PythonMLandETL

教育

S$ 19.98 · 专为 iPad 设计

Master the world's most powerful programming language — Python — while learning how it is applied in real-world Machine Learning (ML), ETL (Extract, Transform, Load), Data Engineering, and Cloud workflows. This comprehensive app is designed for both beginners and working professionals who want to learn practical, industry-ready Python skills, master ETL pipelines, and build real machine learning and MLOps systems. From the very basics of Python programming to advanced concepts such as Asynchronous Programming, API Development, Machine Learning Model Deployment, Cloud Integration, and MLOps Pipelines — you will learn step-by-step with real projects. What You Will Learn: Python Programming: Variables, Data Types, Control Flow, Loops, and Functions Object-Oriented Programming (OOP) in Python File Handling, Error Handling, Modules, and Packages Asynchronous Programming (asyncio, concurrency, parallelism) API Development Basics (FastAPI / Flask) Python for ETL and Data Engineering: Data Handling and Ingestion (CSV, JSON, APIs, Databases) Building ETL Pipelines using Python and Apache Airflow Data Validation, Data Quality Checks, and Transformation Scheduling Workflows, Triggers, SLA Monitoring Real-World Automation using Python in Cloud and Big Data Machine Learning and Python ML Libraries: Machine Learning Fundamentals: Supervised and Unsupervised Learning Deep Learning Basics using TensorFlow and Keras ML Libraries Mastery: Numpy, Pandas, Scikit-learn, TensorFlow, PySpark Image Data Processing using Pillow, Albumentations, Torchvision MLOps and Deployment: Introduction to MLOps Pipelines Model Training, Model Registry, and Model Monitoring CI/CD Pipelines for Machine Learning Projects Tools: MLflow, DVC, Seldon Core, KServe Cloud Deployments: AWS, GCP, Kubernetes Cloud and Real Deployment Projects: Deploy ETL Pipelines using AWS MWAA (Managed Airflow) Build Machine Learning APIs and Deploy on AWS Lambda / EC2 Set up Kubernetes Clusters for Model Serving Infrastructure as Code using Terraform for Airflow and ML Pipelines GitHub Actions for CI/CD Automation with Airflow and Python Projects App Features: Structured Learning Path covering Python, ML, ETL, and MLOps 1000+ Flashcards for instant revision and memory retention 500+ Practice Quizzes to test your skills and exam readiness Mini Projects and Full Real-World End-to-End Projects Offline Content Access (Coming Soon) Track Progress and unlock achievements as you learn Certification on course completion for resume boost Smart Learning Pathways to match your career goals: Data Engineer, ML Engineer, MLOps Specialist Who Should Use This App: Beginners who want to learn Python and build real skills Data Analysts who want to upgrade to Data Engineering Machine Learning Enthusiasts wanting a structured Python + ML path Backend Developers aiming to enter Data Engineering/MLOps Professionals looking to master Airflow, ETL, ML Pipelines, and Cloud Deployment Why This App is Different: Not just theory — learn through real deployments and production-level projects Complete stack from Python basics to MLOps with Kubernetes and AWS/GCP Updated regularly with new projects, tools, cloud trends, and industrial workflows Build a real-world-ready portfolio of projects Perfectly designed to take a beginner to a job-ready level Focus on practical coding, real ETL pipelines, real ML deployment Start Your Journey: Python is the key to unlocking careers in AI, Data Science, Data Engineering, and Cloud Automation. With this app, you are not just learning Python — You are mastering how Python runs real-world companies in their data, AI, and cloud systems. Download now and begin your journey toward becoming a Data Engineer, Machine Learning Engineer, or MLOps Specialist. Build real skills. Build real systems. Build your future.

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信息

  • 提供者
    • Buydeepdiscount.com LLC
  • 大小
    • 14.6 MB
  • 类别
    • 教育
  • 兼容性
    设备需装有 iOS 16.0 或更高版本。
    • iPhone
      设备需装有 iOS 16.0 或更高版本。
    • iPad
      设备需装有 iPadOS 16.0 或更高版本。
    • Mac
      需要 macOS 13.0 或更高版本以及装有 Apple M1 或更高版本芯片的 Mac。
    • Apple Vision
      设备需装有 visionOS 1.0 或更高版本。
  • 语言
    • 英语
  • 年龄分级
    18+
  • 版权
    • © BuydeepDiscount.com LLC
  • 隐私政策

    • 支持

    • 家人共享

      启用“家人共享”后，最多六位家庭成员可以使用此App。

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