GitHub - cosc-526/home.page: contains course data files, assignment notebooks, miscellaneous, readings, and syllabus

Introduction to Data.M.i.n.i.n.g.

[M8 Interviewing tools]cheat.Interview.prep.for.AI.ML.NLP.a.prasad.pdf

Python software

colab =>google notebooks with other features like expand\collapse
Jupyter.Notebooks.install
JupyterLite.Cloud, aka web.based Python
- jupyterlite cloud => great utility! -> use of PySpark in lite not recommended

see canvas for exhaustive syllabi items

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Introduction to Data.M.i.n.i.n.g.

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Name		Name	Last commit message	Last commit date
Latest commit History 264 Commits
m2		m2
m3		m3
m4		m4
DataScience Unicorn (reddit).pdf		DataScience Unicorn (reddit).pdf
M.8.exercises.an.templates.docx		M.8.exercises.an.templates.docx
M.8.exercises.an.templates.pdf		M.8.exercises.an.templates.pdf
README.md		README.md
Ram_Poster_Health.pdf		Ram_Poster_Health.pdf
artcile.M.8.AI.in.talent.recruitment_Albert.pdf		artcile.M.8.AI.in.talent.recruitment_Albert.pdf
article.M.10.CRISP-DM.20.years.data.mining.to.data.science.pdf		article.M.10.CRISP-DM.20.years.data.mining.to.data.science.pdf
article.M.10.ML.DL.libraries.for.large.scale.data.mining.pdf		article.M.10.ML.DL.libraries.for.large.scale.data.mining.pdf
article.M.10.comparing.boosting.and.bagging.for.decision.tree.rankings.pdf		article.M.10.comparing.boosting.and.bagging.for.decision.tree.rankings.pdf
article.M.8.2023-gartner-top-strategic-technology-trends-ebook.pdf		article.M.8.2023-gartner-top-strategic-technology-trends-ebook.pdf
article.M.8.algorithmic.recruitment.and.AI.ethics.pdf		article.M.8.algorithmic.recruitment.and.AI.ethics.pdf
article.M.8.learning.agility.ontological.framework.pdf		article.M.8.learning.agility.ontological.framework.pdf
article.M.8.learning.data.science.elementary.school.pdf		article.M.8.learning.data.science.elementary.school.pdf
article.M.8.machine.learning.personnel.selection.pdf		article.M.8.machine.learning.personnel.selection.pdf
article.M.8.privacy.job.search.pdf		article.M.8.privacy.job.search.pdf
article.M.8.what.i.wish.i.knew.now.when.start.grad.school.koenig.pdf		article.M.8.what.i.wish.i.knew.now.when.start.grad.school.koenig.pdf
article.M.9.alternating.least.squares.Recommender.systems.Gosh.Nahar.Wahab.pdf		article.M.9.alternating.least.squares.Recommender.systems.Gosh.Nahar.Wahab.pdf
article.M.9.recommender.systems.recent.developments.2023.pdf		article.M.9.recommender.systems.recent.developments.2023.pdf
article.agorithm.Local.Outlier.Factor.algorithms.for.outlier.detection.big.data.streaming.pdf		article.agorithm.Local.Outlier.Factor.algorithms.for.outlier.detection.big.data.streaming.pdf
article.algorithm.isolation.forest.2022.pdf		article.algorithm.isolation.forest.2022.pdf
article.algorithms.DBSCAN.Fast.Density-Based.Clustering.w.R.2019.pdf		article.algorithms.DBSCAN.Fast.Density-Based.Clustering.w.R.2019.pdf
article.algorithms.autoencoders.2020.pdf		article.algorithms.autoencoders.2020.pdf
article.algorithms.t-SNE.vandermaaten.2008.pdf		article.algorithms.t-SNE.vandermaaten.2008.pdf
article.data.Mine.2020.A Review of Local Outlier Factor Algorithms for Outlier Detection.pdf		article.data.Mine.2020.A Review of Local Outlier Factor Algorithms for Outlier Detection.pdf
article.spark.Architecting.ML.pipeline.samaan.jeiad.pdf		article.spark.Architecting.ML.pipeline.samaan.jeiad.pdf
article.survey.spark.ecosystem.TangHe.Yu.Li.pdf		article.survey.spark.ecosystem.TangHe.Yu.Li.pdf
assignment.M.5.spooky.authorship.pdf		assignment.M.5.spooky.authorship.pdf
assignment.M.6.MORE.spooky.authorship.pdf		assignment.M.6.MORE.spooky.authorship.pdf
assignment.M.8.1.aws.bus.intelligence.engineer.job.description.pdf		assignment.M.8.1.aws.bus.intelligence.engineer.job.description.pdf
assignment.M.8.2.aws.interview.preparation.pdf		assignment.M.8.2.aws.interview.preparation.pdf
assignment.M.8.3.aws.leadership.principals.pdf		assignment.M.8.3.aws.leadership.principals.pdf
