Cours en Apprentissage automatique

Skills you'll gain: Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), Systems Architecture, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Systems Design, Machine Learning, Technical Communication, Scalability, Data Science, Personal Development

Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Microsoft Azure, Model Deployment, CI/CD, Continuous Deployment, Fine-tuning, Model Training, Kubernetes, Apache Kafka, Real Time Data, Transfer Learning, AWS Kinesis, Data Architecture, Data Store, Model Evaluation, Cloud Computing, Machine Learning, Data Science, Information Technology

Skills you'll gain: Model Deployment, Databricks, Vector Databases, Embeddings, LLM Application, Cloud-Native Computing, Machine Learning Methods, Applied Machine Learning, Cloud Engineering, PyTorch (Machine Learning Library), Machine Learning, Model Training, Scalability, Software Architecture, Model Evaluation, Data Science, Software Development, Computer Science

Skills you'll gain: PyTorch (Machine Learning Library), Computer Vision, Fine-tuning, Hugging Face, Deep Learning, Model Optimization, Model Deployment, AI Workflows, Distributed Computing, Model Training, Embeddings, Cloud Computing, Natural Language Processing, Performance Tuning, Machine Learning, Model Evaluation, Computer Science, Data Science

Skills you'll gain: Data Storytelling, Strategic Thinking, Digital Transformation, Business Strategy, Cloud Infrastructure, Responsible AI, Competitive Analysis, Cloud Platforms, Data Mining, Extract, Transform, Load, Data Presentation, Cloud Computing, Data Analysis, Cloud Computing Architecture, Business Transformation, Business Strategies, Cloud Services, Cloud Development, Generative AI, Data Science

Skills you'll gain: PyTorch (Machine Learning Library), Development Environment, Deep Learning, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Artificial Neural Networks, Artificial Intelligence, Jupyter, Machine Learning, Machine Learning Algorithms, Learning Theory, Data Science

Skills you'll gain: Generative Model Architectures, Recurrent Neural Networks (RNNs), Fine-tuning, Generative AI, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Artificial Neural Networks, Convolutional Neural Networks, AI Workflows, Hugging Face, Deep Learning, Autoencoders, Transfer Learning, Databricks, Machine Learning, Computer Science, Algorithms, Data Science

Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Predictive Modeling, Machine Learning Methods, Data Literacy, Machine Learning, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Logistic Regression, Data Processing, Model Optimization, Linear Algebra, Predictive Analytics, Data Manipulation, Decision Tree Learning, Data Visualization

Skills you'll gain: Shiny (R Package), Rmarkdown, Exploratory Data Analysis, Model Evaluation, R (Software), Regression Analysis, Leaflet (Software), Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Data Visualization, Knitr, Machine Learning, GitHub

Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, Data Analysis, Data Visualization, Analytical Skills, Graphing, Pandas (Python Package), Data Science, Jupyter, Python Programming

Skills you'll gain: Calculus, Integral Calculus, Model Optimization, Mathematical Software, Applied Mathematics, NumPy, Programming Principles, Mathematical Modeling, Machine Learning Methods, Python Programming, Mathematical Theory & Analysis, Graphing, Data Science, Derivatives

Skills you'll gain: Microsoft Azure, MLOps (Machine Learning Operations), Data Science, Machine Learning, Model Evaluation, Data Store, Data Strategy, Applied Machine Learning, Fine-tuning, Continuous Monitoring, Data Preprocessing, Scalability, Development Environment