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Sentiment Analysis using Python (Part I - Machine learning model comparison)
Pourquoi DataScienceToDay.net ?
Les réseaux de neurones convolutifs
le NLP à l'ére de l'IA
Comment le Data et Deep Learning révolutionnent la science
Machine Learning Features Selection part 2
Machine Learning Algorithms part 1 ( linear regression 1)
Machine Learning Features Engineering part 1
Sora, la dernière innovation d'OpenAI
Architecture U-Net: Une explication détaillée
Graphes de Calcul : Explication et Application en Apprentissage Profond
Pourquoi utiliser TensorFlow ou PyTorch plutôt que seulement Python pour le Deep Learning ?
Techniques Avancées de Prompt Engineering
Machine Learning
ML Active
Active Learning with Statistical Models
Neural Network Ensembles, Cross Validation, and Active Learning
ML Supervised
Digital Barrels: The Rise Of Machine Learning In Oil And Gas
Supervised ML: A Review of Classification Techniques
An Introduction to MCMC for Machine Learning
Scikit-learn: Machine Learning in Python
ML Unsupervised
Supervised vs. Unsupervised Machine Learning
How does unsupervised machine learning work?
Analysis of Single-Layer Networks in Unsupervised Feature Learning
Clustering
Warwick Analytics PrediCX
Azure Machine Learning Studio
TensorFlow
Decision tree
K-nearest neighbors
LINEAR CLASSIFIER
Logistic Regression
Naïve Bayes
Neural Networks
SVM
Association Rules
Get started with: Decision Tree, Random Forest, and XGBoost.
A Conceptual Explanation of Bayesian Hyperparameter Optimization for Machine Learning
Bayesian optimization in hyperparameter optimization (concepts and implementation)
Overview of major hyperparameter optimization techniques
How do hyperparameter optimization libraries in python work
Introducing the CodeSearchNet challenge
Deep Learning
Domain Adaptation for Large-Scale Sentiment Classification
the importance of initialization and momentum
Multimodal Deep Learning
Wolfram Mathematica
What is Deep Learning
Merging Datasets Through Deep learning
Leveraging deep learning with LDA-based text analytics to detect automobile insurance fraud
Beyond Word Embeddings Part 1
Beyond Word Embeddings Part 2
Capsule Networks: The New Deep Learning Network
Deep Learning for Object Detection: A Comprehensive Review
TP: Fondamentaux des Tensors en Deep Learning (TensorFlow, Keras, PyTorch)
Big Data
AI
AI is disrupting asset management jobs now.
How AI Can Aid Failure Prediction and Prevention, Downtime, and Cybersecurity
Une brève histoire de l'intelligence artificielle
Data Science Trends for 2019
Data Viz
Using R to Analyze Food Blogs
Building a Sortino Ratio Shiny App
The Next Level of Data Visualization in Python
NLP
An NLP Approach to Analyzing Twitter, Trump, and Profanity
graphical development environment for robust NLP.
Multiword Expressions: A Pain in the Neck for NLP
Paper Dissected: “BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding” Explained
IA&NLP’20: International Workshop on Artificial Intelligence for Natural Language Processing
Statistics
Dominate the Statistics Portion of Your Data Science Interview
ACS Statistics Reveal Continuing Declines in Cancer Mortality
Faulty Statistics Muddy fMRI Results
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Tutorials
SVM Tutorials - tuto1
SVM Tutorials - tuto2
Contrôle de température et d’humidité via WIFI - Tuto 1
Contrôle de température et d’humidité via Wifi-Tuto 2
Sentiment Analysis using Python (Part II - Doc2vec vs Word2vec)
Sentiment Analysis using Python (Part III - CNN vs LSTM)
Datasets
Face Recognition Technology (FERET)
Availability of datasets for digital forensics – And what is missing
Condition monitoring of hydraulic systems Data Set
18 places to find data sets for data science projects
Software
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