Data Science with Python Course Syllabus
duration
2-3 months
EMI
0% Interest
Mode
Live Online / Offline
Join SLA Institute for the Data Science with Python Training in Chennai and gain expertise in Python programming, data analysis, and machine learning concepts. Our Data Science with Python Training in Chennai includes hands-on projects, real-world examples, and excellent placement support to ensure your success. This course equips you with the skills to excel in data-driven industries. Enroll now in our Python for Data Science Training in Chennai with Placements and take the first step toward a rewarding career in data science and analytics!
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Course Syllabus
Download SyllabusIntroduction of Python
- Why do we need Python?
- Program structure
Execution Steps
- Interactive Shell
- Executable or script files
- User Interface or IDE
Data types in Python
- Memory management and Garbage collections
- Object creation and deletion
- Object properties
Data Types and Operations
- Numbers
- Strings
- List
- Tuple
- Dictionary
- Other Core Types
Loops and expression in Python
- Assignments, Expressions and prints
- Statements and Syntax
- If tests and Syntax Rules
- While and For Loops
- Iterations and Comprehensions
User defined function in Python
- Functions
- Function definition and call
- Function Scope
- Arguments
- Function Objects
- Anonymous Functions
Exception handling in Python
- Exception Handling
- Default Exception Handler
- Catching Exceptions
- Raise an exception
- User defined exception
Data Science Data Science and AI
- All the topics in data science will covered with following concept:
- All the topics in data science will covered with following concept:
- Mathematics beside of each model
- Which scenario we want to use a particular algorithm
- How to apply it in tool
- An inferential thing of each model
Difference between each model
- Introduction to Machine Learning & Predictive Modelling
- Major Classes of Learning Algorithms -Supervised vs Unsupervised Learning
Statistics
- Standard Deviation
- Variance
- Concept of hypothesis testing
- T-test
- Chi-square
- Anova
- Correlation
- Probability
- Outliers
- Drop highly correlated features
The Data Science with Python Course Syllabus at SLA Institute is really good. It helps you learn a lot about data analysis and machine learning and Python programming. You get to do a lot of hands-on work and make projects. This makes you feel good about working with data. The Data Science with Python Course Syllabus at SLA Institute gets you ready for jobs, in data science and analytics and places that use artificial intelligence.
