

  15 Machine Learning Lessons I Wish I Knew EarlierIn this video, I will tell you 15 lessons I learned over the years that could have made my Machine Learning ...

  machine learning

• 17-445 Machine Learning in Production / AI Engineering

  https://mlip-cmu.github.io/s2025/

  machine learning

• 24 Best (and Free) Books To Understand Machine Learning - KDnuggets

  https://www.kdnuggets.com/2020/03/24-best-free-books-understand-machine-learning.html

  We have compiled a list of some of the best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field.

  machine learning

• 9 Free Harvard Courses to Learn Data Science - KDnuggets

  https://www.kdnuggets.com/2022/05/9-free-harvard-courses-learn-data-science-2022.html

  Learn Python programming, statistics, and machine learning online from one of the world’s top universities.

  machine learning

• A Beginner's Guide to Machine Learning Fundamentals | Udacity

  https://www.udacity.com/blog/2023/11/a-beginners-guide-to-machine-learning-fundamentals.html?utm_campaign=acq_100_2024-06-11_ndxxx_machine-learning-guide-2_global&utm_source=blueshift&utm_medium=email&utm_content=acq_100_2024-06-10_ndxxx_machine-learning-guide_global&bsft_txnid=598aff82-6491-4314-9028-1dff5490ff30&bsft_mime_type=html&bsft_lx=1&bsft_tv=27

  In this guide, we’ll cover fundamental concepts and definitions of the technology, how it works, frequently asked questions about the space, and how you can get involved in shaping it.

  machine learning

• Courses

  https://www.deeplearning.ai/courses/

  Discover the best courses to build a career in AI | By Andrew Ng | Whether you’re a beginner or an experienced practitioner our world-class curriculum and unique teaching methodology will guide you through every stage of your AI journey.

  machine learning

• Datta Lab Machine Learning Course | Blog

  https://lellep.xyz/blog/datta-lab-ml-course.html

  Slides and materials for my mini Machine Learning course at Princeton University’s Datta Lab.

  machine learning

• Evidently AI - ML system design: 200 case studies

  https://www.evidentlyai.com//ml-system-design?ml_recipient=92389183911363954&ml_link=92389182288168821&utm_source=newsletter&utm_medium=email&utm_term=2023-07-03&utm_campaign=+Data+Science+News+16+SoundStorm+Midjourney+v+5+2+50+robot+w+na+szczycie+ONZ+Kurs+Data+Science+od+IBM+MotionGPT

  How do top companies apply ML? We made a database of 200 case studies from 64 companies with practical ML use cases and learnings from designing ML systems.

  machine learning

• Free Crash Courses — Dave on Data

  https://www.daveondata.com/free-python-crash-courses

  machine learning

• GitHub - ageron/handson-ml3: A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

  https://github.com/ageron/handson-ml3

  A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2. - ageron/handson-ml3

  machine learning

• GitHub - jphall663/awesome-machine-learning-interpretability: A curated list of awesome responsible machine learning resources.

  https://github.com/jphall663/awesome-machine-learning-interpretability?ml_recipient=116500241825399932&ml_link=116500240245196179&utm_source=newsletter&utm_medium=email&utm_term=2024-04-17&utm_campaign=+Data+Science+News+50+Konferencja+NVIDIA+Apple+Google+Gemini+Neuralink+

  A curated list of awesome responsible machine learning resources. - jphall663/awesome-machine-learning-interpretability

  machine learning

• GitHub - rushter/MLAlgorithms: Minimal and clean examples of machine learning algorithms implementations

  https://github.com/rushter/MLAlgorithms

  Minimal and clean examples of machine learning algorithms implementations - GitHub - rushter/MLAlgorithms: Minimal and clean examples of machine learning algorithms implementations

  machine learning

• Gradio

  https://www.gradio.app/

  Build & Share Delightful Machine Learning Apps

  machine learning

• Gunnar Beck Nelson - YouTube

  https://www.youtube.com/@GChief117/playlists

  Athletics- Engineering - Academia Mission statement: FOCUS - LEARN - GROW Hello there! My name is Gunnar Beck Nelson (BS, MS, MRes). I focus on Computer Engineering/Science/Math/& Hard Science, motivational content.

  machine learning

• How I’d learn ML in 2024 (if I could start over)

  https://www.youtube.com/watch?v=gUmagAluXpk

  👇🏻 How I can help you 👇🏻——————————————👉🏻 Book a one-on-one callhttps://calendly.com/boris-meinardus/consultingIn this video, I share how I would learn ...

  machine learning

• I Learned Machine Learning in a Weekend - Guy Torbet

  https://torbet.co/articles/Weekend-Machine-Learning

  A portfolio of Guy Torbet. Updating the progress of projects and summarising key information from what I read online - hopefully providing value.

