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Programming Basics Courses

Programming basics courses can help you learn fundamental concepts like variables, control structures, data types, and functions. You can build skills in problem-solving, debugging, and writing clean, efficient code. Many courses introduce tools such as Git for version control, integrated development environments (IDEs) like Visual Studio Code, and programming languages like Python or JavaScript, which are commonly used in web development and software engineering.

Popular Programming Basics Courses and Certifications


  • Status: Free Trial
    Free Trial
    I

    IBM

    Deep Learning with Keras and Tensorflow

    Skills you'll gain: Keras (Neural Network Library), Convolutional Neural Networks, Reinforcement Learning, Deep Learning, Model Optimization, Autoencoders, Generative AI, Unsupervised Learning, Tensorflow, Generative Adversarial Networks (GANs), Generative Model Architectures, Transfer Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Time Series Analysis and Forecasting

    4.4
    Rating, 4.4 out of 5 stars
    ·
    1K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    L

    Ludwig-Maximilians-Universität München (LMU)

    Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

    Skills you'll gain: Finite Element Methods, Numerical Analysis, Engineering Analysis, Jupyter, Differential Equations, Mathematical Software, Applied Mathematics, Mathematical Modeling, Distributed Computing, Simulation and Simulation Software, Python Programming, Calculus, Mechanics, Vibrations, Simulations, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    392 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    L

    L&T EduTech

    AI, ML and IIoT in Manufacturing

    Skills you'll gain: Wireless Networks, Reinforcement Learning, Communication Systems, Real Time Data, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI Primer

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, AI literacy, AI Enablement, AI powered creativity, LLM Application, Artificial Intelligence, Innovation, Human Computer Interaction

    4.8
    Rating, 4.8 out of 5 stars
    ·
    496 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    エンタープライズ データベースを使用した AI エージェントの構築

    Skills you'll gain: Model Context Protocol, Secure Coding, Operational Databases, Databases, Vector Databases, AI Integrations, Embeddings, Database Architecture and Administration, Tool Calling, SQL, Query Languages, Agentic Workflows, AI Orchestration, Generative AI Agents, LLM Application, Retrieval-Augmented Generation, Agentic systems, Application Deployment

    Advanced · Course · 1 - 4 Weeks

  • Status: Bestseller
    Bestseller
    D

    DeepLearning.AI

    Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Prompt Engineering, Vector Databases, Embeddings, System Monitoring, Application Security, Fine-tuning, Artificial Intelligence, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    211 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California San Diego

    Hadoop Platform and Application Framework

    Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, PySpark, File Systems, Analytics, Data Processing, Software Architecture, Distributed Computing, Data Architecture, Performance Tuning, Data Storage, System Configuration, Python Programming

    4
    Rating, 4 out of 5 stars
    ·
    3.3K reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Data Preparation & Infrastructure

    Skills you'll gain: Data Cleansing, Marketing Operations, Marketing Analytics, Data Preprocessing, Data Manipulation, Data Quality, Data Transformation, Data Wrangling, Data Synthesis, Data Mapping, Google Analytics, Code Review, Data Validation, Cross-Channel Marketing, Data Integrity, Software Technical Review, Verification And Validation, SQL, Data Modeling, Data Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Linear Models for Data Science 1: Least Squares

    Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Statistical Methods, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
    ·
    192 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Top AI Program
    Top AI Program
    M

    Microsoft

    Microsoft AI & ML Engineering

    Skills you'll gain: Unsupervised Learning, Fine-tuning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Generative Model Architectures, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Data Infrastructure, Data Preprocessing, Model Optimization

    4.5
    Rating, 4.5 out of 5 stars
    ·
    396 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Deploy and Maintain Power BI Assets and Capstone project

    Skills you'll gain: Power BI, Dashboard, Dashboard Creation, SQL, Data Security, Data Analysis, Data Modeling, Data Management, Role-Based Access Control (RBAC), Data Sharing, Security Controls, Data Access

    4.4
    Rating, 4.4 out of 5 stars
    ·
    308 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Precalculus through Data and Modelling

    Skills you'll gain: Data Literacy, Data Analysis, Applied Mathematics, Mathematical Modeling, Graphing, Trigonometry, R (Software), R Programming, General Mathematics, Data Modeling, Algebra, Systems Of Measurement, Mathematical Software, Correlation Analysis, Regression Analysis, Calculus, Business Mathematics, Geometry

    4.7
    Rating, 4.7 out of 5 stars
    ·
    330 reviews

    Beginner · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular programming basics courses

  • Deep Learning with Keras and Tensorflow: IBM
  • Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python: Ludwig-Maximilians-Universität München (LMU)
  • AI, ML and IIoT in Manufacturing: L&T EduTech
  • Generative AI Primer: Vanderbilt University
  • エンタープライズ データベースを使用した AI エージェントの構築: Google Cloud
  • Retrieval Augmented Generation (RAG): DeepLearning.AI
  • Hadoop Platform and Application Framework: University of California San Diego
  • Data Preparation & Infrastructure: Coursera
  • Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
  • Microsoft AI & ML Engineering: Microsoft

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