LearnByDoingIT

LearnByDoingIT

  • Google Cloud Platform Products Described in 4 Words or Less

    Nov 13, 2017

    —

    by

    John Walker
    in Open

    Google Sheet | PDF | High-res image | GCP Products Page | Tweet

    Machine Learning  
    Cloud Machine Learning Engine -- Managed ML (TensorFlow)
    Cloud Job Discovery -- ML Job Search/Discovery
    Cloud Natural Language -- Text Parsing and Analysis
    Cloud Speech -- Convert Speech to Text
    Cloud Translation -- Language Detection and Translation
    Cloud Vision -- Image Recognition and Classification
    Cloud Video Intelligence -- Scene-level Video Annotation

    Internet of Things
    Cloud IoT Core -- Data Ingestion/Device Management

    Big Data
    BigQuery -- Data Warehouse/Analytics
    Cloud Dataflow -- Stream/batch data processing
    Cloud Dataproc -- Managed Spark and Hadoop
    Cloud Datalab -- Visualize and Explore Data
    Cloud Dataprep -- Transform/Clean Raw Data
    Cloud Pub/Sub -- Global Real-time Messaging
    Genomics -- Managed Genomics Platform
    Data Studio -- Collaborative Dashboards

    Databases
    Cloud SQL -- Managed MySQL and PostgreSQL
    Cloud Bigtable -- HBase compatible nonrelational
    Cloud Datastore -- Horizontally scalable nonrelational
    Cloud Spanner -- Horizontally scalable relational

    Storage
    Cloud Storage -- Object Storage and Serving
    Nearline -- Archival Storage
    Coldline -- Archival Cold Storage
    Persistent Disk -- VM-attached disks

    Data Transfer
    Google Transfer Appliance -- Hardware for Data Migration
    Cloud Storage Transfer Service -- Cloud to Cloud Transfers
    BigQuery Data Transfer Service -- Bulk Import Analytics Data

    Compute
    Compute Engine -- Virtual Machines, Disks, Network
    App Engine -- Managed App Platform
    Container Engine -- Managed Kubernetes/Containers
    Cloud Functions -- Event-driven serverless applications

    Networking
    Virtual Private Cloud -- Software Defined Networking
    Cloud Load Balancing -- Multi-region Load Distribution
    Cloud CDN -- Content Delivery Network
    Cloud DNS -- Programmable DNS Serving
    Dedicated Interconnect -- Dedicated private network connection
    IPsec VPN -- Virtual private network connection
    Direct Peering -- Peer with GCP
    Carrier Peering -- Peer with a carrier

    Identity and Security
    Cloud IAM -- Resource Access Control
    Cloud Identity-Aware Proxy -- Identity-based App Signin
    Cloud Data Loss Prevention API -- Classify, Redact Sensitive Data
    Cloud Key Management Service -- Hosted Key Management Service
    Cloud Resource Manager -- Cloud Project Metadata Management
    Cloud Security Scanner -- App Engine Security Scanner
    Security Key Enforcement -- Two-step Key Verification

    Management Tools
    Stackdriver Monitoring -- Infrastructure and Application Monitoring
    Stackdriver Logging -- Centralized Logging
    Stackdriver Error Reporting -- App Error Reporting
    Stackdriver Trace -- App Performance Insights
    Stackdriver Debugger -- Live Production Debugging
    Cloud Deployment Manager -- Templated Infrastructure Deployment
    Cloud Console -- Web-based Management Console
    Cloud Shell -- Browser-based Terminal/CLI
    Cloud Mobile App -- iOS/Android GCP Manager App
    Cloud Billing API -- Programmatically Manage GCP Billing
    Cloud APIs -- APIs for Cloud Services

    Developer Tools
    Cloud SDK -- CLI for GCP
    Container Registry -- Private Container Registry/Storage
    Container Builder -- Build/Package Container Artifacts
    Cloud Source Repositories -- Hosted Private Git Repos
    Cloud Tools for Android Studio -- Android Studio GCP Tools
    Cloud Tools for IntelliJ -- IntelliJ GCP Tools
    Cloud Tools for PowerShell -- PowerShell GCP Tools
    Cloud Tools for Visual Studio -- Visual Studio GCP Tools
    Cloud Tools for Eclipse -- Eclipse GCP Tools
    Gradle App Engine Plugin -- Gradle App Engine Plugin
    Maven App Engine Plugin -- Maven App Engine Plugin

    API Platform and Ecosystems
    Apigee API Platform -- Develop, secure, monitor APIs
    Apigee Sense -- API protection from attacks
    API Monetization -- Monetize APIs
    API Analytics -- API Metrics
    Cloud Endpoints -- Cloud API Gateway

    Mobile (Firebase)
    Realtime Database -- Real-time Data Synchronization
    Cloud Firestore -- Document Store and Sync
    Cloud Storage -- File Storage and Serving
    Hosting -- Web Hosting with CDN/SSL
    Authentication -- Drop-in Authentication
    Cloud Functions -- Event-driven Serverless Applications
    Test Lab for Android -- Mobile Device Testing Service
    Performance Monitoring -- App Performance Monitoring
    Crashlytics -- Crash Reporting and Analytics
    Cloud Messaging -- Send Messages to Devices
    See all Firebase products
  • Top 50 Online Courses of All Time

    Sep 24, 2017

    —

    by

    John Walker
    in Online Ed

    Published by Class Central, the Top 50 List

    What I noticed is that the most popular programming language listed is Python with THREE entries including the NUMBER ONE course listed.

    According to the authors a quick summary of the Top 50 list:

    1. Coursera is the top provider with 28 courses in the Top 50, and edX is second with 9 courses;
    2. Stanford and MIT top the list with four courses each, and the University of Cape Town has three courses in the Top 50 — two on FutureLearn and one on Coursera;
    3. the list includes courses from 35 universities and one research institute (Santa Fe), of which 22 universities are in the US; and
    4. Barbara Oakley and Terry Sejnowski, the instructors of the most popular online courses in the world, have two courses in the top 50. Their new course Mindshift joins Learning How To Learn in the top 50.
  • AIY Projects: Do-it-yourself AI for Makers

    May 10, 2017

    —

    by

    John Walker
    in Hack

    From Google Developers Blog 

    Fully assembled Voice Kit. 

    (more…)

  • Free Online Programming & Computer Science Courses You Can Start in April

    Apr 14, 2017

    —

    by

    John Walker
    in Online Ed

    Dhawal Shah, founder of Class Central compiled this list of over 515 such free online courses that you can start this month. For this, he leveraged Class Central’s database of over 7,000 courses.  https://medium.freecodecamp.com/515-free-online-programming-computer-science-courses-you-can-start-in-april-8b0ce1817d61

    Class Central

    Class-central’s landing page.

    These courses are sorted based on their difficulty level:

    • Beginner
    • Intermediate
    • Advanced

    Many of these courses are completely self-paced. The rest will start at various times later this month. You can find complete lists of the technology-related courses starting later in 2017 on our Computer Science and Programming subject pages.

  • Python Data Science Handbook

    Mar 21, 2017

    —

    by

    John Walker
    in Online Ed

    The Python Data Science Handbook is now available! The entire book is also openly published as Jupyter notebooks: https://t.co/LEO2mrBlBG pic.twitter.com/2dg90ykE6i

    — Python Data Science (@pydatasci) December 7, 2016

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LearnByDoingIT

LearnByDoingIT

“One must learn by doing things, for though you think you know it, you have no certainty until you try.” – Greek philosopher, Aristotle