Data Science & AI

Artificial Intelligence And Data Science Is A New Branch Of Study That Deals With Scientific Methodologies, Processes, And Techniques Drawn  From Different Domains Like Statistics, Cognitive Science, And Computing And Information Science To Extract Knowledge From Structured Data And Unstructured Data.

Data Science & AI Syllabus:

• Preparatory Sessions – Python & Linux
• 1. Introduction to Python and IDEs
• 2. Python Basics
• 3. Object Oriented Programming
• 4. Hands-on Sessions And Assignments for Practice
• 5. Introduction to Linux
• 6. Linux Basics
• 7.Hands-on Sessions And Assignments for Practice
• Data Analysis With MS-Excel
• 1. Excel Fundamentals
• 2. Excel For Data Analytics
• 3. Data Visualization with Excel
• 4. Excel Power Tools
• 5. Classification Problems using Excel
• 6. Information Measure in Excel
• 7. Regression Problems Using Excel
• Data Wrangling With SQL
• 1. SQL Basics
• 2. Advanced SQL
• 3. Deep Dive into User Defined Functions
• 4. SQL Optimization and Performance
• 5. Classification Problems using Excel
• 6. Information Measure in Excel
• 7. Regression Problems Using Excel
• Python With Data Science
• 1. Extract Transform Load
• 2. Data Handling with NumPy
• 3. Data Manipulation Using Pandas
• 4. Data Preprocessing
• 5. Data Visualization
• Linear Algebra And Advanced Statistics
• 1. Descriptive Statistics
• 2. Probability
• 3. Inferential Statistics
• Machine Learning
• 1. Introduction to Machine learning
• 2. Regression
• and more