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a-to-z-resources-for-students

✅ Curated list of resources for college students

ai-q2-learning-resources

AIC Quarter 2 Learning and practice resources

analysing-imdb-reviews-using-glove-and-lstm

Using the IMDB data found in Keras here a few algorithms built with Keras. The source code is from Francois Chollet's book Deep learning with Python. The aim is to predict whether a review is positive or negative just by analyzing the text. Both self-created as well as pre-trained (GloVe) word embeddings are used. Finally there's a LSTM model and the accuracies of the different algorithms are compared. For the LSTM model I had to cut the data sets of 25.000 sequences by 80% to 5.000, since my laptop's CPU was not able to run the data crunching, making the model's not fully comparable.

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

batch04_to_35

PIAIC Quarter 2 Classes

beginning-power-bi-2ed

Source code for 'Beginning Power BI' by Dan Clark

bigdata-coursera

Big Data Specialization on Courserafrom University of California San Diego

blockchain-demo

A web-based demonstration of blockchain concepts.

bootcamp-2020

cat-dog-cnn-classifier

This classifier use Convolution Neural Network approch for kaggle problem to classify Cat vs Dog images.

code_snippets

coursera

Quiz & Assignment of Coursera

coursera-1

coursera-2

This repo saves my project notes and code in Coursera's training programs.

coursera-3

Data sets and scripts for Coursera Big Data Specialization.

coursera-big-data-specialization

Repo for coursera specialization Big Data by UC San Diego

coursera-bigdata-specialization

Coursera Specialization :Big Data for Data Engineers

coursera-ibm-data-science-professional-certificate

IBM Data Science Professional Certificate

coursera-john-hopkins

Data Science

coursera_bigdata_ucsd

UCSD Big Data Specialization General Materials and my Capstone Project.

coursera_capstone

coursera_capstone-1

coursera_capstone-2

Coursera Capstone Project

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

courses-

Quiz & Assignment of Coursera

data-science-

Complete Data Science

data-structures-and-algorithms-specialization

[Coursera] Offered By - University of California San Diego, National Research University Higher School of Economics