Formal & Physical Sciences AI — News & ApplicationsEN▶️ [REPLAY] - La carte de l'IA | Partie 2Guillaume Saint-CirgueOctober 6, 2024 77 min★ ★ ★ ★ ☆ 4/5Neural NetworksDeep LearningCNN
Formal & Physical Sciences AI — News & ApplicationsENLa carte de l'IA | Partie 1Guillaume Saint-CirgueOctober 4, 2024 68 min★ ★ ★ ★ ☆ 4/5Machine LearningDeep LearningAI Models
Formal & Physical Sciences AI — Models & ResearchENRÉSEAU DE NEURONES PROFOND - DEEP LEARNING 10Guillaume Saint-CirgueApril 8, 2022 26 min★ ★ ★ ★ ★ 5/5Deep LearningNeural NetworksPython
Formal & Physical Sciences AI — Models & ResearchENPROGRAMMER UN RÉSEAU DE NEURONES à 2 COUCHES - DEEP LEARNING 9Guillaume Saint-CirgueFebruary 25, 2022 22 min★ ★ ★ ★ ★ 5/5Neural NetworksDeep LearningPython
Formal & Physical Sciences AI — Models & ResearchENLa BACK-PROPAGATION - DEEP LEARNING 8Guillaume Saint-CirgueFebruary 13, 2022 31 min★ ★ ★ ★ ★ 5/5BackpropagationDeep LearningNeural Networks
Formal & Physical Sciences AI — Models & ResearchENRÉSEAU DE NEURONES (2 COUCHES) - DEEP LEARNING 7Guillaume Saint-CirgueFebruary 6, 2022 24 min★ ★ ★ ★ ★ 5/5Deep LearningNeural NetworksBackpropagation
Formal & Physical Sciences AI — Models & ResearchENNEURONE ARTIFICIEL - CHAT VS CHIEN - DEEP LEARNING 6Guillaume Saint-CirgueNovember 6, 2021 58 min★ ★ ★ ★ ★ 5/5Deep LearningNeural NetworksData Normalization
Formal & Physical Sciences AI — Models & ResearchENPROGRAMMATION d'un NEURONE ARTIFICIEL (DEEP LEARNING 5)Guillaume Saint-CirgueOctober 20, 2021 38 min★ ★ ★ ★ ★ 5/5Deep LearningNeural NetworksPython
Formal & Physical Sciences AI — Models & ResearchENLa VECTORISATION des équations - DEEP LEARNING (04)Guillaume Saint-CirgueOctober 3, 2021 20 min★ ★ ★ ★ ☆ 4/5VectorizationDeep LearningMatrix Calculus
Formal & Physical Sciences AI — Models & ResearchENLES GRADIENTS D'UN NEURONE - DEEP LEARNING (03)Guillaume Saint-CirgueJune 13, 2021 33 min★ ★ ★ ★ ★ 5/5Deep LearningGradient DescentBackpropagation
Formal & Physical Sciences AI — Models & ResearchENLE PERCEPTRON - DEEP LEARNING (02)Guillaume Saint-CirgueJune 6, 2021 24 min★ ★ ★ ★ ★ 5/5PerceptronDeep LearningSigmoid
Formal & Physical Sciences AI — Models & ResearchENFORMATION DEEP LEARNING COMPLETE (2021)Guillaume Saint-CirgueApril 25, 2021 30 min★ ★ ★ ★ ★ 5/5Deep LearningNeural NetworksMachine Learning
Applied Sciences & Engineering AI — Models & ResearchENMachine Learnia, La suite commence ici.Guillaume Saint-CirgueApril 17, 2021 12 min★ ★ ★ ☆ ☆ 3/5Machine LearningDeep LearningData Science
Formal & Physical Sciences AI — Models & ResearchENComment CHOISIR LE BON MODÈLE de Machine Learning ?Guillaume Saint-CirgueSeptember 2, 2020 21 min★ ★ ★ ★ ☆ 4/5Machine LearningModel SelectionScikit-Learn
