Deep Learning 课程可以帮助您学习神经网络、卷积网络和 Neural Network,以及它们在图像识别和自然语言处理中的应用。您可以掌握模型训练、超参数调整和性能评估方面的技能,这些技能对于开发有效的 AI 解决方案至关重要。许多课程都会介绍 TensorFlow 和 PyTorch 等工具,让您可以实现算法和优化模型,使您的学习体验与当前的行业实践密切相关。
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Unsupervised Learning, Deep Learning, Computer Vision, Reinforcement Learning, Natural Language Processing, Predictive Modeling, Data Visualization, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Project Management Life Cycle, Stakeholder Engagement, Logistic Regression, Marketing Analytics, Cash Flows, Strategic Decision-Making, Descriptive Analytics, Pandas (Python Package), Simulations
获得学位
学位 · 1-4 年

Dartmouth College
您将获得的技能: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Digital Signal Processing, Generative AI, Image Analysis, Deep Learning, Machine Learning, Convolutional Neural Networks, Classification Algorithms, Hardware Design, Electrical and Computer Engineering, Text Mining, Student Support and Services, Student Services, Electrical Engineering
获得学位
学位 · 1-4 年
University of Colorado Boulder
您将获得的技能: Power Electronics, Computer Vision, Convolutional Neural Networks, Display Devices, Control Systems, Debugging, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Computer Programming Tools, Software Development Tools, Electrical Engineering, Deep Learning, Systems Design, Artificial Neural Networks, Electronic Components, Electrical Systems, USB, Semiconductors
提供的学分
研究生证书 · 6-12 个月

IIT Guwahati
您将获得的技能: Package and Software Management, Social Network Analysis, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Data Visualization, Model Evaluation, Database Management, Database Theory, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, C (Programming Language), Spreadsheet Software, Matplotlib, Econometrics
获得学位
学位 · 1-4 年

Universidad de los Andes
您将获得的技能: Supervised Learning, Unsupervised Learning, Classification Algorithms, Artificial Intelligence, Dimensionality Reduction, Anomaly Detection, Machine Learning, Data Ethics, Regression Analysis, Probability & Statistics, Responsible AI, Embedded Systems, Natural Language Processing, Computer Vision, Image Analysis, Model Evaluation, Linear Algebra, Machine Learning Algorithms, Applied Machine Learning, Bayesian Statistics
提供的学分
MasterTrack · 6-12 个月

Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Model Evaluation, Predictive Analytics, Data Cleansing, Plot (Graphics), Unsupervised Learning, Data Visualization, Exploratory Data Analysis, Supervised Learning, Predictive Modeling, Dimensionality Reduction, Data Science, Descriptive Analytics, Data Analysis, Pandas (Python Package), Visualization (Computer Graphics), Matplotlib, Scientific Visualization, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Applied Machine Learning
提供的学分
MasterTrack · 6-12 个月
University of Illinois at Urbana-Champaign
您将获得的技能: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Technology Strategies, Augmented and Virtual Reality (AR/VR), Student Engagement, Project Management, Needs Assessment, Learning Strategies, Collaboration
提供的学分
MasterTrack · 6-12 个月

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Unsupervised Learning, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis
获得学位
学位 · 1-4 年

Ball State University
您将获得的技能: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Statistical Methods, Data Wrangling, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
获得学位
学位 · 1-4 年

Indian Statistical Institute
您将获得的技能: Sampling (Statistics), Time Series Analysis and Forecasting, Surveys, Statistical Inference, Statistical Machine Learning, Statistical Analysis, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Statistical Modeling, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Demography, International Finance
研究生文凭 · 6-12 个月

University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Statistical Machine Learning, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Statistical Methods, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Network Analysis, Data Preprocessing, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming
获得学位
学位 · 1-4 年