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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


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    Stanford University

    Algorithms

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Bioinformatics, Theoretical Computer Science, Social Network Analysis, Network Analysis, Computational Thinking, Analysis, Probability & Statistics, Network Routing, Probability, Pseudocode, Computational Logic, Operations Research

    4.8
    Rating, 4.8 out of 5 stars
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    6K reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Performance Tuning, Databases, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Manipulation

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud em Português

    Skills you'll gain: Dataflow, Real Time Data, Google Cloud Platform, Data Pipelines, Data Lakes, Data Import/Export, Tensorflow, Feature Engineering, Data Governance, Data Architecture, Dashboard, Apache Spark, Operational Databases, Data Warehousing, Big Data, Metadata Management, Data Management, MLOps (Machine Learning Operations), Extract, Transform, Load, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    124 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Advanced Python for Data Analysis: Build & Optimize

    Skills you'll gain: Database Application, Integrated Development Environments, Computer Networking, Real Time Data, Data Analysis Expressions (DAX), Application Development

    Mixed · Course · 1 - 3 Months

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    Coursera

    Engineering Data Ecosystems: Pipelines, ETL, Spark

    Skills you'll gain: Extract, Transform, Load, Apache Spark, Data Pipelines, Data Integration, Big Data, Data Infrastructure, Data Processing, Dataflow, Data Management, Data Architecture, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

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

    Skills you'll gain: Real Time Data, Google Cloud Platform, Data Pipelines, Dataflow, Looker (Software), Apache Kafka, Data Lakes, PySpark, Tensorflow, Apache Spark, Dashboard, Data Import/Export, Data Processing, Big Data, Cloud Infrastructure, Data Warehousing, Data Infrastructure, Unstructured Data, Feature Engineering, Applied Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    58 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Big Data Analytics with Hive, Pig & MapReduce

    Skills you'll gain: Apache Hive, Big Data, Database Design, Extensible Markup Language (XML), Databases, Apache Hadoop, Analytics, Social Media, Data Processing, Social Media Content, Data Management, Data Analysis, Data Integration, Data Transformation

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Intermediate Data Manipulation and Machine Learning

    Skills you'll gain: Reinforcement Learning, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Classification And Regression Tree (CART), Supervised Learning, Unsupervised Learning, Predictive Modeling, Random Forest Algorithm, Feature Engineering, Data Manipulation

    Intermediate · Course · 3 - 6 Months

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    University of Pennsylvania

    Computational Thinking for Problem Solving

    Skills you'll gain: Computational Thinking, Algorithms, Pseudocode, Problem Solving, Analytical Skills, Computer Science, Python Programming, Computer Systems, Data Structures, Computer Hardware, Computer Programming, Debugging

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Python for Data Visualization and Analysis

    Skills you'll gain: Data Storytelling, Data Visualization, Matplotlib, Plotly, Seaborn, Exploratory Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    AWS Data Automation: Glue & Lambda Integration

    Skills you'll gain: Data Integration, Extract, Transform, Load, Metadata Management, Amazon Redshift, Amazon Web Services, Data Pipelines, Data Warehousing, Amazon S3, Automation, Cloud-Native Computing, Data Transformation, Serverless Computing, Process Optimization, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Transforming Exploratory Data Analysis with AI

    Skills you'll gain: Generative AI, Responsible AI, Exploratory Data Analysis, OpenAI, Data-Driven Decision-Making, Artificial Intelligence, Pandas (Python Package), Automation, Data Processing, Data Visualization Software, Descriptive Statistics

    Intermediate · Course · 1 - 3 Months

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

  • Algorithms: Stanford University
  • Apache Hive: Design, Query & Optimize Big Data: EDUCBA
  • Data Engineer, Big Data and ML on Google Cloud em Português: Google Cloud
  • Advanced Python for Data Analysis: Build & Optimize: EDUCBA
  • Engineering Data Ecosystems: Pipelines, ETL, Spark: Coursera
  • Data Engineer, Big Data and ML on Google Cloud en Français: Google Cloud
  • Big Data Analytics with Hive, Pig & MapReduce: EDUCBA
  • Intermediate Data Manipulation and Machine Learning: Packt
  • Computational Thinking for Problem Solving: University of Pennsylvania
  • Python for Data Visualization and Analysis: Edureka

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