Armel SOUBEIGA

Armel SOUBEIGA

PhD student in Machine Learning

Certificates

Supervised Learning with scikit-learn

Published:

In May 2020 I completed the specialization Supervised Learning with scikit-learn by datacamp. The specialization contains four courses:

  • Classification
  • Regression
  • Fine-tuning your model
  • Preprocessing and pipelines

Sentiment Analysis in Python

Published:

In May 2020 I completed the specialization Sentiment Analysis in Python by datacamp. The specialization contains four courses:

  • Sentiment Analysis Nuts and Bolts
  • Numeric Features from Reviews
  • More on Numeric Vectors: Transforming Tweets
  • Let’s Predict the Sentiment

Web Scraping in Python

Published:

In May 2020 I completed the specialization Web Scraping in Python by datacamp. The specialization contains four courses:

  • Introduction to HTML
  • XPaths and Selectors
  • CSS Locators, Chaining, and Responses
  • Spiders

Cluster Analysis in Python

Published:

In May 21, 2020 I completed the specialization Cluster Analysis in Python by datacamp. The specialization contains four courses:

  • Introduction to Clustering
  • Hierarchical Clustering
  • K-Means Clustering
  • Clustering in Real World

Introduction to Natural Language Processing in Python

Published:

In May 2020 I completed the specialization Introduction to Natural Language Processing in Python by datacamp. The specialization contains four courses:

  • Regular expressions & word tokenization
  • Simple topic identification
  • Named-entity recognition
  • Building a “fake news” classifier

Introduction to Deep Learning in Python

Published:

In May 20, 2020 I completed the specialization Introduction to Deep Learning in Python by datacamp. The specialization contains four courses:

  • Basics of deep learning and neural networks
  • Optimizing a neural network with backward propagation
  • Building deep learning models with keras
  • Fine-tuning keras models

Feature Engineering with PySpark

Published:

In May 20, 2020 I completed the specialization Feature Engineering with PySpark by datacamp. The specialization contains four courses:

  • Exploratory Data Analysis
  • Wrangling with Spark Functions
  • Feature Engineering
  • Building a Model

Advanced Deep Learning with Keras

Published:

In May 19, 2020 I completed the specialization Advanced Deep Learning with Keras by datacamp. The specialization contains four courses:

  • The Keras Functional API
  • Two Input Networks Using Categorical Embeddings, Shared Layers, and Merge Layers
  • Multiple Inputs: 3 Inputs (and Beyond!)
  • Multiple Outputs

Neural Networks and Deep Learning

Published:

In May 2020 I completed the specialization Neural Networks and Deep Learning by coursera. The specialization contains four courses:

  • Introduction to Deep Learning
  • Neural Networks Basics
  • Shallow Neural Networks
  • Deep Neural Networks

Advanced NLP with spaCy

Published:

In May 2020 I completed the specialization Advanced NLP with spaCy by datacamp. The specialization contains four courses:

  • Finding words, phrases, names and concepts
  • Large-scale data analysis with spaCy
  • Processing Pipelines
  • Training a neural network model