Posts by Tag

• Machine Learning 19
• Python 14
• Classification 8
• Deep Leaning 6
• NLP 5
• PyTorch 4
• Gradient 4
• Tensors 4
• Neural Network 4
• Text 4
• Keras 3
• Software Engineering 3
• Algorithm 3
• Random Forest 3
• Deep Learning 3
• metaheuristics 2
• optimization 2
• data science 2
• Linear Regression 2
• TensorFlow 2
• SQL 2
• SQLServer 2
• Database 2
• R-Language 2
• PCA 2
• Logistic Regression 2
• CNN 2
• CART 2
• Decision Tree 2
• Supervised 2
• sk-learn 2
• Big Data 2
• Distributed Processing 2
• Linux 2
• Tensorflow 2
• Sk-learn 2
• Language Model 2
• RNN 2
• genetics 1
• algorithm 1
• Statistics 1
• Tests 1
• distribution 1
• probability 1
• RDBMS 1
• Web Scrapping 1
• BeautifulSoup 1
• CSV 1
• Clustering 1
• Unsupervised 1
• Visualization 1
• K-Means 1
• Scikit-learn 1
• Autograd 1
• Non-linear regression 1
• GPU 1
• Survival Analysis 1
• Kaplan-Meier 1
• Cox Proportional Hazard 1
• AIC 1
• Elastic Net 1
• KNN 1
• Simulation 1
• Agent Based Modeling 1
• NetLogo 1
• Diffusion 1
• ABM 1
• Yarn 1
• Cloudera 1
• Hadoop 1
• Docker 1
• Data Cleaning 1
• EDA 1
• Data Analysis 1
• Data Visualization 1
• Pandas 1
• Record Linkage 1
• Multi-class 1
• Multi-label 1
• Naive Bayes 1
• Bag of words 1
• TF-IDF 1
• LSTM 1
• Convolution 1
• NMT 1
• GRU 1
• translation 1
• Attention 1

Machine Learning

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

Neural characters language models

16 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

N-gram language models or how to write scientific papers

11 minute read

Language Model, NLP, Machine Learning, Python, Text

Prohibited Comments Classification

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

Data Cleaning And Exploratory Data Analysis Of A Fuzzy Dataset

2 minute read

Data Cleaning, EDA, Data Analysis, Data Visualization, Pandas, Record Linkage, Machine Learning, Python

Titanic Dataset Analysis with Scikit-Learn Pipeline

less than 1 minute read

Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, Python

Decision Trees and Random Forest Project

less than 1 minute read

CART, Random Forest, Machine Learning, Classification, Python, sk-learn

K Nearest Neighbors Project

less than 1 minute read

KNN, Machine Learning, Classification, Python, sk-learn

LendingClub DataSet Analysis with Keras - Tensorflow

less than 1 minute read

Deep Leaning, Keras, TensorFlow, Machine Learning, Classification, Neural Network, Python

Titanic dataset analysis with CART and Random Forest

less than 1 minute read

CART, Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, R-Language

Deep Learning Lab 4: Neural Network on GPU

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Classification, Neural Network, GPU

Deep Learning Lab 3: Training an image Classifier

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Classification, Neural Network, CNN

Deep Learning Lab 2: Autograd - automatic differentiation

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Autograd, Non-linear regression

Classification and dimensionality reduction

less than 1 minute read

Classification, Logistic Regression, Machine Learning, PCA, Python, Scikit-learn

Airbnb Paris listing data clustering

less than 1 minute read

Clustering, Unsupervised, Algorithm, Machine Learning, Visualization, R-Language, K-Means, PCA

Artificial Neural Network Project: House Prices - Advanced Regression Techniques

less than 1 minute read

Deep Leaning, TensorFlow, Keras, Machine Learning, Linear Regression, Gradient, Tensors

Deep Learning Lab 1: Pytorch tensors tutorial

1 minute read

Deep Leaning, PyTorch, Machine Learning, Linear Regression, Gradient, Tensors

Statistics Learning Project: Normal distribution and goodness of fit tests

less than 1 minute read

Statistics, Tests, distribution, Machine Learning, probability

Back to top ↑

Python

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

Neural characters language models

16 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

N-gram language models or how to write scientific papers

11 minute read

Language Model, NLP, Machine Learning, Python, Text

Prohibited Comments Classification

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

Data Cleaning And Exploratory Data Analysis Of A Fuzzy Dataset

2 minute read

Data Cleaning, EDA, Data Analysis, Data Visualization, Pandas, Record Linkage, Machine Learning, Python

