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louisfb01 / start-machine-learning

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A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

cheat-sheets learning data-science machine-learning youtube tutorial practice course deep-learning linear-algebra learning-python coursera tutorials artificial-intelligence learn-to-code neural-networks youtube-playlist coursera-machine-learning read-articles probability-statistics
  • Updated May 22, 2024

amanchadha / coursera-deep-learning-specialization

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Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Network…

deep-learning neural-network coursera recurrent-neural-networks neural-networks hyperparameter-optimization regularization convolutional-neural-networks neural-machine-translation coursera-machine-learning convolutional-neural-network hyperparameter-tuning andrew-ng coursera-assignment cnns rnns andrew-ng-course recurrent-neural-network neural-style-transfer coursera-specialization
  • Updated Apr 13, 2024
  • Jupyter Notebook

Phantom-fs / IBM-Machine-Learning-with-Python

Star 2

'Machine Learning with Python' Coursera course by 'IBM'. Repository contains code, quiz answers and dataset for the course.

answers machine-learning ai coursera ibm coursera-machine-learning coursera-data-science coursera-course coursera-assignment coursera-python learn-machine-learning machine-learning-with-python ibm-machine-learning ibm-coursera machine-learning-with-python-quiz ibm-ai-engineering ibm-machine-learning-with-python machine-learning-with-python-ibm coursera-ibm
  • Updated Feb 25, 2024

iamvikramkumar / ibm_machine_learning_coursera

Star 4

Quizzes & Assignment Solutions for IBM Machine Learning Certificate on Coursera. Also included a few resources on side that I found helpful.

data-science machine-learning reinforcement-learning deep-learning deep-reinforcement-learning coursera ibm coursera-machine-learning coursera-data-science supervised-machine-learning unsupervised-machine-learning coursera-assignment coursera-specialization machine-learning-capstone coursera-capstone coursera-project coursera-quiz
  • Updated Feb 9, 2024
NLP-Natural-Language-Processing

ElizaLo / NLP-Natural-Language-Processing

Star 323

Projects and useful articles / links

nlp machine-learning natural-language-processing awesome deep-learning paper natural-language awesome-list articles coursera-machine-learning nlp-resources nlp-library nlp-machine-learning coursera-data-science natural-language-understanding coursera-course naturallanguageprocessing google-colaboratory awesome-nlp awesome-natural-language-processing
  • Updated Jan 24, 2024
  • Jupyter Notebook

arasgungore / Stanford-Machine-Learning

Star 6

My solutions to the assignments in the Machine Learning Specialization offered by Stanford University on Coursera.

machine-learning reinforcement-learning neural-network clustering machine-learning-algorithms jupyter-notebook regression coursera stanford-university supervised-learning machinelearning recommender-system decision-trees unsupervised-learning coursera-machine-learning stanford-machine-learning deeplearning-ai coursera-specialization machinelearning-python andrew-ng-machine-learning
  • Updated Jan 15, 2024
  • Jupyter Notebook

KhushiBhadange / Mathematics-for-Machine-Learning-and-Data-Science

Star 3

This repository offers my learnings, reference solutions for developing intuition and troubleshooting assignments. Reflecting my experience in a program by deeplearning.ai.

machine-learning statistics deep-learning calculus linear-algebra probability coursera matrices coursera-machine-learning coursera-data-science deeplearning-ai mathematics-for-machine-learning coursera-assignment-solution coursera-mathematics
  • Updated Dec 18, 2023
  • Jupyter Notebook

pgeedh / Hyperparameter-Tuning-with-Keras-Tuner

Star 2

Practical experience in hyperparameter tuning techniques using the Keras Tuner library. Hyperparameter tuning plays a crucial role in optimizing machine learning models, and this project offers hands-on learning opportunities. Exploring different hyperparameter tuning methods, including random search, grid search, and Bayesian optimization

python machine-learning programming machine-learning-algorithms jupyter-notebook python3 model-selection hyperparameter-optimization mnist-dataset python-3 coursera-machine-learning hyperparameter-tuning random-search keras-neural-networks keras-tensorflow baysian-network model-optimization coursera-project
  • Updated Dec 5, 2023
  • Jupyter Notebook

TheKidPadra / Machine-Learning-Stanford-University-Coursera

Star 1

This Repository contains Solutions to Lab Assignments/slides and my personal Notes of the Machine Learning (2022) from Stanford University on Coursera taught by Andrew Ng.

neural-network linear-regression artificial-neural-networks logistic-regression recommender-system regularization gradient-descent support-vector-machines coursera-machine-learning principal-component-analysis numpy-exercises anomaly-detection supervised-machine-learning unsupervised-machine-learning andrew-ng-course multiple-linear-regression andrew-ng-machine-learning andrew-ng-ml-course
  • Updated Sep 25, 2023
  • MATLAB

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