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Data Science (Python (scikit-learn (https://github.com/amueller), basico …
Data Science
Python
basico :check:
numpy :check:
pandas :check:
sklearn
scikit-learn
https://github.com/amueller
sistema de recomendação
associaçao - similaridade - APRIORI
Big Data
Spark
Pyspark for Big Data :check:
Pentaho :check:
RED-Node
haddop map reduce
cassandra
Cloud
AWS
Redshift
Google
Azure
udemy
flaviofuka
python basico
flaviofukaa-compra
cientista de dados
data science academy
estatistica
probabilidade
matrix de confusao
p-value
intervalo de confianca
correlação
anova
distribuicao de poison
Data visualization
básico
histograma
boxplot
grafico de dispersao
flavio.fukabori@gmail
Sistema de recomendação
colaborative filtering
Regras de associação apriori
Spark - pyspark
machine learning
tensorflow
deep-learning
power bi
NLP jose portilha
data analysis Data visualization
dataquest.io
https://www.codecademy.com/learn/paths/analyze-data-with-python
coursera ibm
ML
AndrewNG Cousera ML
linear algebra
matrix multiplication
linear regression
cost function
gradient descent
learning rate
logistic regression
binary classification
multiclass classification
regularization
overfit
neural networks
multiclass classification
cost function
backpropagation
SVM?
Kmeans?
dimensionaty reduction - PCA
anomaly detection
recomender system
KNN - sklearn
regressao linear
logistic regression
Kmeans
Google ML Crash course
Frameworks
Tensorflow
Tensorflow for DeepLearning - Jose Portilha :warning:
Pytorch
BI
Power bi Alura :check:
bi e power bi udemy DSA
Redes neurais
deep learning.ai :check:
non-SQL
MongoDB
khan academy matematica e estatistica :check: