Lectura ágil
La novela en formato lectura ágil, es una nueva versión, en donde la escritora se transforma en un personaje más para formar parte de la aventura. Este nuevo formato, no solo se puede leer a través de textos escritos, sino que además va a estar acompañada de audios de la autora e imágenes inéditas. Además, contarán con un tipo de letra y separación especial para poder tener una lectura más ágil. Por último, los lectores podrán recorrerla seleccionando caminos alternativos, transformándose en un protagonista más de la historia.
Capítulos
Links de interés
¿Qué es AI?
- https://towardsdatascience.com/artificial-intelligence-what-is-it-actually-7733032083b1
- https://towardsdatascience.com/artificial-intelligence-ai-terms-simply-explained-745c4734dc6c
- https://www.geeksforgeeks.org/what-is-aiartificial-intelligence/
- https://towardsdatascience.com/artificial-intelligence-d1e45efc99b4
- https://towardsdatascience.com/what-do-you-know-about-artificial-intelligence-cd91cd3946dd
- https://medium.com/towards-artificial-intelligence/understanding-artificial-intelligence-8a040b911b12
- https://www.sas.com/es_ar/insights/analytics/what-is-artificial-intelligence.html
¿Que es Datascience?
- https://towardsdatascience.com/what-is-data-science-8c8fbaef1d37
- https://www.sas.com/en_us/insights/analytics/what-is-a-data-scientist.html
- https://www.geeksforgeeks.org/what-is-data-science/
- https://www.geeksforgeeks.org/overview-of-data-science/
- https://www.geeksforgeeks.org/introduction-to-data-science/
- https://www.geeksforgeeks.org/introduction-data-science-skills-required/
- https://www.geeksforgeeks.org/top-10-data-science-skills-to-learn-in-2020/
- https://www.master-data-scientist.com/que-es-masters-in-data-science/
- https://towardsdatascience.com/how-data-scientists-build-machine-learning-models-in-real-life-f1f333022fb7
- https://towardsdatascience.com/a-beginners-guide-to-data-scientist-67bbc7fc32c9
¿Qué es ML?
- https://medium.com/@prabhdeepsingh3499/what-is-machine-learning-9d646a900ac6
- https://www.geeksforgeeks.org/machine-learning/
- https://www.sas.com/en_us/insights/analytics/machine-learning.html
- https://medium.com/@harish_6956/what-is-machine-learning-deep-learning-7788604004da
- https://medium.com/towards-artificial-intelligence/differences-between-ai-and-machine-learning-and-why-it-matters-1255b182fc6
- https://medium.com/towards-artificial-intelligence/what-is-machine-learning-ml-b58162f97ec7
- https://towardsdatascience.com/what-is-machine-learning-a-visual-explanation-14642b90429f
- https://www.sas.com/es_co/insights/analytics/machine-learning.html
Aprendizaje Supervisado, ¿Qué es?
- https://www.sas.com/en_us/insights/articles/analytics/machine-learning-algorithms-guide.html
- https://www.geeksforgeeks.org/supervised-unsupervised-learning/
- https://www.geeksforgeeks.org/ml-types-learning-supervised-learning/
- https://www.geeksforgeeks.org/difference-between-supervised-and-unsupervised-learning/
- https://medium.com/@juanzambrano/aprendizaje-supervisado-o-no-supervisado-39ccf1fd6e7b
- https://towardsdatascience.com/supervised-vs-unsupervised-learning-14f68e32ea8d
Aprendizaje no supervisado, ¿Qué es?
- https://www.sas.com/en_us/insights/articles/analytics/machine-learning-algorithms-guide.html
- https://www.geeksforgeeks.org/supervised-unsupervised-learning/
- https://www.geeksforgeeks.org/ml-types-learning-supervised-learning/
- https://www.geeksforgeeks.org/difference-between-supervised-and-unsupervised-learning/
- https://medium.com/@juanzambrano/aprendizaje-supervisado-o-no-supervisado-39ccf1fd6e7b
- https://towardsdatascience.com/supervised-vs-unsupervised-learning-14f68e32ea8d
¿Qué es el reinforcement learning?
- https://medium.com/@SmartLabAI/reinforcement-learning-algorithms-an-intuitive-overview-904e2dff5bbc
- https://www.geeksforgeeks.org/what-is-reinforcement-learning/
- https://www.geeksforgeeks.org/ml-reinforcement-learning-algorithm-python-implementation-using-q-learning/
- https://www.geeksforgeeks.org/introduction-to-thompson-sampling-reinforcement-learning/
- https://www.geeksforgeeks.org/upper-confidence-bound-algorithm-in-reinforcement-learning/
- https://towardsdatascience.com/reinforcement-learning-for-everyone-9c1163f61440
- https://medium.com/@bootcampai/reinforcement-learning-aprendizaje-por-refuerzo-c34bb085bb5
¿Qué es una red neuronal?
- https://www.sas.com/en_us/insights/analytics/neural-networks.html
- https://www.geeksforgeeks.org/neural-networks-a-beginners-guide/
- https://www.geeksforgeeks.org/artificial-neural-networks-and-its-applications/
- https://towardsdatascience.com/what-is-a-neural-network-a02b3c2fe3fa
- https://towardsdatascience.com/understanding-neural-networks-19020b758230
- https://medium.com/@hammychang/whats-a-neural-network-f43a21638349
- https://medium.com/@williamkhepri/redes-neuronales-que-son-a64d022298e0
- https://medium.com/@eddydecena/entendiendo-las-redes-neuronales-part-1-fca3adf78c5b
- https://medium.com/@jcrispis56/una-introducci%C3%B3n-completa-a-redes-neuronales-con-python-y-tensorflow-2-0-b7f20bcfebc5
¿Qué es el natural language processing?
- https://www.sas.com/en_us/insights/analytics/what-is-natural-language-processing-nlp.html
- https://towardsdatascience.com/your-guide-to-natural-language-processing-nlp-48ea2511f6e1
- https://towardsdatascience.com/introduction-to-natural-language-processing-for-text-df845750fb63
- https://www.geeksforgeeks.org/introduction-to-natural-language-processing/
- https://www.geeksforgeeks.org/ml-natural-language-processing-using-deep-learning/
- https://www.geeksforgeeks.org/syntax-tree-natural-language-processing/
- https://towardsdatascience.com/roadmap-to-natural-language-processing-nlp-38a81dcff3a6
- https://medium.com/towards-artificial-intelligence/natural-language-processing-nlp-with-python-tutorial-for-beginners-1f54e610a1a0
- https://medium.com/pcmag-access/what-is-natural-language-processing-nlp-d9c09504c0bd
- https://www.sas.com/es_ar/insights/analytics/what-is-natural-language-processing-nlp.html
- https://www.aprendemachinelearning.com/procesamiento-del-lenguaje-natural-nlp/
¿Qué son los algoritmos de clasificación?
- https://medium.com/datadriveninvestor/classification-algorithms-in-machine-learning-85c0ab65ff4
- https://medium.com/edureka/classification-algorithms-ba27044f28f1
- https://medium.com/@codingpilot25/most-commonly-used-classification-algorithms-in-machine-learning-6504b778455d
- https://towardsdatascience.com/machine-learning-classifiers-a5cc4e1b0623
- https://www.geeksforgeeks.org/regression-classification-supervised-machine-learning/
- https://www.geeksforgeeks.org/getting-started-with-classification/
- https://www.geeksforgeeks.org/ml-classification-vs-regression/
- https://www.apd.es/algoritmos-del-machine-learning/
Primeros pasos para desarrollar un algoritmo usando python
- https://towardsdatascience.com/solving-a-simple-classification-problem-with-python-fruits-lovers-edition-d20ab6b071d2
- https://www.digitalocean.com/community/tutorials/how-to-build-a-machine-learning-classifier-in-python-with-scikit-learn
- https://developer.ibm.com/tutorials/learn-classification-algorithms-using-python-and-scikit-learn/
- https://machinelearningmastery.com/machine-learning-in-python-step-by-step/
- https://www.aprendemachinelearning.com/arbol-de-decision-en-python-clasificacion-y-prediccion/
- https://medium.com/towards-artificial-intelligence/machine-learning-algorithms-for-beginners-with-python-code-examples-ml-19c6afd60daa
Machine Learning y SPARK
- https://towardsdatascience.com/a-beginners-guide-to-apache-spark-ff301cb4cd92
- https://www.geeksforgeeks.org/introduction-pyspark-distributed-computing-apache-spark/
- https://www.geeksforgeeks.org/components-of-apache-spark/
- https://www.geeksforgeeks.org/pyspark-linear-regression-with-advanced-feature-dataset-using-apache-mllib/
- https://www.geeksforgeeks.org/pyspark-linear-regression-using-apache-mllib/
- https://towardsdatascience.com/the-what-why-and-when-of-apache-spark-6c27abc19527
- https://towardsdatascience.com/a-neanderthals-guide-to-apache-spark-in-python-9ef1f156d427
- https://medium.com/datos-y-ciencia/c%C3%B3mo-usar-pyspark-en-tu-computadora-dee7978d1a40
- https://medium.com/@crscardellino/procesando-datos-con-spark-i-configurando-apache-spark-y-apache-zeppelin-b8dbda672aa4
- https://medium.com/datos-y-ciencia/apache-spark-para-el-procesamiento-paralelo-de-big-data-r%C3%A1pido-f%C3%A1cil-1c132243cee0
Google Colab
- https://medium.com/deep-learning-turkey/google-colab-free-gpu-tutorial-e113627b9f5d
- https://towardsdatascience.com/10-tips-for-a-better-google-colab-experience-33f8fe721b82
- https://www.geeksforgeeks.org/how-to-use-google-colab/
- https://www.geeksforgeeks.org/how-to-run-python-code-on-google-colaboratory/
- https://www.geeksforgeeks.org/ways-to-import-csv-files-in-google-colab/
- https://www.geeksforgeeks.org/download-anything-to-google-drive-using-google-colab/
- https://medium.com/marvik/google-colab-tips-para-principiantes-e39d6e7051d4
- https://medium.com/@henry.ruiz.tamu/data-science-notes-introducci%C3%B3n-a-colab-14512f262c2d
¿Que es Tensorflow?