Hadoop Map Reduce Example Using Yarn

1 minute read

Big Data, Distributed Processing, Yarn, Python, Linux, Cloudera

Titanic Dataset Analysis with Scikit-Learn Pipeline

less than 1 minute read

Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, Python

Decision Trees and Random Forest Project

less than 1 minute read

CART, Random Forest, Machine Learning, Classification, Python, sk-learn

K Nearest Neighbors Project

less than 1 minute read

KNN, Machine Learning, Classification, Python, sk-learn

LendingClub DataSet Analysis with Keras - Tensorflow

less than 1 minute read

Deep Leaning, Keras, TensorFlow, Machine Learning, Classification, Neural Network, Python

Classification and dimensionality reduction

less than 1 minute read

Classification, Logistic Regression, Machine Learning, PCA, Python, Scikit-learn

Web Scrapping Job Postings with Python and BeautifulSoup

2 minute read

Software Engineering, Python, Web Scrapping, BeautifulSoup, CSV

In memory SQL division using Python

less than 1 minute read

Software Engineering, SQL, Python, SQLServer, Database

Back to top ↑

Classification

Prohibited Comments Classification

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

Decision Trees and Random Forest Project

less than 1 minute read

CART, Random Forest, Machine Learning, Classification, Python, sk-learn

K Nearest Neighbors Project

less than 1 minute read

KNN, Machine Learning, Classification, Python, sk-learn

LendingClub DataSet Analysis with Keras - Tensorflow

less than 1 minute read

Deep Leaning, Keras, TensorFlow, Machine Learning, Classification, Neural Network, Python

Deep Learning Lab 4: Neural Network on GPU

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Classification, Neural Network, GPU

Deep Learning Lab 3: Training an image Classifier

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Classification, Neural Network, CNN

Classification and dimensionality reduction

less than 1 minute read

Classification, Logistic Regression, Machine Learning, PCA, Python, Scikit-learn

Back to top ↑

Deep Leaning

LendingClub DataSet Analysis with Keras - Tensorflow

less than 1 minute read

Deep Leaning, Keras, TensorFlow, Machine Learning, Classification, Neural Network, Python

Deep Learning Lab 4: Neural Network on GPU

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Classification, Neural Network, GPU

Deep Learning Lab 3: Training an image Classifier

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Classification, Neural Network, CNN

Deep Learning Lab 2: Autograd - automatic differentiation

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Autograd, Non-linear regression

Artificial Neural Network Project: House Prices - Advanced Regression Techniques

less than 1 minute read

Deep Leaning, TensorFlow, Keras, Machine Learning, Linear Regression, Gradient, Tensors

Deep Learning Lab 1: Pytorch tensors tutorial

1 minute read

Deep Leaning, PyTorch, Machine Learning, Linear Regression, Gradient, Tensors

Back to top ↑

NLP

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

Neural characters language models

16 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

N-gram language models or how to write scientific papers

11 minute read

Language Model, NLP, Machine Learning, Python, Text

Prohibited Comments Classification

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

Back to top ↑

PyTorch

Deep Learning Lab 4: Neural Network on GPU

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Classification, Neural Network, GPU

Deep Learning Lab 3: Training an image Classifier

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Classification, Neural Network, CNN

Deep Learning Lab 2: Autograd - automatic differentiation

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Autograd, Non-linear regression

Deep Learning Lab 1: Pytorch tensors tutorial

1 minute read

Deep Leaning, PyTorch, Machine Learning, Linear Regression, Gradient, Tensors

Back to top ↑

Gradient

Deep Learning Lab 3: Training an image Classifier

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Classification, Neural Network, CNN

Deep Learning Lab 2: Autograd - automatic differentiation

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Autograd, Non-linear regression

Artificial Neural Network Project: House Prices - Advanced Regression Techniques

less than 1 minute read

Deep Leaning, TensorFlow, Keras, Machine Learning, Linear Regression, Gradient, Tensors