  machine learning

• Introduction - Machine Learning # 1

  https://www.youtube.com/watch?v=yeTAlrhdzhc

  Let's reach 100K subscribers 👉🏻 https://www.youtube.com/c/AhmadBazzi?sub_confirmation=1📚AboutThis is the first lecture of the series entitled “Machine Lea...

  machine learning

• Introduction to Machine Learning

  https://sebastianraschka.com/blog/2021/ml-course.html

  About half a year ago, I organized all my deep learning-related videos in a handy blog post to have everything in one place. Since many people liked this...

  machine learning

• Jay Alammar – Visualizing machine learning one concept at a time.

  http://jalammar.github.io/

  Visualizing machine learning one concept at a time.

  machine learning

• MITx: Machine Learning with Python: from Linear Models to Deep Learning. | edX

  https://www.edx.org/learn/machine-learning/massachusetts-institute-of-technology-machine-learning-with-python-from-linear-models-to-deep-learning

  An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in Statistics and Data Science.

  machine learning

• ML Zoomcamp: Free Machine Learning Engineering Course and Certification – DataTalks.Club

  https://datatalks.club/blog/machine-learning-zoomcamp.html

  Master machine learning and deployment with Python. Learn ML algorithms, Docker, Kubernetes in 4 months. Free course with certificate and projects.

  machine learning

• ML-Workout - Trenerzy personalni Twojego sukcesu w ML

  https://ml-workout.pl/

  machine learning

• Machine Learning

  https://www.coursera.org/specializations/machine-learning-introduction

  Offered by Stanford University and DeepLearning.AI. #BreakIntoAI with Machine Learning Specialization. Master fundamental AI concepts and ... Enroll for free.

  machine learning

• Machine Learning Crash Course | Google Developers

  https://developers.google.com/machine-learning/crash-course

  An intensive, practical 20-hour introduction to machine learning fundamentals, with companion TensorFlow exercises.

  machine learning

• Machine Learning Engineering for Production (MLOps)

  https://www.coursera.org/specializations/machine-learning-engineering-for-production-mlops

  Offered by DeepLearning.AI. Become a Machine Learning expert. Productionize your machine learning knowledge and expand your production ... Enroll for free.

  machine learning

• Machine Learning Fundamentals Handbook – Key Concepts, Algorithms, and Python Code Examples

  https://www.freecodecamp.org/news/machine-learning-handbook/

  If you're planning to become a Machine Learning Engineer, Data Scientist, or you want to refresh your memory before your interviews, this handbook is for you. In it, we'll cover the key Machine Learning algorithms you'll need to know as a Data Scientist, Machine Learning Engineer, Machine Learning Researcher,

  machine learning

• Machine Learning Video Library - Learning From Data (Abu-Mostafa)

  https://work.caltech.edu/library/?utm_source=hackernewsletter&utm_medium=email&utm_term=watching

  machine learning

• Machine Learning for Beginners 2024: Theory to Practice with Python Project [Full Course]

  https://www.youtube.com/watch?v=43Bbjwy2f5I

  🚀 Machine Learning for Beginners 2024: Theory to Practice with Python Project [Full Course]🎁 Free Resources:- Machine Learning Fundamentals Handbook: https...

  machine learning

• Machine Learning for Developers - MachineLearningMastery.com

  https://machinelearningmastery.com/machine-learning-for-programmers/

  How Do I Get Started In Machine Learning? I’m a developer. I have read a book or some posts on machine learning. I have watched some of the Coursera machine learning course. I still don’t know how to get started… Does this sound familiar? The most common question I’m asked by developers on my newsletter is: How do […]

  machine learning

• Machine Learning in 2024 – Beginner's Course

  https://www.youtube.com/watch?v=bmmQA8A-yUA

  This machine learning course is created for beginners who are learning in 2024. The course begins with a Machine Learning Roadmap for 2024, emphasizing caree...

  machine learning

• Machine Learning with Python || Machine Learning for Beginners

  https://www.youtube.com/watch?v=KnxWoL9wk4c

  Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that hum...

  machine learning

• Master Machine Learning Essentials: Learn Key Algorithms & Build Real-World Applications

  https://www.youtube.com/watch?v=fdgtmxQQf4g

  Unleash the power of Artificial Intelligence (AI) with this practical, hands-on course. Dive into the core machine learning algorithms driving innovation in ...

  machine learning

• Mathematics for Machine Learning

  https://mml-book.github.io/

  Companion webpage to the book “Mathematics for Machine Learning”. Copyright 2020 by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong. Published by Cambridge University Press.

