MEGHA SINGHAL's repositories
ML_optimizers
It contains fun learning ml optimizers , captions and formula in easy to understand and learning format.
Insurance_premium_prediction
This is a ML Project
DL_ASSIGNMENT
ALL TYPES OF THEORY AND PRACTICAL BASED QUESTIONS ON DL, USEFUL FOR INTERVIEW AND QUICK REVISION
ML_assignments
all detailed and comprehensive questions on ML, covering various topics, handy for quick interview revision.
Python_assignments
All python basic and advance python questions, important for in depth learning.
Core_Data_science_assignments_ppt
Here assignments are on each domain of Data Science include programming/practical assignments.
ARRAY_QUESTIONS_INTERVIEW_SOLUTIONS
HERE ARE 8 QUESTIONS CONSITING ALL BASIC AND IMPORTANT CONCEPTS, PYTHON LANGUAGE USED, FOCUS ON REDUCING TIME COMPLEXITY, EXAMPLES AND COMPLETE ALGORITHM IS EXPLAINED.
DSA_MOCK_TEST
PYTHON CODE SOLVED FOR MOVE ZEROS
ML-LINEAR-REGRESSION---CALIFORNIA-HOUSING-DATASET
All Linear Regression models are used such as
COMPLETE-EDA-AND-FEATURE-ENGINEERING
CALIFORNIA HOUSING PRICE DATA SET ANALYSIS
https-d.docs.live.net-bad6180573c2657f-Documents-importance-20of-20Histograms-20in-20EDA.docx
Importance of Histogram in EDA (Exploratory Data Analysis)
https-d.docs.live.net-bad6180573c2657f-Documents-WHEN-20TO-20USE-20WHICH-20TEST.docx
When to use which test (z, t, chi-square, correlation and proportion test) while analyzing any dataset
https-d.docs.live.net-bad6180573c2657f-Documents-CORRELATION-20VERSUS-20COVARIANCE.docx
CORRELATION VERSUS COVARIANCE
https-d.docs.live.net-bad6180573c2657f-Documents-covariance-20and-20variance.docx
statistics basic theoretical concepts for better performance at time of analyzing the data
https-d.docs.live.net-bad6180573c2657f-Documents-z-score-20statistics.docx
clarity for z-score important tool for analysis