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  • Applied Data Science

Applied Data Science Courses

Applied Data Science courses can help you learn data analysis, statistical modeling, machine learning, and data visualization techniques. You can build skills in data cleaning, exploratory data analysis, and predictive analytics to derive insights from complex datasets. Many courses introduce tools like Python, R, and SQL, along with libraries such as Pandas and Scikit-learn, that support implementing data-driven solutions and automating processes in real-world applications.

Popular Applied Data Science Courses and Certifications


  • U

    University of Illinois Urbana-Champaign

    Object-Oriented Data Structures in C++

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Development Environment, Engineering Software, Computer Programming, Software Engineering, Data Structures, Memory Management, Computer Programming Tools, Integrated Development Environments, Debugging, Program Development

    ★ 4.7 (3K) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    AWS Certified Big Data - Specialty

    Skills you'll gain: Amazon Redshift, AWS Identity and Access Management (IAM), AWS SageMaker, Amazon Web Services, AWS Kinesis, Amazon DynamoDB, Identity and Access Management, Amazon S3, Encryption, Data Infrastructure, Data Pipelines, Apache Spark, Dataflow, Big Data, Apache Hive, Data Storage Technologies, Kibana, Data Visualization Software, Data Storage, Data Visualization

    Advanced · Specialization · 1 - 3 Months

  • C

    Coursera

    Advanced SQL for Data Pipeline Optimization

    Skills you'll gain: Data Pipelines, Data Validation, SQL, Extract, Transform, Load, Data Transformation, JSON, Data Processing, Data Warehousing, Query Languages, Data Integration, Data Integrity, Performance Testing, Performance Tuning, Data Quality, Verification And Validation, Dashboard, Systems Integration, Dimensionality Reduction

    Advanced · Course · 3 - 6 Months

  • I

    IBM

    IBM AI Developer

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Software Development Life Cycle, Retrieval-Augmented Generation, Large Language Modeling, Software Architecture, Computer Vision, LangChain, ChatGPT, Restful API, Responsive Web Design, Generative AI, Responsible AI, IBM Cloud, Data Ethics, AI Workflows, Python Programming, Software Development, Machine Learning, Data Science

    ★ 4.7 (82K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Top AI Program
    Top AI Program
  • G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud auf Deutsch

    Skills you'll gain: Google Cloud Platform, Dataflow, Dashboard Creation, Data Pipelines, Model Deployment, Data Warehousing, Data Lakes, Real Time Data, Data Preprocessing, Dashboard, Tensorflow, Cloud Engineering, Data Infrastructure, Model Training, Data Processing, Apache Spark, Big Data, Extract, Transform, Load, Applied Machine Learning, Data Migration

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Redacting Sensitive Data with Cloud Data Loss Prevention

    Skills you'll gain: Cloud Security, Data Loss Prevention, Data Security, Personally Identifiable Information, Information Privacy, Cloud Computing, Google Cloud Platform, Cloud Services

    Beginner · Project · Less Than 2 Hours

  • U

    University at Buffalo

    Data-Driven Decision Making (DDDM)

    Skills you'll gain: Data Storytelling, Statistical Process Controls, Data Literacy, Process Mapping, Data Ethics, Data Analysis Software, Data Presentation, Performance Improvement, Data-Driven Decision-Making, Data Collection, Process Improvement, Process Improvement and Optimization, Data Visualization Software, Business Process, Business Process Improvement, Business Analytics, Tableau Software, Analytics, Root Cause Analysis, Lean Methodologies

    ★ 4.6 (493) · Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud en Français

    Skills you'll gain: Model Deployment, Data Lakes, Dataflow, Data Pipelines, Google Cloud Platform, Real Time Data, Dashboard Creation, Data Import/Export, Tensorflow, PySpark, Apache Kafka, Apache Spark, Dashboard, Data Warehousing, Extract, Transform, Load, Unstructured Data, Data Architecture, Big Data, Data Store, Operational Data Store

    ★ 4.4 (58) · Intermediate · Specialization · 3 - 6 Months

  • M

    Microsoft

    Data Processing and Optimization with Generative AI

    Skills you'll gain: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Generative Adversarial Networks (GANs), Data Preprocessing, Data Cleansing, Generative Model Architectures, Data Processing, Data Synthesis, Data Integrity, Feature Engineering, Information Privacy

    ★ 3.7 (30) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Analyze Data in Azure ML Studio

    Skills you'll gain: Descriptive Statistics, Descriptive Analytics, Jupyter, Microsoft Azure, Statistical Visualization, Plot (Graphics), Model Training, Data Analysis, Statistics, Exploratory Data Analysis, Data Visualization Software, Correlation Analysis, Applied Machine Learning, Machine Learning Methods

    Beginner · Guided Project · Less Than 2 Hours

  • A

    Association of International Certified Professional Accountants

    Introduction to Data Analytics for Accounting Professionals

    Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Analytics, Financial Data, Business Analytics, Analytical Skills, Data Analysis, Data Storage Technologies, Project Implementation, Data Analysis Software, Project Scoping, Unstructured Data

    ★ 4.7 (96) · Beginner · Course · 1 - 4 Weeks

  • T

    Tsinghua University

    Data Structures and Algorithms (I)

    Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Theoretical Computer Science, Computer Programming, Data Storage

    ★ 3.1 (34) · Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular applied data science courses

  • Object-Oriented Data Structures in C++: University of Illinois Urbana-Champaign
  • AWS Certified Big Data - Specialty: Packt
  • Advanced SQL for Data Pipeline Optimization: Coursera
  • IBM AI Developer: IBM
  • Data Engineer, Big Data and ML on Google Cloud auf Deutsch: Google Cloud
  • Redacting Sensitive Data with Cloud Data Loss Prevention: Google Cloud
  • Data-Driven Decision Making (DDDM): University at Buffalo
  • Data Engineer, Big Data and ML on Google Cloud en Français: Google Cloud
  • Data Processing and Optimization with Generative AI: Microsoft
  • Analyze Data in Azure ML Studio: Coursera

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