- https://medium.com/data-science-bootcamp/introduction-to-tensorflow-7be73a68e1
- https://towardsdatascience.com/tensorflow-a-hands-on-approach-8614372f021f
- https://www.geeksforgeeks.org/introduction-to-tensorflow/
- https://towardsdatascience.com/a-simple-introduction-to-tensorflow-d992eb2e3dbb
- https://medium.com/ai-learners/introducci%C3%B3n-a-tensorflow-parte-1-840c01881658
¿Que es Tensorflow?
- https://medium.com/edureka/pytorch-tutorial-9971d66f6893
- https://www.geeksforgeeks.org/deep-learning-with-pytorch-an-introduction/
- https://www.geeksforgeeks.org/linear-regression-using-pytorch/
- https://towardsdatascience.com/deep-learning-with-pytorch-a93b09bdae96
- https://towardsdatascience.com/what-is-pytorch-a84e4559f0e3
- https://medium.com/analytics-vidhya/not-torturing-in-learning-pytorch-b2f7f169923a
- https://medium.com/analytics-vidhya/not-torturing-in-learning-pytorch-b2f7f169923a
- https://medium.com/datos-y-ciencia/deep-learning-con-pytorch-672469c637f4
Regresión Lineal y el Machine Learning
- https://www.geeksforgeeks.org/ml-linear-regression/
- https://www.geeksforgeeks.org/linear-regression-using-pytorch/
- https://towardsdatascience.com/linear-regression-detailed-view-ea73175f6e86
- https://medium.com/all-about-ml/linear-regression-d41a6a5dcab6
- https://www.geeksforgeeks.org/linear-regression-python-implementation/
- https://www.geeksforgeeks.org/solving-linear-regression-in-python/
- https://www.geeksforgeeks.org/gradient-descent-in-linear-regression/
- https://towardsdatascience.com/the-complete-guide-to-linear-regression-analysis-38a421a89dc2
- https://towardsdatascience.com/simple-linear-regression-and-ols-introduction-to-the-theory-1b48f7c69867
- https://towardsdatascience.com/the-complete-guide-to-linear-regression-analysis-38a421a89dc2
- https://towardsdatascience.com/linear-regression-explained-in-5-minutes-5d643ca0a662
- https://medium.com/datos-y-ciencia/machine-learning-supervisado-fundamentos-de-la-regresi%C3%B3n-lineal-bbcb07fe7fd
- https://medium.com/@bootcampai/la-regresi%C3%B3n-lineal-pr%C3%A1ctica-9077bcd18583
- https://medium.com/@dtellogaete/regresi%C3%B3n-lineal-en-python-y-r-machine-learning-01-ff9d9077f8f
- https://medium.com/@rubialesalberto/regresi%C3%B3n-lineal-con-sklearn-bc61cf94c1e
- https://medium.com/iwannabedatadriven/machine-learning-modelos-de-regresi%C3%B3n-ii-18abc01a9848
- https://medium.com/edureka/pytorch-tutorial-9971d66f6893
¿Qué es K-means?
- https://towardsdatascience.com/understanding-k-means-clustering-in-machine-learning-6a6e67336aa1
- https://medium.com/@tarlanahad/a-friendly-introduction-to-k-means-clustering-algorithm-b31ff7df7ef1
- https://medium.com/bexs-test/text-clustering-with-k-means-a039d84a941b
- https://www.geeksforgeeks.org/k-means-clustering-introduction/
- https://www.geeksforgeeks.org/ml-determine-the-optimal-value-of-k-in-k-means-clustering/
- https://www.geeksforgeeks.org/analysis-of-test-data-using-k-means-clustering-in-python/
- https://towardsdatascience.com/k-means-a-complete-introduction-1702af9cd8c
- https://towardsdatascience.com/understanding-k-means-k-means-and-k-medoids-clustering-algorithms-ad9c9fbf47ca
- https://medium.com/@alcantararosas/k-means-programando-el-algoritmo-desde-cero-en-python-f633b3a1c125
