DATA SCIENCE:
Data science is a branch of functional mathematics and statistics that produces useful information from massive amounts of composite data, also referred to as big data.
Data science, also known as data-driven science, is a branch of science that uses computation to interpret massive amounts of data for decision-making purposes.
- Data science uses methods similar to machine learning and artificial intelligence to extract relevant information and predict future patterns and behaviours.
- The internet, social media and technological advancements have all increased access to big data.
- The field of data science is growing as technology advances, big data collection and analysis techniques become more sophisticated.
Topics:
- PYTHON
- MACHINE LEARNING
- ARTIFICIAL INTELLIGENCE
- SQL
- DATA SECURITY
PYTHON
MACHINE LEARNING
ARTIFICIAL INTELLIGENCE
- Introduction to Python
- Python Interpreter
- Basics of Python
- Control Flow
- Functions
- Modules
- Package
- Numeric Types
- String
- List
- Tuple
- Dictionary
- Set
- Files
And Many More…
- Introduction to Machine Learning
- Data preprocessing & Regression Techniques
- K-Nearest neighbours
- Support Vector Machine
- Random Forest
- Naive Bayes
- Decision Tree
- Clustering
- Gradient Descent
- Natural Language Processing
- Deep Learning
And Many More…
- Introduction ARTIFICIAL INTELLIGENCE
- Dimensionality Reduction
- Artificial Neural Network
- Convolution Neural Network
- Reinforcement Learning
- Natural Language Processing
- Computer vision
And Many More…
SQL
DATA SECURITY
- Introduction to Oracle Database
- Retrieve Data using the SQL SELECT Statement
- Learn to Restrict and Sort Data
- Usage of Single-Row Functions to Customize Output
- Invoke Conversion Functions and Conditional Expressions
- Aggregate Data Using the Group Functions
- Display Data From Multiple Tables Using Joins
- Use Subqueries to Solve Queries
- The SET Operators
- Data Manipulation Statements
- Use of DDL Statements to Create and Manage Tables
- Other Schema Objects
- Control User Access
And Many More…
● Introduction of DATA SECURITY
● Data Privacy
● Device Security Tools
● Cyber Crimes
● Common Attacks
● Mitigation
● Social Engg Threats
● Cyber Law
And Many More…