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Results for "fundamental concepts in machine learning"
University of California, Davis
Skills you'll gain: ArcGIS, GIS Software, Data Sharing, Geographic Information Systems, Geospatial Mapping, Metadata Management, Data Quality, Data Mapping, File Management, Data Import/Export
- Status: AI skills
Microsoft
Skills you'll gain: Threat Modeling, MITRE ATT&CK Framework, Penetration Testing, Azure Active Directory, Network Security, Computer Systems, Security Information and Event Management (SIEM), Security Testing, Encryption, Cybersecurity, Cyber Security Strategy, System Testing, Cloud Security, Threat Management, Cloud Computing, Business Software, Cyber Attacks, Authentications, Active Directory, Data Management
- Status: AI skills
Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Marketing Analytics, Bayesian Statistics, Descriptive Statistics, Marketing Effectiveness, Statistical Hypothesis Testing, Target Audience, Marketing Strategies, Data Cleansing, Pandas (Python Package), Data Modeling, Data Analysis, Data Visualization Software, Spreadsheet Software, A/B Testing, Data Collection, Marketing, Interviewing Skills
Coursera Project Network
Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Data Analysis, PySpark, Data Cleansing, Data Import/Export, Data Transformation, Apache Spark, Decision Tree Learning, Predictive Modeling, Predictive Analytics, Business Analytics, Application Deployment, Machine Learning
University of Colorado System
Skills you'll gain: TCP/IP, Local Area Networks, Routing Protocols, Network Routing, Digital Communications, OSI Models, Network Protocols, Dynamic Host Configuration Protocol (DHCP), Network Security, Network Planning And Design, Network Architecture, General Networking, Network Performance Management, Computer Networking, Wireless Networks, Software-Defined Networking, Algorithms, System Programming, Data Integrity, Virtualization
The Museum of Modern Art
Skills you'll gain: Design Thinking, Liberal Arts, Lesson Planning, Literacy, Creative Thinking, Aesthetics, Curriculum Planning, Learning Styles, Teaching, Instructing, Social Studies, Learning Strategies, Empathy, Emotional Intelligence, Instructional Strategies, Student Engagement, Classroom Management, Student-Centred Learning, Cultural Responsiveness, Self-Awareness
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Deep Learning, Jupyter, Data Processing, Machine Learning
Skills you'll gain: Generative AI, Data Storytelling, ChatGPT, Ideation, Data Visualization, Brainstorming, Interactive Data Visualization, Report Writing, Data Ethics, Business Writing, Presentations, Business Correspondence, Artificial Intelligence, Solution Design, Writing, Document Management, Artificial Intelligence and Machine Learning (AI/ML), Human Computer Interaction
DeepLearning.AI
Skills you'll gain: Artificial Intelligence, Artificial Neural Networks, Digital Transformation, Deep Learning, Data Strategy, Machine Learning, Data Ethics, Data Science, Organizational Strategy
Coursera Project Network
Skills you'll gain: ChatGPT, Keras (Neural Network Library), Applied Machine Learning, Image Analysis, Data Import/Export, Test Data, Machine Learning, Performance Tuning, Artificial Neural Networks, Data Processing
- Status: Free
Commonwealth Education Trust
Skills you'll gain: Pedagogy, Communication Strategies, Teaching, Instructional Strategies, Classroom Management, Professional Development, Learning Styles, Self-Awareness, Cultural Diversity
University of Illinois Urbana-Champaign
Skills you'll gain: Text Mining, Natural Language Processing, Data Mining, Unstructured Data, Big Data, Web Analytics and SEO, Machine Learning, Information Architecture, Statistical Methods, Probability & Statistics
In summary, here are 10 of our most popular fundamental concepts in machine learning courses
- Fundamentals of GIS: University of California, Davis
- Microsoft Cybersecurity Analyst: Microsoft
- Meta Marketing Analytics: Meta
- Machine Learning with PySpark: Customer Churn Analysis: Coursera Project Network
- Computer Communications: University of Colorado System
- Teaching with Art: Using Inquiry, Activities, and Themes: The Museum of Modern Art
- Generative AI and LLMs: Architecture and Data Preparation: IBM
- Google Prompting Essentials: Google
- AI For Everyone (すべての人のためのAIリテラシー講座): DeepLearning.AI
- Machine Learning with ChatGPT: Image Classification Model: Coursera Project Network