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Results for "fundamental concepts in machine learning"
Coursera Project Network
Skills you'll gain: Data Cleansing, Data Processing, Pandas (Python Package), Applied Machine Learning, Data Analysis, Data Import/Export, Classification And Regression Tree (CART), Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Machine Learning, Supervised Learning
Google
Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Artificial Intelligence, Data Ethics, Security Awareness, Business Workflow Analysis, Innovation, Automation, Workflow Management, Information Privacy, Human Computer Interaction, Content Creation, Natural Language Processing, Complex Problem Solving
Google Cloud
Skills you'll gain: Generative AI, Application Development, Artificial Intelligence, Google Cloud Platform, Machine Learning Methods, Machine Learning
Imperial College London
Skills you'll gain: Dimensionality Reduction, NumPy, Probability & Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Machine Learning, Machine Learning Algorithms, Calculus
Interactive Brokers
Skills you'll gain: Equities, Investments, Financial Statement Analysis, Financial Analysis, Investment Management, Balance Sheet, Financial Market, Capital Markets, Business Metrics, Risk Management, Risk Analysis, Portfolio Management, Income Statement, Business Economics, Cash Flows
University of California San Diego
Skills you'll gain: Exploratory Data Analysis, Apache Spark, Big Data, Regression Analysis, Data Mining, Applied Machine Learning, Statistical Analysis, Machine Learning, Data Analysis, Data Transformation, Predictive Modeling, Data Cleansing, Supervised Learning
Alberta Machine Intelligence Institute
Skills you'll gain: Data Ethics, Applied Machine Learning, Data Processing, Machine Learning Methods, Machine Learning, Supervised Learning, Data Modeling, Business Requirements, Data Quality, Business Analysis, Unsupervised Learning, Performance Metric
DeepLearning.AI
Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Keras (Neural Network Library), Natural Language Processing, Time Series Analysis and Forecasting, Deep Learning, Applied Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Text Mining, Forecasting, Machine Learning, Supervised Learning, Data Processing, Data Transformation
Google Cloud
Skills you'll gain: Feature Engineering, Google Cloud Platform, Generative AI, Tensorflow, Keras (Neural Network Library), MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Data Management, Data Governance, Workflow Management, Artificial Intelligence, Application Deployment, Deep Learning, Cloud Solutions, Cloud Development, Applied Machine Learning, Machine Learning, Predictive Modeling
DeepLearning.AI
Skills you'll gain: Natural Language Processing, Artificial Neural Networks, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Deep Learning, Applied Machine Learning, Text Mining, Machine Learning
Skills you'll gain: Data Mining, Artificial Intelligence, Generative AI, Data Ethics, OpenAI, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Information Architecture, Strategic Decision-Making, Cloud Computing, Data Analysis, Data Science, Deep Learning, Digital Transformation, Data Strategy, Data-Driven Decision-Making, Artificial Neural Networks, Business Strategy, Business Process Automation, ChatGPT
University of Alberta
Skills you'll gain: Reinforcement Learning, Deep Learning, Feature Engineering, Machine Learning, Supervised Learning, Artificial Neural Networks, Pseudocode, Linear Algebra
In summary, here are 10 of our most popular fundamental concepts in machine learning courses
- Breast Cancer Prediction Using Machine Learning: Coursera Project Network
- Google AI Essentials: Google
- Introduction to Generative AI : Google Cloud
- Mathematics for Machine Learning: PCA: Imperial College London
- Fundamentals of Equities: Interactive Brokers
- Machine Learning With Big Data: University of California San Diego
- Introduction to Applied Machine Learning: Alberta Machine Intelligence Institute
- DeepLearning.AI TensorFlow Developer: DeepLearning.AI
- Machine Learning on Google Cloud: Google Cloud
- Sequence Models: DeepLearning.AI