Machine Learning Andrew Ng Courses

Skills you'll gain: Metasploit, Penetration Testing, Open Web Application Security Project (OWASP), Cyber Security Assessment, Bash (Scripting Language), Vulnerability Scanning, Exploitation techniques, Command-Line Interface, Security Testing, Linux, Linux Commands, Vulnerability Assessments, Network Security, Unix Commands, Operating System Administration, Cybersecurity, Brute-force attacks, Scripting, Shell Script, Unix Shell

Skills you'll gain: Operational Risk, Model Evaluation, Credit Risk, Exploratory Data Analysis, Lending and Underwriting, Data Preprocessing, Commercial Lending, Risk Control, Risk Management, Risk Modeling, Banking, Analysis, Financial Statements, Financial Controls, Financial Market, Logistic Regression, Analytics, Cash Flows, Working Capital, Research

Skills you'll gain: Team Performance Management, Team Management, Teamwork, Team Building, People Management, Behavior Management, Team Leadership, Management Training And Development, Team Motivation, Staff Management, Collaboration, Behavioral Management, Cooperation, Conflict Management, Culture, Influencing, Industrial and Organizational Psychology, Employee Performance Management, Interpersonal Communications, Human Learning

Skills you'll gain: Constructive Feedback, Oral Expression, Podcasting, Drive Engagement, Public Speaking, Verbal Communication Skills, Presentations, Lifelong Learning, Productivity, Performance Improvement, Communication, Self-Awareness, Content Creation, Content Strategy, Social Skills, Planning

Skills you'll gain: Agentic Workflows, Model Context Protocol, Agentic systems, AI Orchestration, CrewAI, AI Workflows, Generative AI Agents, Retrieval-Augmented Generation, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Tool Calling, Embeddings, Prompt Engineering, Context Management, Software Architecture

Skills you'll gain: Machine Learning Methods, Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Applied Machine Learning, Intellectual Property, AI literacy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Legal Risk, Reinforcement Learning, Artificial Intelligence, General Data Protection Regulation (GDPR), Infrastructure Architecture, Dimensionality Reduction, Cloud Platforms, Deep Learning, Social Impact, Artificial Neural Networks

Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Autoencoders, Generative Model Architectures, Data Pipelines, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Bayesian Network, Transfer Learning, Convolutional Neural Networks, Computer Programming, Applied Machine Learning, Model Optimization, Bayesian Statistics, Supervised Learning, Natural Language Processing, Data Processing

Skills you'll gain: Prompt Engineering, ChatGPT, OpenAI API, No-Code Development, Microsoft Power Automate/Flow, IBM Cloud, OpenAI, Serverless Computing, Context Management, Cloud Applications, Cloud API, Artificial Intelligence, Generative AI Agents, AI Integrations, Automation, Development Testing, Natural Language Processing, Software Testing, Customer Service, Planning

Skills you'll gain: Responsible AI, Digital Transformation, Pharmaceuticals, AI Enablement, AI literacy, Drug Development, Clinical Research, Data Ethics, AI Product Strategy, Clinical Trials, Precision Medicine, Biotechnology, Medical Science and Research, Regulatory Compliance, Clinical Documentation, Artificial Intelligence and Machine Learning (AI/ML), Pharmacology, Healthcare Ethics, Data Integration, Predictive Analytics

Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Statistical Machine Learning, Predictive Modeling, Model Evaluation, Random Forest Algorithm, Applied Machine Learning, Predictive Analytics, Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Model Training, Data Analysis, Data Science, Exploratory Data Analysis, Regression Analysis, Statistical Analysis, Python Programming

Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Model Training, Data Quality, Model Deployment, Data Preprocessing, Application Lifecycle Management, Technical Management, Applied Machine Learning, Project Management, Machine Learning, Data Cleansing, Model Evaluation, Data Pipelines, Technical Design, Software Development Methodologies, Technology Solutions, Systems Design, Data Collection, Data Science

Skills you'll gain: Problem Solving, Decision Making, Psychology, Human Learning, Critical Thinking and Problem Solving, Critical Thinking, Emotional Intelligence, Personal Development, Self-Awareness, Self-Motivation