Formal & Physical Sciences Computing & CybersecurityENERREURS Python : Comment les corriger FACILEMENT ?Guillaume Saint-CirgueAugust 9, 2020 51 min★ ★ ★ ★ ☆ 4/5PythonDebuggingExceptions
Formal & Physical Sciences AI — Models & ResearchENMODÈLE DE MACHINE LEARNING - Covid19 (29/30)Guillaume Saint-CirgueMay 24, 2020 36 min★ ★ ★ ★ ☆ 4/5Machine LearningModel OptimizationGridSearchCV
Applied Sciences & Engineering Science — General & HistoryENPRÉ-TRAITEMENT DE DONNÉES avec Python (28/30)Guillaume Saint-CirgueMay 17, 2020 44 min★ ★ ★ ★ ☆ 4/5Data PreprocessingMachine LearningPython
Formal & Physical Sciences Science — General & HistoryENEXPLORATORY DATA ANALYSIS - CORRIGÉ (27/30)Guillaume Saint-CirgueMay 10, 2020 66 min★ ★ ★ ★ ★ 5/5Exploratory Data AnalysisPythonPandas
Applied Sciences & Engineering Science — General & HistoryENDATA SCIENCE ET DÉMARCHE DE TRAVAIL (26/30)Guillaume Saint-CirgueMay 2, 2020 16 min★ ★ ★ ★ ☆ 4/5Data ScienceMachine LearningWorkflow
Formal & Physical Sciences AI — Models & ResearchENENSEMBLE LEARNING : BAGGING, BOOSTING et STACKING (25/30)Guillaume Saint-CirgueApril 21, 2020 25 min★ ★ ★ ★ ☆ 4/5Ensemble LearningBaggingBoosting
Formal & Physical Sciences AI — Models & ResearchENAPPRENTISSAGE NON-SUPERVISÉ avec Python (24/30)Guillaume Saint-CirgueMarch 30, 2020 41 min★ ★ ★ ★ ★ 5/5Unsupervised LearningPythonScikit-Learn
Formal & Physical Sciences AI — Models & ResearchENFEATURE SELECTION avec SKLEARN (23/30)Guillaume Saint-CirgueFebruary 21, 2020 26 min★ ★ ★ ★ ☆ 4/5Feature SelectionScikit-LearnMachine Learning
Applied Sciences & Engineering AI — News & ApplicationsENCORONAVIRUS (COVID-19) : L'INTELLIGENCE ARTIFICIELLE TROUVE LE VACCIN ?Guillaume Saint-Cirgue (Machine Learnia)February 14, 2020 21 min★ ★ ★ ★ ☆ 4/5COVID-19Machine LearningVaccine
Formal & Physical Sciences AI — Models & ResearchENSKLEARN IMPUTER : NETTOYAGE DE DONNÉESGuillaume Saint-CirgueFebruary 6, 2020 12 min★ ★ ★ ★ ☆ 4/5Scikit-LearnImputationData Cleaning
Formal & Physical Sciences AI — Models & ResearchENSKLEARN PIPELINE AVANCÉEGuillaume Saint-CirgueFebruary 1, 2020 14 min★ ★ ★ ★ ☆ 4/5Scikit-LearnPipelineMachine Learning
Formal & Physical Sciences AI — Models & ResearchENPYTHON SKLEARN PRE-PROCESSING + PIPELINE (22/30)Guillaume Saint-CirgueJanuary 27, 2020 37 min★ ★ ★ ★ ★ 5/5Scikit-LearnPreprocessingPipeline
Formal & Physical Sciences AI — Models & ResearchENSklearn make_scorer tutoriel : Créer vos propres métriques.Guillaume Saint-CirgueDecember 11, 2019 13 min★ ★ ★ ★ ☆ 4/5Scikit-LearnMachine LearningCustom Metrics
