Efficient AI Model Training with PyTorch
Learn how to reduce training times for large language models with Accelerator and Trainer for distributed training
AdvancedSkill Level
Over 3 hoursArtificial IntelligenceDennis LeeCourseLearn
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Python for MATLAB Users
Transition from MATLAB by learning some fundamental Python concepts, and diving into the NumPy and Matplotlib packages.
BasicSkill Level
Over 3 hoursSoftware DevelopmentJustin KigginsCourseLoan Amortization in Google Sheets
Learn how to build an amortization dashboard in Google Sheets with financial and conditional formulas.
IntermediateSkill Level
Over 3 hoursApplied FinanceBrent AllenCourseTime Series Analysis in PostgreSQL
Learn how to use PostgreSQL to handle time series analysis effectively and apply these techniques to real-world data.
IntermediateSkill Level
Over 3 hoursData ManipulationJasmin LudolfCourseMarket Basket Analysis in R
Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations.
IntermediateSkill Level
Over 3 hoursData ManipulationChristopher BruffaertsCourseImporting and Managing Financial Data in R
Learn how to access financial data from local files as well as from internet sources.
IntermediateSkill Level
Over 3 hoursApplied FinanceJoshua UlrichCourseFoundations of Functional Programming with purrr
Learn to easily summarize and manipulate lists using the purrr package.
IntermediateSkill Level
Over 3 hoursSoftware DevelopmentDataCamp Content CreatorCourseLife Insurance Products Valuation in R
Learn the basics of cash flow valuation, work with human mortality data and build life insurance products in R.
BasicSkill Level
Over 3 hoursApplied FinanceKatrien AntonioCourseDiscrete Event Simulation in Python
Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Pythons SimPy package.
AdvancedSkill Level
Over 3 hoursProbability & StatisticsDiogo Costa (PhD, MSc)CourseMultivariate Probability Distributions in R
Learn to analyze, plot, and model multivariate data.
IntermediateSkill Level
Over 3 hoursProbability & StatisticsSurajit RayCourseCase Study: HR Analytics in Tableau
Explore HR data analysis in Tableau with this case study.
IntermediateSkill Level
Over 3 hoursData VisualizationJess AhmetCourseR For SAS Users
Learn how to translate your SAS knowledge into R and analyze data using this free and powerful software language.
BasicSkill Level
Over 3 hoursSoftware DevelopmentMelinda HigginsCourseFinancial Trading in R
This course covers the basics of financial trading and how to use quantstrat to build signal-based trading strategies.
IntermediateSkill Level
Over 3 hoursApplied FinanceIlya KipnisCourseDecoding Decision Modeling
Elevate decision-making skills with Decision Models, analysis methods, risk management, and optimization techniques.
BasicSkill Level
1-2 hoursData LiteracyTiago BrasilCourseBuilding AI Agents with Google ADK
Build a customer-support assistant step-by-step with Google’s Agent Development Kit (ADK).
IntermediateSkill Level
1-2 hoursArtificial IntelligenceFrancesca DonadoniCourseAnalyzing Survey Data in Python
Learn how to analyze survey data with Python and discover when it is appropriate to apply statistical tools that are descriptive and inferential in nature.
IntermediateSkill Level
Over 3 hoursProbability & StatisticsEbunOluwa AndrewCourseCase Study: Inventory Analysis in Tableau
Enhance your Tableau skills with this case study on inventory analysis. Analyze a dataset, create calculated fields, and create visualizations.
IntermediateSkill Level
2-3 hoursData VisualizationIason PrassidesCourseForecasting in Practice
Learn how to design, automate, and monitor scalable forecasting pipelines in Python.
AdvancedSkill Level
1-2 hoursMachine LearningRami KrispinCourseHR Analytics: Predicting Employee Churn in Python
In this course youll learn how to apply machine learning in the HR domain.
IntermediateSkill Level
Over 3 hoursMachine LearningHrant DavtyanCourseAnalyzing Social Media Data in R
Extract and visualize Twitter data, perform sentiment and network analysis, and map the geolocation of your tweets.
IntermediateSkill Level
Over 3 hoursData ManipulationSowmya VivekCourseTransactions and Error Handling in PostgreSQL
Ensure data consistency by learning how to use transactions and handle errors in concurrent environments.
IntermediateSkill Level
Over 3 hoursSoftware DevelopmentJason MyersCourseInteractive Data Visualization with Bokeh
Learn how to create interactive data visualizations, including building and connecting widgets using Bokeh!
IntermediateSkill Level
Over 3 hoursData VisualizationGeorge BoormanCourseMachine Learning for Marketing Analytics in R
In this course youll learn how to use data science for several common marketing tasks.
IntermediateSkill Level
Over 3 hoursMachine LearningVerena PfliegerCourseIntermediate Predictive Analytics in Python
Learn how to prepare and organize your data for predictive analytics.
BasicSkill Level
Over 3 hoursMachine LearningNele VerbiestCoursePracticing Statistics Interview Questions in R
In this course, youll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.
AdvancedSkill Level
Over 3 hoursProbability & StatisticsZuzanna ChmielewskaCourseProbability Puzzles in R
Learn strategies for answering probability questions in R by solving a variety of probability puzzles.
BasicSkill Level
Over 3 hoursProbability & StatisticsPeter ChiCourseJoining Data with data.table in R
This course will show you how to combine and merge datasets with data.table.
IntermediateSkill Level
Over 3 hoursData ManipulationScott RitchieCourseBond Valuation and Analysis in Python
Learn how bonds work and how to price them and assess some of their risks using the numpy and numpy-financial packages.
BasicSkill Level
Over 3 hoursApplied FinanceJoshua MayhewCourseOptimizing Code in Java
Learn key techniques to optimize Java performance, from algorithm efficiency to JVM tuning and multithreading.
AdvancedSkill Level
Over 3 hoursSoftware DevelopmentPavlos KosmetatosCourseCase Studies: Network Analysis in R
Apply fundamental concepts in network analysis to large real-world datasets in 4 different case studies.
BasicSkill Level
Over 3 hoursProbability & StatisticsTed HartCourse