Data Science Training in Hyderabad | Data Science Course in Kukatpally/KPHB | Data Science Online Training
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- Over view of Data Science concepts
- Introduction Software tools & library’s etc…
- Jupyter Notebook /Spyder
- Python / R / Matlab Introduction & simple programming
- Loops with programming
- Functions & Class functions generation
- Import functions & generate user define import functions
- Introduction to Numpy Basics and utilization
- Introduction to SciPy - Linear Algebra and utilization
- Introduction to Pandas Basics and utilization
- Introduction to Scikit-Learn Basics and utilization
- Introduction to Matplotlib Basics and utilization
- Introduction to Seaborn Basics and utilization
- Introduction to Bokeh Basics and utilization
- Introduction to GUI & Graphics Basics and utilization
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Assessment Test
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- Introduction to Algorithm and how it is implement
- Algorithm_1 Linear Regression
- Algorithm_2 Logistic Regression
- Algorithm_3 Decision Trees
- Algorithm_4 Cart (Classification and Regression Tree)
- Algorithm_5 Naive Bayes
- Algorithm_6 KNN (K-Nearest Neighbors)
- Algorithm_7 Support Vector Machine (SVM)
- Algorithm_8 Principal Component Analysis (PCA)
- Mini project Starts
- Project Literature Survey work
- Project Motivation
- Doubts Clarification
- Main project work
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