Cours en Apprentissage automatique

Skills you'll gain: Model Evaluation, Data Analysis, Classification Algorithms, Data Collection, Data Cleansing, Model Deployment, Regression Analysis, Reinforcement Learning, No-Code Development, Machine Learning Software, Data Analysis Software, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Methods, Data Science, Exploratory Data Analysis, Machine Learning Algorithms, Artificial Intelligence, Data Processing, Natural Language Processing

Skills you'll gain: Model Evaluation, Random Forest Algorithm, Model Optimization, Sampling (Statistics), Decision Tree Learning, Classification And Regression Tree (CART), Machine Learning Methods, Machine Learning, Applied Machine Learning, Data Science, Machine Learning Algorithms, Python Programming, Classification Algorithms, Deep Learning

Skills you'll gain: Exploratory Data Analysis, Image Analysis, Data Preprocessing, Computer Vision, Model Training, Data Analysis, Applied Machine Learning, Data Ethics, Convolutional Neural Networks, Machine Learning Methods, Data Cleansing, Unsupervised Learning, Data Science, Data Mining, Python Programming, Data Collection, Unstructured Data, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders

Skills you'll gain: Image Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Wrangling, Model Evaluation, Data Preprocessing, NumPy, Data Manipulation, Feature Engineering, Supply Chain, Applied Machine Learning, Machine Learning Methods, Inventory Management, Trend Analysis, Data Visualization, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Machine Learning, Data Science, Data Analysis

Skills you'll gain: Bioinformatics, Unix Commands, Biostatistics, Exploratory Data Analysis, Statistical Analysis, Unix, Data Science, Data Management, Statistical Methods, Molecular Biology, Command-Line Interface, Statistical Hypothesis Testing, Data Analysis Software, Data Quality, Statistical Modeling, Data Structures, Code Reusability, Big Data, R Programming, Python Programming

Skills you'll gain: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Bash (Scripting Language), Package and Software Management, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Python Programming, Data Analysis, Data Science

Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Model Evaluation, Data Management, Unsupervised Learning, User Experience Design, Data Quality, Model Deployment, Data Preprocessing, Human Centered Design, Machine Learning, Human Factors, Regression Analysis, Applied Machine Learning, Project Management, Product Management, Information Privacy, Product Design, Data Science

Skills you'll gain: Data Literacy, Data Mining, Big Data, Cloud Computing, Data Science, Digital Transformation, Data-Driven Decision-Making, Data Storage, Deep Learning, Machine Learning

Skills you'll gain: Technical Communication, Systems Architecture, MLOps (Machine Learning Operations), System Design and Implementation, Artificial Intelligence and Machine Learning (AI/ML), Professional Development, Deep Learning, Microsoft Azure, Model Deployment, Verbal Communication Skills, Cloud Engineering, Machine Learning, Personal Development, Data Science

Skills you'll gain: Jupyter, R Programming, Data Analysis Software, Computer Programming Tools, GitHub, Data Science, Cloud Hosting, Git (Version Control System), Cloud Platforms, Other Programming Languages, Integrated Development Environments, Version Control, Development Environment, Query Languages, Python Programming

Skills you'll gain: Model Evaluation, Retrieval-Augmented Generation, Responsible AI, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Model Training, Generative AI, Data Wrangling, Data Manipulation, Analytics, Machine Learning Software, Embeddings, Predictive Analytics, Machine Learning, Data Processing, Data Science, Data Modeling, Data Presentation, Data Collection

Skills you'll gain: Matplotlib, Plot (Graphics), JSON, NumPy, Scientific Visualization, Jupyter, Data Visualization Software, Data Visualization, Data Presentation, Seaborn, Interactive Data Visualization, Performance Tuning, Distributed Computing, Numerical Analysis, Data Science, Javascript, Analytics, Productivity, Analysis, Research