Deep Learning Lab 1: Pytorch tensors tutorial

1 minute read

Deep Leaning, PyTorch, Machine Learning, Linear Regression, Gradient, Tensors

Back to top ↑

Tensors

Deep Learning Lab 3: Training an image Classifier

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Classification, Neural Network, CNN

Deep Learning Lab 2: Autograd - automatic differentiation

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Autograd, Non-linear regression

Artificial Neural Network Project: House Prices - Advanced Regression Techniques

less than 1 minute read

Deep Leaning, TensorFlow, Keras, Machine Learning, Linear Regression, Gradient, Tensors

Deep Learning Lab 1: Pytorch tensors tutorial

1 minute read

Deep Leaning, PyTorch, Machine Learning, Linear Regression, Gradient, Tensors

Back to top ↑

Neural Network

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

LendingClub DataSet Analysis with Keras - Tensorflow

less than 1 minute read

Deep Leaning, Keras, TensorFlow, Machine Learning, Classification, Neural Network, Python

Deep Learning Lab 4: Neural Network on GPU

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Classification, Neural Network, GPU

Deep Learning Lab 3: Training an image Classifier

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Classification, Neural Network, CNN

Back to top ↑

Text

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

Neural characters language models

16 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

N-gram language models or how to write scientific papers

11 minute read

Language Model, NLP, Machine Learning, Python, Text

Prohibited Comments Classification

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text

Back to top ↑

Keras

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

LendingClub DataSet Analysis with Keras - Tensorflow

less than 1 minute read

Deep Leaning, Keras, TensorFlow, Machine Learning, Classification, Neural Network, Python

Artificial Neural Network Project: House Prices - Advanced Regression Techniques

less than 1 minute read

Deep Leaning, TensorFlow, Keras, Machine Learning, Linear Regression, Gradient, Tensors

Back to top ↑

Software Engineering

Web Scrapping Job Postings with Python and BeautifulSoup

2 minute read

Software Engineering, Python, Web Scrapping, BeautifulSoup, CSV

In memory SQL division using Python

less than 1 minute read

Software Engineering, SQL, Python, SQLServer, Database

Some complex SQL queries

6 minute read

Software Engineering, SQL, RDBMS, SQLServer, Database

Back to top ↑

Algorithm

Titanic Dataset Analysis with Scikit-Learn Pipeline

less than 1 minute read

Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, Python

Titanic dataset analysis with CART and Random Forest

less than 1 minute read

CART, Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, R-Language

Airbnb Paris listing data clustering

less than 1 minute read

Clustering, Unsupervised, Algorithm, Machine Learning, Visualization, R-Language, K-Means, PCA

Back to top ↑

Random Forest

Titanic Dataset Analysis with Scikit-Learn Pipeline

less than 1 minute read

Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, Python

Decision Trees and Random Forest Project

less than 1 minute read

CART, Random Forest, Machine Learning, Classification, Python, sk-learn

Titanic dataset analysis with CART and Random Forest

less than 1 minute read

CART, Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, R-Language

Back to top ↑

Deep Learning

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

Neural characters language models

16 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

Back to top ↑

metaheuristics

Metaheuristics Project: Genetics Algorithms Optimization

less than 1 minute read

metaheuristics, optimization, data science, genetics, algorithm

Metaheuristics Project: Simulated Annealing

less than 1 minute read

metaheuristics, optimization, data science

Back to top ↑

optimization

Metaheuristics Project: Genetics Algorithms Optimization

less than 1 minute read

metaheuristics, optimization, data science, genetics, algorithm

Metaheuristics Project: Simulated Annealing

less than 1 minute read

metaheuristics, optimization, data science

Back to top ↑

data science

Metaheuristics Project: Genetics Algorithms Optimization

less than 1 minute read

metaheuristics, optimization, data science, genetics, algorithm

Metaheuristics Project: Simulated Annealing

less than 1 minute read

metaheuristics, optimization, data science

Back to top ↑

Linear Regression

Artificial Neural Network Project: House Prices - Advanced Regression Techniques

less than 1 minute read

Deep Leaning, TensorFlow, Keras, Machine Learning, Linear Regression, Gradient, Tensors

Deep Learning Lab 1: Pytorch tensors tutorial

1 minute read

Deep Leaning, PyTorch, Machine Learning, Linear Regression, Gradient, Tensors

Back to top ↑

TensorFlow

LendingClub DataSet Analysis with Keras - Tensorflow

less than 1 minute read

Deep Leaning, Keras, TensorFlow, Machine Learning, Classification, Neural Network, Python

