Curriculum

PDF version: Carlos_Hernandez_Olivan_CV.pdf

Courses and Certifications

*Professional Certificates

Courses

Doing Audio Signal Processing for Music Applications (Pompeu Fabra and Stanford University)

Doing *Functional Programming in Scala (EPFL)
  1. Functional Programming Principles in Scala
  2. Functional Program Design in Scala
  3. Parallel Programming
  4. Big Data Analysis with Scala and Spark
  5. Functional Programming in Scala Capstone
Doing *Google Project Management Professional Certificate (Google)
  1. Foundations of Project Management
  2. Project Initiation: Starting a Successful Project
  3. Project Planning: Putting It All Together
  4. Agile Project Management
  5. Capstone: Applying Project Management in the Real World
Apr 2021 *IBM AI Engineering Professional Certificate (IBM) Certificate
  1. Machine Learning with Python (6 weeks) Certificate
  2. Scalable ML on Big Data using Apache Spark (6 weeks) Certificate
  3. Introduction to DL and NN with Keras (6 weeks) Certificate
  4. Deep NN with Pytorch (6 weeks) Certificate
  5. Building DL models with Tensorflow (6 weeks) Certificate
  6. AI Capstone Project with DL (6 weeks) Certificate
Mar 2021 How to write and structure your academic article for publication (Chalesworth Author Services)

Jan 2021 Bayesian Methods for Machine Learning (National Research University HSE) Certificate

Dec 2020 *Python for Everybody Specialization Program (Univerity of Michigan) Certificate
  1. Programming for Everybody (Getting Started with Python) (7 weeks) Certificate
  2. Python Data Structures (7 weeks) Certificate
  3. Using Python to Access Web Data (7 weeks) Certificate
  4. Using Databases with Python (7 weeks) Certificate
  5. Capstone: Retrieving, Processing, and Visualizing Data with Python (7 weeks) Certificate
Nov 2020 *Probabilistic Graphical Models Specialization Program (University of Stanford) Certificate
  1. Representation (5 weeks) Certificate
  2. Inference (5 weeks) Certificate
  3. Learning (5 weeks) Certificate
Oct 2020 *Google IT Support Specialist Professional Certificate Certificate
  1. Technical Support Fundamentals (6 weeks) Certificate
  2. The Bits and Bytes of Computer Networking (6 weeks) Certificate
  3. Operating Systems and You: Becoming a Power User (6 weeks) Certificate
  4. System Administration and IT Infrastructure Services (6 weeks) Certificate
  5. IT Security: Defense against the digital dark arts (6 weeks) Certificate
Sept 2020 Machine Learning Pipelines with Azure ML Studio Certificate

Sept 2020 *Natural Language Processing Specialization Program (DeepLearning.AI) Certificate
  1. NLP with Classification and Vector Spaces (4 weeks) Certificate
  2. NLP with Probabilistic Models (4 weeks) Certificate
  3. NLP with with Sequence Models (4 weeks) Certificate
  4. NLP with with Attention Models (4 weeks) Certificate
Aug 2020 *Deep Learning Specialization Program (DeepLearning.AI) Certificate
  1. Neural Networks and Deep Learning (4 weeks) Certificate
  2. Improving Deep Neural Networks (3 weeks) Certificate
  3. Structuring Machine Learning Projects (2 weeks) Certificate
  4. Convolutional Neural Networks (4 weeks) Certificate
  5. Sequence Models (4 weeks) Certificate