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Results for "data cleaning and preprocessing"
University of California San Diego
Skills you'll gain: Graph Theory, Algorithms, Network Routing, Network Model, Bioinformatics, Operations Research, Network Analysis, Epidemiology, Programming Principles, Data Structures, Theoretical Computer Science, Infectious Diseases, Computer Programming, Computational Thinking, Computer Science, Big Data, Computational Logic, Program Development, Life Sciences, Probability & Statistics
- Status: Free
Stanford University
Skills you'll gain: Descriptive Statistics, Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Quantitative Research, Probability Distribution, Correlation Analysis
Johns Hopkins University
Skills you'll gain: Bioinformatics, Unix Commands, Biostatistics, Exploratory Data Analysis, Statistical Analysis, Unix Shell, Unix, Data Science, Data Management, Statistical Methods, Command-Line Interface, Statistical Hypothesis Testing, Science and Research, Statistical Modeling, Data Structures, Data Analysis, R Programming, Computational Thinking, Statistical Programming, Jupyter
Skills you'll gain: Extract, Transform, Load, Apache Airflow, Data Pipelines, Apache Kafka, Data Warehousing, Data Transformation, Data Migration, Web Scraping, Data Integration, Shell Script, Data Processing, Data Manipulation, Real Time Data, Data Mart, Unix Shell, Big Data, Performance Tuning, Databases, Scalability
Skills you'll gain: Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Collection, Data Mart, Data Warehousing, Data Storytelling, Apache Spark, Data Cleansing, Data Lakes, Data Visualization Software, SQL
Skills you'll gain: Data Visualization Software, Plotly, Data Visualization, Dashboard, Interactive Data Visualization, Matplotlib, Seaborn, Data Analysis, Geospatial Information and Technology, Pandas (Python Package), Scatter Plots, Histogram, Heat Maps, Box Plots
Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Statistical Hypothesis Testing, Data Ethics, Data Visualization Software, Sampling (Statistics), Regression Analysis, Feature Engineering, Data Transformation, Descriptive Statistics, Data Visualization, Tableau Software, Data Manipulation, Probability Distribution, Statistical Methods, Data Cleansing, Applied Machine Learning, Statistical Analysis, Object Oriented Programming (OOP), Data Analysis
University of Pennsylvania
Skills you'll gain: Risk Modeling, Financial Statements, Probability Distribution, Mathematical Modeling, Statistical Modeling, Portfolio Management, Regression Analysis, Business Modeling, Financial Modeling, Strategic Decision-Making, Data Presentation, Risk Management, Decision Making, Data Visualization, Microsoft PowerPoint, Predictive Modeling, Investment Management, Data-Driven Decision-Making, Spreadsheet Software, Google Sheets
DeepLearning.AI
Skills you'll gain: Computer Vision, Deep Learning, Image Analysis, Natural Language Processing, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Supervised Learning, Keras (Neural Network Library), Artificial Intelligence, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Debugging, Performance Tuning, Machine Learning Methods, Python Programming, Data-Driven Decision-Making, Text Mining, Network Architecture
- Status: New AI skills
Google
Skills you'll gain: Network Security, Incident Response, Computer Security Incident Management, Hardening, Stakeholder Communications, Intrusion Detection and Prevention, Security Management, Threat Management, Cybersecurity, Network Protocols, Cloud Security, Network Architecture, Event Monitoring, Cyber Risk, TCP/IP, Operating Systems, File Systems, Security Controls, Debugging, Python Programming
DeepLearning.AI
Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Probability, Linear Algebra, Statistical Inference, A/B Testing, Statistical Analysis, Applied Mathematics, NumPy, Calculus, Dimensionality Reduction, Machine Learning, Jupyter, Python Programming, Data Manipulation, Data Science
- Status: New AI skills
Skills you'll gain: Media Planning, Search Engine Marketing, Email Marketing, Data Storytelling, Social Media Strategy, Search Engine Optimization, Social Media, Social Media Marketing, Content Creation, Order Fulfillment, A/B Testing, Target Audience, Digital Marketing, E-Commerce, Loyalty Programs, Social Media Management, Customer Retention, Persona Development, Performance Measurement, Marketing Automation
In summary, here are 10 of our most popular data cleaning and preprocessing courses
- Data Structures and Algorithms: University of California San Diego
- Introduction to Statistics: Stanford University
- Genomic Data Science: Johns Hopkins University
- ETL and Data Pipelines with Shell, Airflow and Kafka: IBM
- Introduction to Data Analytics: IBM
- Data Visualization with Python: IBM
- Google Advanced Data Analytics: Google
- Business and Financial Modeling: University of Pennsylvania
- Deep Learning: DeepLearning.AI
- Google Cybersecurity: Google