Artificial Neural Network Project: House Prices - Advanced Regression Techniques

less than 1 minute read

Deep Leaning, TensorFlow, Keras, Machine Learning, Linear Regression, Gradient, Tensors

Back to top ↑

SQL

In memory SQL division using Python

less than 1 minute read

Software Engineering, SQL, Python, SQLServer, Database

Some complex SQL queries

6 minute read

Software Engineering, SQL, RDBMS, SQLServer, Database

Back to top ↑

SQLServer

In memory SQL division using Python

less than 1 minute read

Software Engineering, SQL, Python, SQLServer, Database

Some complex SQL queries

6 minute read

Software Engineering, SQL, RDBMS, SQLServer, Database

Back to top ↑

Database

In memory SQL division using Python

less than 1 minute read

Software Engineering, SQL, Python, SQLServer, Database

Some complex SQL queries

6 minute read

Software Engineering, SQL, RDBMS, SQLServer, Database

Back to top ↑

R-Language

Titanic dataset analysis with CART and Random Forest

less than 1 minute read

CART, Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, R-Language

Airbnb Paris listing data clustering

less than 1 minute read

Clustering, Unsupervised, Algorithm, Machine Learning, Visualization, R-Language, K-Means, PCA

Back to top ↑

PCA

Classification and dimensionality reduction

less than 1 minute read

Classification, Logistic Regression, Machine Learning, PCA, Python, Scikit-learn

Airbnb Paris listing data clustering

less than 1 minute read

Clustering, Unsupervised, Algorithm, Machine Learning, Visualization, R-Language, K-Means, PCA

Back to top ↑

Logistic Regression

Prohibited Comments Classification

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text

Classification and dimensionality reduction

less than 1 minute read

Classification, Logistic Regression, Machine Learning, PCA, Python, Scikit-learn

Back to top ↑

CNN

Neural characters language models

16 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

Deep Learning Lab 3: Training an image Classifier

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Classification, Neural Network, CNN

Back to top ↑

CART

Decision Trees and Random Forest Project

less than 1 minute read

CART, Random Forest, Machine Learning, Classification, Python, sk-learn

Titanic dataset analysis with CART and Random Forest

less than 1 minute read

CART, Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, R-Language

Back to top ↑

Decision Tree

Titanic Dataset Analysis with Scikit-Learn Pipeline

less than 1 minute read

Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, Python

Titanic dataset analysis with CART and Random Forest

less than 1 minute read

CART, Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, R-Language

Back to top ↑

Supervised

Titanic Dataset Analysis with Scikit-Learn Pipeline

less than 1 minute read

Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, Python

Titanic dataset analysis with CART and Random Forest

less than 1 minute read

CART, Decision Tree, Random Forest, Supervised, Algorithm, Machine Learning, R-Language