assignment.M.8.4.aws.knowledge.check.pdf		assignment.M.8.4.aws.knowledge.check.pdf
assignment.M.8.5.ML.architect.principals.pdf		assignment.M.8.5.ML.architect.principals.pdf
assignment.reference.M.2.missing.data.techniques.pdf		assignment.reference.M.2.missing.data.techniques.pdf
b.Andrew.Ng.machine.learning.yearning.pdf		b.Andrew.Ng.machine.learning.yearning.pdf
cheat.Interview.prep.for.AI.ML.NLP.a.prasad.pdf		cheat.Interview.prep.for.AI.ML.NLP.a.prasad.pdf
cheat.algorithms.stats.machineL.Lin.pdf		cheat.algorithms.stats.machineL.Lin.pdf
cheat.algorithms.stats.machineL.deepLearn.MIT.Stan.A.Prasad.pdf		cheat.algorithms.stats.machineL.deepLearn.MIT.Stan.A.Prasad.pdf
cheat.quiz.questions.machine.learning.docx		cheat.quiz.questions.machine.learning.docx
cheat.quiz.questions.machine.learning.pdf		cheat.quiz.questions.machine.learning.pdf
cheat.statistics.probability.pdf		cheat.statistics.probability.pdf
cheat.statistics.syracuse.pdf		cheat.statistics.syracuse.pdf
cheatsheet.Beginners.Python.from.Python.Crash.Course.Matthes.pdf		cheatsheet.Beginners.Python.from.Python.Crash.Course.Matthes.pdf
cheatsheet.LaTeX.feng.utk.pdf		cheatsheet.LaTeX.feng.utk.pdf
cheatsheet.pyspark.RDD.feng.utk.pdf		cheatsheet.pyspark.RDD.feng.utk.pdf
cheatsheet.pyspark.feng.utk.pdf		cheatsheet.pyspark.feng.utk.pdf
cheatsheet.python.feng.utk.pdf		cheatsheet.python.feng.utk.pdf
code_2_of_10_data_mine.ipynb		code_2_of_10_data_mine.ipynb
code_2_of_10_data_mine.py		code_2_of_10_data_mine.py
code_3_of_10_data_mine.ipynb		code_3_of_10_data_mine.ipynb
code_3_of_10_data_mine.py		code_3_of_10_data_mine.py
code_4_of_10_cosc526.ipynb		code_4_of_10_cosc526.ipynb
code_4_of_10_cosc526.py		code_4_of_10_cosc526.py
code_7_of_10_data_mine.ipynb		code_7_of_10_data_mine.ipynb
code_7_of_10_data_mine.py		code_7_of_10_data_mine.py
code_notebook_cosc526.ipynb		code_notebook_cosc526.ipynb
code_notebook_cosc526.py		code_notebook_cosc526.py
data.M.1.assignment.covid.data.csv		data.M.1.assignment.covid.data.csv
data.M.1.exercise.csv		data.M.1.exercise.csv
data.M.1.exercise.tsv		data.M.1.exercise.tsv
data.M.1.exercise.txt		data.M.1.exercise.txt
data.M.2.titanic.raw.data.xls		data.M.2.titanic.raw.data.xls
data.M.2.titanic_test.csv		data.M.2.titanic_test.csv
data.M.2.titanic_train.csv		data.M.2.titanic_train.csv
data.M.3.assignment.Iris.csv		data.M.3.assignment.Iris.csv
data.M.3.iris.via.kaggle.sqlite		data.M.3.iris.via.kaggle.sqlite
data.M.3.iris.via.kaggle.xlsx		data.M.3.iris.via.kaggle.xlsx
data.M2.exercises.shakespeare.xlsx		data.M2.exercises.shakespeare.xlsx
g.M.2.3d.pca.JPG		g.M.2.3d.pca.JPG
g.topic.by.module.JPG		g.topic.by.module.JPG
how.To.M.5.algorithm.Assess.fit.super.unsuper.pdf		how.To.M.5.algorithm.Assess.fit.super.unsuper.pdf
how.To.good.Spark.mechanics.and.databricks.pdf		how.To.good.Spark.mechanics.and.databricks.pdf
howTo.Use.jupyter.Notebook.from.Bryn.Mawr.college.ipynb		howTo.Use.jupyter.Notebook.from.Bryn.Mawr.college.ipynb
howTo.article.how.read.research.papers.KeshavA.pdf		howTo.article.how.read.research.papers.KeshavA.pdf
lecture.MIT9_40S18_Lec17.pdf		lecture.MIT9_40S18_Lec17.pdf
reading.M.8.skills.ontology.framework.pdf		reading.M.8.skills.ontology.framework.pdf
reference.Missing.Data.techniques.pdf		reference.Missing.Data.techniques.pdf
reference.library.COSC.526.pdf		reference.library.COSC.526.pdf
reference.library.Mashup.data.mine.pdf		reference.library.Mashup.data.mine.pdf
reference.library.data.containers.conditionals.iterators.functions.libraries.transformers.classes.pdf		reference.library.data.containers.conditionals.iterators.functions.libraries.transformers.classes.pdf
reference.library.py.functions.pdf		reference.library.py.functions.pdf
reference.library.pyspark.code.dictionary.pdf		reference.library.pyspark.code.dictionary.pdf
syllabus.intro.to.data.mining.pdf		syllabus.intro.to.data.mining.pdf
textbook.Python.crash.course.matthes.pdf		textbook.Python.crash.course.matthes.pdf

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