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Explore the Theoretical Computer Science Course Catalog
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University of Pittsburgh
Skills you'll gain: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
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Skills you'll gain: Prompt Engineering
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Coursera Instructor Network
Skills you'll gain: Predictive Modeling, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Pandas (Python Package), Data Visualization Software, Statistics, Data Wrangling, Data Cleansing, Data Processing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Machine Learning
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Duke University
Skills you'll gain: PyTorch (Machine Learning Library), Reinforcement Learning, Deep Learning, Image Analysis, Applied Machine Learning, Natural Language Processing, Machine Learning, Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging
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Skills you'll gain: Data Storytelling, Data Presentation, Plotly, Matplotlib, Exploratory Data Analysis, Plot (Graphics), Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
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Google Cloud
Skills you'll gain: Feature Engineering, Prompt 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, Dataflow, Cloud Platforms, Data Management, Data Governance, Workflow Management, Application Deployment, Deep Learning, Applied Machine Learning, Machine Learning, Cloud Computing
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California Institute of the Arts
Skills you'll gain: User Interface (UI) Design, Graphic and Visual Design, Web Design, Design Elements And Principles, Human Computer Interaction, Responsive Web Design, Typography, Graphic Design, UI Components, Information Architecture, Interaction Design, User Experience Design
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DeepLearning.AI
Skills you'll gain: Deep Learning, Statistical Analysis, Clinical Trials, Feature Engineering, Risk Modeling, Treatment Planning, Data Analysis, Precision Medicine, Decision Tree Learning, Predictive Modeling, Patient Treatment, Image Analysis, Machine Learning Methods, Applied Machine Learning, AI Personalization, Machine Learning, Random Forest Algorithm, Data Processing, Artificial Intelligence, Tensorflow
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Johns Hopkins University
Skills you'll gain: Oncology, Medical Imaging, Molecular Biology, Clinical Trials, Treatment Planning, Patient Treatment, Pathology, Epidemiology, Biology, Risk Analysis
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IIMA - IIM Ahmedabad
Skills you'll gain: Leadership, Organizational Leadership, Team Leadership, Change Management, Leadership and Management, Business Leadership, Business Ethics, Self-Awareness, Culture Transformation, Personal Development, Decision Making, Emotional Intelligence, Influencing, Empowerment, Communication, Relationship Building, Mindfulness
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University of Colorado Boulder
Skills you'll gain: Bash (Scripting Language), Scalability, Distributed Computing, Computer Systems, Big Data, Operating Systems, Performance Tuning, File Systems, Linux, Scripting, Command-Line Interface, Programming Principles, OS Process Management
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University of London
Skills you'll gain: Feature Engineering, Machine Learning, Data Processing, Artificial Intelligence, Supervised Learning, Data Analysis, Computer Vision, Data Collection
In summary, here are 10 of our most popular theoretical computer science courses
- Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
- Start Writing Prompts like a Pro: Google
- Data Science for Professionals: Coursera Instructor Network
- Introduction to Machine Learning: Duke University
- Explore and Visualize Data the Python Way: Coursera
- Machine Learning on Google Cloud: Google Cloud
- Visual Elements of User Interface Design: California Institute of the Arts
- AI for Medicine: DeepLearning.AI
- Introduction to the Biology of Cancer: Johns Hopkins University
- Leadership Skills: IIMA - IIM Ahmedabad