Back to top ↑

sk-learn

Decision Trees and Random Forest Project

less than 1 minute read

CART, Random Forest, Machine Learning, Classification, Python, sk-learn

K Nearest Neighbors Project

less than 1 minute read

KNN, Machine Learning, Classification, Python, sk-learn

Back to top ↑

Big Data

Setting up a Hadoop cluster on Windows using Docker and WSL2

2 minute read

Big Data, Distributed Processing, Linux, Hadoop, Docker

Hadoop Map Reduce Example Using Yarn

1 minute read

Big Data, Distributed Processing, Yarn, Python, Linux, Cloudera

Back to top ↑

Distributed Processing

Setting up a Hadoop cluster on Windows using Docker and WSL2

2 minute read

Big Data, Distributed Processing, Linux, Hadoop, Docker

Hadoop Map Reduce Example Using Yarn

1 minute read

Big Data, Distributed Processing, Yarn, Python, Linux, Cloudera

Back to top ↑

Linux

Setting up a Hadoop cluster on Windows using Docker and WSL2

2 minute read

Big Data, Distributed Processing, Linux, Hadoop, Docker

Hadoop Map Reduce Example Using Yarn

1 minute read

Big Data, Distributed Processing, Yarn, Python, Linux, Cloudera

Back to top ↑

Tensorflow

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

Back to top ↑

Sk-learn

Prohibited Comments Classification

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

Back to top ↑

Language Model

Neural characters language models

16 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

N-gram language models or how to write scientific papers

11 minute read

Language Model, NLP, Machine Learning, Python, Text

Back to top ↑

RNN

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

Neural characters language models

16 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

Back to top ↑

genetics

Metaheuristics Project: Genetics Algorithms Optimization

less than 1 minute read

metaheuristics, optimization, data science, genetics, algorithm

Back to top ↑

algorithm

Metaheuristics Project: Genetics Algorithms Optimization

less than 1 minute read

metaheuristics, optimization, data science, genetics, algorithm

Back to top ↑

Statistics

Statistics Learning Project: Normal distribution and goodness of fit tests

less than 1 minute read

Statistics, Tests, distribution, Machine Learning, probability

Back to top ↑

Tests

Statistics Learning Project: Normal distribution and goodness of fit tests

less than 1 minute read

Statistics, Tests, distribution, Machine Learning, probability

Back to top ↑

distribution

Statistics Learning Project: Normal distribution and goodness of fit tests

less than 1 minute read

Statistics, Tests, distribution, Machine Learning, probability

Back to top ↑

probability

Statistics Learning Project: Normal distribution and goodness of fit tests

less than 1 minute read

Statistics, Tests, distribution, Machine Learning, probability

Back to top ↑

RDBMS

Some complex SQL queries

6 minute read

Software Engineering, SQL, RDBMS, SQLServer, Database

Back to top ↑

Web Scrapping

Web Scrapping Job Postings with Python and BeautifulSoup

2 minute read

Software Engineering, Python, Web Scrapping, BeautifulSoup, CSV

Back to top ↑

BeautifulSoup

Web Scrapping Job Postings with Python and BeautifulSoup

2 minute read

Software Engineering, Python, Web Scrapping, BeautifulSoup, CSV

Back to top ↑

CSV

Web Scrapping Job Postings with Python and BeautifulSoup

2 minute read

Software Engineering, Python, Web Scrapping, BeautifulSoup, CSV

Back to top ↑

Clustering

Airbnb Paris listing data clustering

less than 1 minute read

Clustering, Unsupervised, Algorithm, Machine Learning, Visualization, R-Language, K-Means, PCA

Back to top ↑

Unsupervised

Airbnb Paris listing data clustering

less than 1 minute read

Clustering, Unsupervised, Algorithm, Machine Learning, Visualization, R-Language, K-Means, PCA

Back to top ↑

Visualization

Airbnb Paris listing data clustering

less than 1 minute read

Clustering, Unsupervised, Algorithm, Machine Learning, Visualization, R-Language, K-Means, PCA

Back to top ↑

K-Means

Airbnb Paris listing data clustering

less than 1 minute read

Clustering, Unsupervised, Algorithm, Machine Learning, Visualization, R-Language, K-Means, PCA

Back to top ↑

Scikit-learn

Classification and dimensionality reduction

less than 1 minute read

Classification, Logistic Regression, Machine Learning, PCA, Python, Scikit-learn

Back to top ↑

Autograd

Deep Learning Lab 2: Autograd - automatic differentiation

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Autograd, Non-linear regression

Back to top ↑

Non-linear regression

Deep Learning Lab 2: Autograd - automatic differentiation

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Gradient, Tensors, Autograd, Non-linear regression

