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ai.ml.notes

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

all.about.python

Python Hacks, Data Analysis, Data Normalization, Data Wrangling/Munging, Modeling, Data Science, ML

altor.pizza-er.modeling.and.schema-to-googlelookerstudio

Business requirements analysis, schema designing, database troubleshooting, sql query, data cleaning, data analysis, data modeling, data visualization using google looker studio.

arcpy_scripts

Collection of Python scripts utilizing ESRI's Arcpy module.

aws.cloud.projects

bike.store.performance.analysis--excel.powerquery-to-excelvisualization

A store who sells bikes in North America, Europe, and Pacific needed some help in analyzing the raw data they have . The data is comprised of 1026 rows, and 13 attributes.

cheat_sheets

credit.fraud.analysis_project

data.science.resource.guide

data.visualization.techniques-python

data.wrangling.projects

Projects from different concepts Reshaping, Normalization,Group by, Data Encoding, Concatenating and Merging

deep-learning-frameworks

Installation support for Deep Learning Frameworks for the ArcGIS System

eda_exploratory.data.analysis

geospatial.data-projects_and_journey

Spatial and Non Spatial, Geospatial Data Analysis, Map Designing, Documenting and Reporting, Workflow and Asset Management

googlecollab_cheats

Tricks and Treats ^_^

hardware.company.performance.analysis---rdbms_sql-to-powerbi.datavisualization

Doing ETL from database management system to POWERBI. To aid AtliQ Hardware company with their market growth and issues in terms of tracking sales. Giving Bhavan Patel insights with this business through PowerBI Dashboarding

healthcare.billing.system.analysis

healthcare.medical.cost.analysis

hospital.performance.data.analysis

housing.price.prediction-linearregression_sklearn

HousingPricePrediction using LinearRegression,OneHotEncoder, train_test_split, MinMaxScaler, r2_score, mean_squared_error,

housing.price.prediction_linear.vs.randomforest.model

Housing.Price.Prediction using Linear and Random Forest

housing.price.prediction_varianceinflation.factor

Showing how VarianceINFLATION, Rescaling the features (Min-Max Scaling, Standardization) works

hr_analysis--sqltopowerbi

Analysis of HR Data from year 2000 to 2023 and providing valuable insights to the company

hvac.occupancy.detection_project

HVAC Occupancy Detection With Machine Learning and Deep Learning Methods

it_books_for_reading

kaggle-api

Official Kaggle API

mba-masters-in-big-data-and-business-intelligence

practical-nlp-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

python.datascience.handbook

Python Data Science Handbook: full text in Jupyter Notebooks

sql_dataschema_projects

samples of sql querries and data modeling i have done in the past but wasnt able to upload it. My road to SQL and DATABASE