  machine learning

• Mathematics for Machine Learning Tutorial (3 Complete Courses in 1 video)

  https://www.youtube.com/watch?v=0z6AhrOSrRs

  TIME STAMP IS IN COMMENT SECTIONFor a lot of higher level courses in Machine Learning and Data Science, you find you need to freshen up on the basics in math...

  machine learning

• PUTvision - YouTube

  https://www.youtube.com/@putvision/playlists

  Share your videos with friends, family, and the world

  machine learning

• Papers-Literature-ML-DL-RL-AI/General-Machine-Learning/The Hundred-Page Machine Learning Book by Andriy Burkov/Links to read the chapters online.md at master · tirthajyoti/Papers-Literature-ML-DL-RL-AI · GitHub

  https://github.com/tirthajyoti/Papers-Literature-ML-DL-RL-AI/blob/master/General-Machine-Learning/The%20Hundred-Page%20Machine%20Learning%20Book%20by%20Andriy%20Burkov/Links%20to%20read%20the%20chapters%20online.md

  Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning - tirthajyoti/Papers-Literature-ML-DL-RL-AI

  machine learning

• Python Programming 13

  https://www.youtube.com/watch?v=MXBRyBcXxiI

  machine learning

• Python – Laurent Luce's Blog

  http://www.laurentluce.com/posts/tag/python/

  machine learning

• Stanford CS229 - Machine Learning University Course - Andrew Ng (Part 1)

  https://www.youtube.com/watch?v=sSGygYqnp10

  Andrew Ng’s renowned Machine Learning University Course continues to gain significance as the profound impact of machine learning becomes increasingly eviden...

  machine learning

• StatsLearning Lecture 1 - part1

  https://www.youtube.com/playlist?list=PL5-da3qGB5ICeMbQuqbbCOQWcS6OYBr5A

  Learn how to use Python's scikit-learn library to perform effective machine learning: https://github.com/justmarkham/scikit-learn-videos

  machine learning

• The Full Stack - Deep Learning Courses

  https://fullstackdeeplearning.com/course/

  News, community, and courses for people building AI-powered products.

  machine learning

• The Pragmatic Programmer for Machine Learning

  https://ppml.dev/

  …

  machine learning

• The-Hundred-Page-Machine-Learning-Book/Chapter1.pdf at master · Ibrahimshamma/The-Hundred-Page-Machine-Learning-Book · GitHub

  https://github.com/Ibrahimshamma/The-Hundred-Page-Machine-Learning-Book/blob/master/Chapter1.pdf

  This repository contains the draft PDF copies of the book: The 100 Page Machine Learning Book - Ibrahimshamma/The-Hundred-Page-Machine-Learning-Book

  machine learning

• UczymyMaszyny.pl - Pokazujemy praktyczne podejście do uczenia maszynowego.

  https://uczymymaszyny.pl

  Pokazujemy praktyczne podejście do uczenia maszynowego.

  machine learning

• Your First Machine Learning Project in Python Step-By-Step - MachineLearningMastery.com

  https://machinelearningmastery.com/machine-learning-in-python-step-by-step/

  Do you want to do machine learning using Python, but you’re having trouble getting started? In this post, you will complete your first machine learning project using Python. In this step-by-step tutorial you will: Download and install Python SciPy and get the most useful package for machine learning in Python. Load a dataset and understand […]

  machine learning

• https://eugeneyan.com/start-here

  https://eugeneyan.com/start-here

  machine learning

• https://jimmyhmiller.com/machine-code-isnt-scary

  https://jimmyhmiller.com/machine-code-isnt-scary

  machine learning

• https://machinelearningflashcards.com

  https://machinelearningflashcards.com

  machine learning

• https://magazine.sebastianraschka.com

  https://magazine.sebastianraschka.com

  machine learning

• https://mldepot.co.uk

  https://mldepot.co.uk

  machine learning

• https://richardcsuwandi.github.io/blog/2025/dgm

  https://richardcsuwandi.github.io/blog/2025/dgm

  machine learning

• kuchin/awesome-cto: A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

  https://github.com/kuchin/awesome-cto?utm_source=unknownews

  A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups - kuchin/awesome-cto: A curated and opinionated list of resources for Chief Technology Offic...

  machine learning

• microsoft/ML-For-Beginners: 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

  https://github.com/microsoft/ML-For-Beginners

  12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all - microsoft/ML-For-Beginners: 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

  machine learning

• stas00/ml-engineering: Machine Learning Engineering Open Book

  https://github.com/stas00/ml-engineering

  Machine Learning Engineering Open Book. Contribute to stas00/ml-engineering development by creating an account on GitHub.

  machine learning