Back to top ↑

GPU

Deep Learning Lab 4: Neural Network on GPU

less than 1 minute read

Deep Leaning, PyTorch, Machine Learning, Classification, Neural Network, GPU

Back to top ↑

Survival Analysis

Employees turnover study using survival analysis

less than 1 minute read

Survival Analysis, Kaplan-Meier, Cox Proportional Hazard, AIC, Elastic Net

Back to top ↑

Kaplan-Meier

Employees turnover study using survival analysis

less than 1 minute read

Survival Analysis, Kaplan-Meier, Cox Proportional Hazard, AIC, Elastic Net

Back to top ↑

Cox Proportional Hazard

Employees turnover study using survival analysis

less than 1 minute read

Survival Analysis, Kaplan-Meier, Cox Proportional Hazard, AIC, Elastic Net

Back to top ↑

AIC

Employees turnover study using survival analysis

less than 1 minute read

Survival Analysis, Kaplan-Meier, Cox Proportional Hazard, AIC, Elastic Net

Back to top ↑

Elastic Net

Employees turnover study using survival analysis

less than 1 minute read

Survival Analysis, Kaplan-Meier, Cox Proportional Hazard, AIC, Elastic Net

Back to top ↑

KNN

K Nearest Neighbors Project

less than 1 minute read

KNN, Machine Learning, Classification, Python, sk-learn

Back to top ↑

Simulation

Product Adoption Simulation With Network And Broadcast Influence Using NetLogo

2 minute read

Simulation, Agent Based Modeling, NetLogo, Diffusion, ABM

Back to top ↑

Agent Based Modeling

Product Adoption Simulation With Network And Broadcast Influence Using NetLogo

2 minute read

Simulation, Agent Based Modeling, NetLogo, Diffusion, ABM

Back to top ↑

NetLogo

Product Adoption Simulation With Network And Broadcast Influence Using NetLogo

2 minute read

Simulation, Agent Based Modeling, NetLogo, Diffusion, ABM

Back to top ↑

Diffusion

Product Adoption Simulation With Network And Broadcast Influence Using NetLogo

2 minute read

Simulation, Agent Based Modeling, NetLogo, Diffusion, ABM

Back to top ↑

ABM

Product Adoption Simulation With Network And Broadcast Influence Using NetLogo

2 minute read

Simulation, Agent Based Modeling, NetLogo, Diffusion, ABM

Back to top ↑

Yarn

Hadoop Map Reduce Example Using Yarn

1 minute read

Big Data, Distributed Processing, Yarn, Python, Linux, Cloudera

Back to top ↑

Cloudera

Hadoop Map Reduce Example Using Yarn

1 minute read

Big Data, Distributed Processing, Yarn, Python, Linux, Cloudera

Back to top ↑

Hadoop

Setting up a Hadoop cluster on Windows using Docker and WSL2

2 minute read

Big Data, Distributed Processing, Linux, Hadoop, Docker

Back to top ↑

Docker

Setting up a Hadoop cluster on Windows using Docker and WSL2

2 minute read

Big Data, Distributed Processing, Linux, Hadoop, Docker

Back to top ↑

Data Cleaning

Data Cleaning And Exploratory Data Analysis Of A Fuzzy Dataset

2 minute read

Data Cleaning, EDA, Data Analysis, Data Visualization, Pandas, Record Linkage, Machine Learning, Python

Back to top ↑

EDA

Data Cleaning And Exploratory Data Analysis Of A Fuzzy Dataset

2 minute read

Data Cleaning, EDA, Data Analysis, Data Visualization, Pandas, Record Linkage, Machine Learning, Python

Back to top ↑

Data Analysis

Data Cleaning And Exploratory Data Analysis Of A Fuzzy Dataset

2 minute read

Data Cleaning, EDA, Data Analysis, Data Visualization, Pandas, Record Linkage, Machine Learning, Python

Back to top ↑

Data Visualization

Data Cleaning And Exploratory Data Analysis Of A Fuzzy Dataset

2 minute read

Data Cleaning, EDA, Data Analysis, Data Visualization, Pandas, Record Linkage, Machine Learning, Python

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Pandas

Data Cleaning And Exploratory Data Analysis Of A Fuzzy Dataset

2 minute read

Data Cleaning, EDA, Data Analysis, Data Visualization, Pandas, Record Linkage, Machine Learning, Python

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Record Linkage

Data Cleaning And Exploratory Data Analysis Of A Fuzzy Dataset

2 minute read

Data Cleaning, EDA, Data Analysis, Data Visualization, Pandas, Record Linkage, Machine Learning, Python

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Multi-class

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

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Multi-label

Multi-class Multi-label Classification Model based on the ONET Job Database

less than 1 minute read

Classification, Deep Learning, Keras, Tensorflow, Sk-learn, Neural Network, NLP, Machine Learning, Python, Multi-class, Multi-label

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Naive Bayes

Prohibited Comments Classification

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text

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Bag of words

Prohibited Comments Classification

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text

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TF-IDF

Prohibited Comments Classification

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text

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LSTM

Neural characters language models

16 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

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Convolution

Neural characters language models

16 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

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NMT

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

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GRU

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

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translation

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

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Attention

Neural machine translation with attention

15 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

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