CERTIFICATE COURSE IN MACHINE LEARNING

Drop your details to get a callback from us

PROGRAMMING COURSES

We are a leader in providing a best quality of cyber security awareness training services to our clients.

What is Business Analytics?

Importance of Business

Analytics in decision-making

Types of Business Analytics (descriptive, predictive, prescriptive)

Declaring variables
Data types in JavaScript
Operators in JavaScript

Types of data (structured, unstructured)
Data collection methods (surveys, interviews, web scraping, etc.)
Data cleaning and preprocessing
Data storage and retrieval (databases, data warehouses, data lakes)

Data visualization techniques (bar charts, histograms, scatter plots, etc.)
Summary statistics (mean, median, mode, standard deviation, etc.)
Correlation analysis

Segmentation analysis (cluster analysis, market basket analysis)
Customer churn analysis
Sales forecasting
Time series analysis

Regression analysis
Decision trees
Random forests
Support Vector Machines (SVM)
Neural Networks

Optimization techniques (linear programming, integer programming, mixed-integer programming)
Simulation and Monte Carlo analysis
Game theory

Design principles for effective data visualization
Tools for data visualization (Tableau, Power BI, etc.)
Communicating insights effectively

Introduction to Big Data
Hadoop and MapReduce
Apache Spark
NoSQL databases

Data warehousing and Business Intelligence OLAP and multidimensional databases Reporting tools (Crystal Reports, SSRS, etc.)

Privacy concerns Fairness and bias in algorithms Legal and regulatory issues

Current and emerging trends in Business Analytics Artificial Intelligence and Machine Learning Internet of Things (IoT)