Useful Self Learning Materials

• Business

  Digital Advertising Strategy Specialization: https://www.coursera.org/specializations/digital-advertising-strategy#courses

• Software

  Analysis for Business Systems: https://www.coursera.org/learn/analysis-for-business-systems

  DB

  • Mongoose - Object Data Modeling (ODM) library for MongoDB and Node.js: Introduction to Mongoose for MongoDB
  • Official MongoDB driver for Golang: go.mongodb.org/mongo-driver
  • MongoDB Go Driver's GitHub page: MongoDB Go Driver
  • A useful MongoDB Go Driver Tutorial: MongoDB Go Driver Tutorial

• R&D

  Artificial Intelligence

  TensorFlow

  • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning https://coursera.org/share/2febb5217ef56d4f21e6830a8e247463
  • Browser-based Models with TensorFlow.js https://coursera.org/share/653f4febc3987d11e69487af54754b66
  • Device- based Models with TensorFlow Lite https://coursera.org/share/9591acb2e0f7f982e046e29f5eb3e11c
  • TensorFlow 2.0 Practical Advanced https://www.udemy.com/share/101YxQBEcad1pSRXg=/

  DeepLearning.AI

  • A collection of courses from DeepLearning.AI I have taken

  Neural Networks and Deep Learning

  • Neural Networks and Deep Learning https://coursera.org/share/5b55253084dd2e97662ef6b12040119e
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization https://coursera.org/share/53a702a3643fc25a83a6fd81596ceae5
  • Sequences, Time Series and Prediction https://coursera.org/share/6f393f56f288d806bae066b04df6c083
  • Sequence Models https://coursera.org/share/58fe2fbb757a835b7d2a61b3aeee0788
  • Artificial Intelligence for Business https://www.udemy.com/share/1021KmBEcad1pSRXg=/
  • Artificial Intelligence Masterclass https://www.udemy.com/share/101u2CBEcad1pSRXg=/

  Computer Vision

  • Convolutional Neural Networks https://coursera.org/share/4a877c4c99c0fe530c87e67d9ae9194c
  • Deep Learning and Computer Vision A-Z: OpenCV, SSD and GANs https://www.udemy.com/share/101rbOBEcad1pSRXg=/

  Data Science

  • Data Scientist with Python https://learn.datacamp.com/career-tracks/data-scientist-with-python
  • Introduction to Data Science in Python https://coursera.org/share/a5cc08486b38b6ac7f69bfd53ecf3ca2
  • Data Science A-Z: Real- Life Data Science Exercises Included https://www.udemy.com/share/101WQoBEcad1pSRXg=/
  • Complete Tableau 2020 Training for Absolute Beginners https://www.udemy.com/share/101rmABEcad1pSRXg=/
  • Data Visualization and Communication with Tableau https://coursera.org/share/f13d3fa6f43ed145ccef411de46236b1
  • How to Win a Data Science Competition: Learn from Top Kagglers https://coursera.org/share/54421b8d11d4086cba3a8c452871fc4e
  • Rank Aggregation Problem
    • David P. Williamson (2012) The Rank Aggregation Problem
    • Kostas Stefanidis (2016) Rank Aggregation
    • Zabashta, Alexey & Smetannikov, Ivan & Filchenkov, Andrey (2016) Rank Aggregation Algorithm Selection Meets Feature Selection
    • rankaggretation - a Python package that implements some rank aggregation methods

  KNIME

  • Bootcamp for KNIME Analytics Platform https://www.udemy.com/share/101rv6BEcad1pSRXg=/
  • Code Free Data Science https://coursera.org/share/5c1ff5f271efa261dca76ee57891eebf
  • Machine Learning with Big Data https://coursera.org/share/dfe08a2b179446578bb2ab5c627d87d4
  • Data analyzing and machine learning Hands-on with KNIME https://www.udemy.com/share/101N0jBEcad1pSRXg=/

  IoT

  Node-Red

  • A developer's guide to the Internet of Things (IoT) https://coursera.org/share/9c6c4c148791c0ce6ecbbe531218388d
  • A Developer's guide to Node-RED https://coursera.org/share/f8c03ea435a81d3aa7316f8d0ce46798

  Prototype Boards

  • Introduction to Programming with IoT Boards https://coursera.org/share/40e18bc8056afcdc8bb29a3576f5ad2e
  • Interfacing with the Arduino https://coursera.org/share/9f5479125c6969d5332d5df216c04f6c
  • Interfacing with the Raspberry Pi https://coursera.org/share/8bb9e975eb0ac88098e98ffbbe1300a0

  3D Design

  • Learn Fusion 360 in 30 days for Complete Beginners! (Part 1) https://www.udemy.com/course/learn-fusion-360-in-30-days-for-complete-beginners-part-1/learn/lecture/10724684#overview
  • Learn Fusion 360 in 30 days for Complete Beginners! (Part 2) https://www.udemy.com/course/learn-fusion-360-in-30-days-for-complete-beginners-part-2/learn/lecture/12711795?start=0#overview
  • Learn Fusion 360 in 30 days for Complete Beginners! (Part 3) https://www.udemy.com/course/learn-fusion-360-in-30-days-for-complete-beginners-part-3/learn/lecture/13045000?start=0#overview
  • Introduction to Design for Innovation using Fusion 360 https://www.udemy.com/share/101vbOBEcad1pSRXg=/

• Infrastructure

  AWS Certified Solutions Architect – Associate

  AWS Certified Cloud Practitioner 2020

  AWS exam prep (mock exam)

• Misc

  PMP Exam Prep Seminar - PMBOK Guide 6: https://www.udemy.com/course/pmp-pmbok6-35-pdus/