Formal & Physical Sciences AI — Models & ResearchENMÉTRIQUES de RÉGRESSIONS en DATA SCIENCE (Coefficient de Détermination, Erreur Quadratique, etc... )Guillaume Saint-CirgueDecember 9, 2019 18 min★ ★ ★ ★ ☆ 4/5Regression MetricsMachine LearningData Science
Formal & Physical Sciences AI — Models & ResearchENCROSS-VALIDATION SKLEARN PYTHON (Techniques expliquées en Français)Machine LearniaNovember 20, 2019 21 min★ ★ ★ ★ ☆ 4/5Cross-ValidationSklearnPython
Formal & Physical Sciences AI — Models & ResearchENPYTHON SKLEARN - MODEL SELECTION : Train_test_split, Cross Validation, GridSearchCV (21/30)Guillaume Saint-CirgueNovember 15, 2019 21 min★ ★ ★ ★ ☆ 4/5Scikit-LearnModel SelectionCross-Validation
Formal & Physical Sciences AI — Models & ResearchENPYTHON SKLEARN: KNN, LinearRegression et SUPERVISED LEARNING (20/30)Guillaume Saint-CirgueNovember 2, 2019 20 min★ ★ ★ ★ ☆ 4/5Scikit-LearnSupervised LearningPython
Formal & Physical Sciences Computing & CybersecurityENSEABORN PYTHON TUTORIEL PAIRPLOT etc : Les PLUS BEAUX GRAPHIQUES en 1 Ligne de Code ! (19/30)Guillaume Saint-CirgueOctober 15, 2019 17 min★ ★ ★ ★ ☆ 4/5SeabornData VisualizationPython
Formal & Physical Sciences Computing & CybersecurityENPANDAS PYTHON Tutoriel Français - Time Series (18/30)Guillaume Saint-CirgueOctober 10, 2019 25 min★ ★ ★ ★ ☆ 4/5PandasTime SeriesPython
Formal & Physical Sciences Science — General & HistoryENPANDAS PYTHON Français - Introduction + Analyse du Titanic (17/30)Guillaume Saint-CirgueOctober 6, 2019 17 min★ ★ ★ ★ ☆ 4/5PandasPythonData Analysis
Formal & Physical Sciences Computing & CybersecurityENSCIPY PYTHON Tutoriel - Optimize, Fourier, NdImage (16/30)Guillaume Saint-CirgueSeptember 27, 2019 30 min★ ★ ★ ★ ☆ 4/5SciPyPythonOptimization
Applied Sciences & Engineering Computing & CybersecurityENMATPLOTLIB - Graphiques Importants (15/30)Guillaume Saint-CirgueSeptember 22, 2019 24 min★ ★ ★ ★ ☆ 4/5MatplotlibData VisualizationPython
Formal & Physical Sciences Computing & CybersecurityENMATPLOTLIB - Les Bases ! (14/30)Guillaume Saint-CirgueSeptember 20, 2019 18 min★ ★ ★ ★ ☆ 4/5MatplotlibPythonData Visualization
Formal & Physical Sciences Computing & CybersecurityENPYTHON NUMPY BROADCASTING (13/30)Guillaume Saint-CirgueSeptember 18, 2019 16 min★ ★ ★ ★ ★ 5/5NumPyPythonBroadcasting
Formal & Physical Sciences Computing & CybersecurityENPYTHON NUMPY STATISTIQUES et MATHÉMATIQUES (12/30)Guillaume Saint-CirgueSeptember 17, 2019 30 min★ ★ ★ ★ ★ 5/5NumPyPythonStatistics
Formal & Physical Sciences Computing & CybersecurityENPYTHON NUMPY Indexing Slicing Masking (11/30)Guillaume Saint-CirgueSeptember 13, 2019 19 min★ ★ ★ ★ ★ 5/5NumPyPythonData Science