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CMLA (70% Interview Questions from this Videos)

Learn what companies are expecting for interviews like Project Charter, Deployment, Network Diagram, Scope Statement, Your team members, etc

Contents

Interview Preparation Course Content

Course - Agenda.xlsx

Interview questions from Data Scientist Corporate Lifecycle

Interview Questions from Data Scientist Corporate Lifecycle

Interview questions from Building Project Charter, Network Diagram, Scope Statement for Data Science Project

Building Project Charter, Network Diagrams for Data Science Project

Interview Question from Model Deployment using Web & Model Evaluation

Model Evaluation & Model Deployment on Web, Mobile on Premise.mp4

Interview Questions from Model Deployment using Heroku, Mobile Deployment and Project Closing

Interview Questions from Model Deployment using Heroku, Mobile Deployment and Project Closing .mp4

Interview Prep Material

CMLA - BP.pdf
Password for Material

Script Files & Documents

app.py
model.py
multiclass_svm_tensorflow.py
request.py
Pre-Processing_Sklearn.py
R Shiny APP.R
Serialisation and deserialisation.py
server.py
time_series_data_preprocessing.ipynb
Video_to_frames.ipynb
1.01_PCoE_Project_Charter_Guide.doc
2.05_PCoE_Assumption_and_Constraint_Log_Guide.doc
2.06_PCoE_WBS_Diagram.doc
Decision Tree_Pickle Model Saving.py
Decision Tree_CV.py

GYM Application Files

gitignore.txt
model_GYM.pkl
app-2.py
requirements.txt
Procfile.dms