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Python for Data Science & Machine Learning
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Python for Data Science & Machine Learning

4.2
181 reviews
₹2,499.00 incl. GST
₹2,117.80 excl. GST
Dr. Anil Gupta
PhD in Computer Science. Data scientist at a Fortune 500 firm. Author of 2 ML books.
38.0 hrs Intermediate
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Description
From Python basics to ML algorithms. Hands-on with Pandas, NumPy, Matplotlib and Scikit-learn. Build 10 real ML projects.
Course Curriculum

Python syntax Preview
Lists, dicts & sets
Functions & OOP
File handling
Exception handling

NumPy arrays Preview
Pandas DataFrames
Data cleaning
Merging & groupby
Matplotlib & Seaborn

Descriptive statistics Preview
Probability basics
Train/test split
Linear regression
Logistic regression
Decision trees

Random forests Preview
SVM
K-Means clustering
NLP with NLTK
Model evaluation
Hyperparameter tuning

House price prediction Preview
Customer churn model
Sentiment analysis
Flask API for ML model
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4.2
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