Business Analytics Course | Learn Data-Driven Decision Making

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About This Course

This comprehensive course is designed to equip students with a strong foundation in business analytics and data science, along with practical programming skills. It will cover a wide range of topics, including Python, SQL, web design basics, Power BI, advanced Excel, and advanced data analytics techniques. Students will gain hands-on experience with industry-standard tools and learn to apply their knowledge to solve complex business problems.

Course Objective

Master programming skills in Python and SQL
Understand the fundamentals of web design and development
Gain proficiency in data visualization and reporting with Power BI and advanced Excel

Develop expertise in advanced statistical techniques and machine learning algorithms
Apply data-driven insights to optimize business processes and decision-making
Gain proficiency in using advanced data analytics tools and software

Who is this program for

The course is designed for individuals who want to acquire a comprehensive understanding of business analytics and data science, along with practical programming skills. It is suitable for a wide range of learners, including:

Students: Undergraduate and graduate students seeking a career in business analytics, data science, or related fields
Professionals: Working professionals looking to enhance their skills and advance their careers in data-driven roles
Individuals: Those who are interested in learning about data analytics and its applications in various industries

The course is also highly relevant for entrepreneurs and business owners.

Data-Driven Decision Making: Entrepreneurs can use data analytics to make informed decisions about their business strategies, marketing campaigns, product development, and resource allocation.
Identifying Opportunities: Data analysis can help identify new market opportunities, customer segments, and trends that can drive business growth.
Optimizing Operations: Entrepreneurs can use data to improve operational efficiency, reduce costs, and enhance customer satisfaction.
Measuring Performance: Data analytics can provide valuable insights into the performance of a business, enabling entrepreneurs to track progress, identify areas for improvement, and measure the impact of their initiatives.

By completing this course, entrepreneurs and business owners will gain the skills and knowledge needed to leverage data to drive their businesses forward and achieve sustainable success.

Topics for This Course

Introduction to Python
Data structures (lists, tuples, dictionaries, sets)
Control flow (if-else statements, loops)
Functions and modules
Object-oriented programming
Introduction to SQL
Database design (ER diagrams)
SQL queries (SELECT, INSERT, UPDATE, DELETE)
Database normalization
Introduction to web design basics (HTML, CSS, and JavaScript)
Web development frameworks (e.g., Django, Flask)
Rest API and Microservices

Advanced Excel techniques (pivot tables, pivot charts, data validation)
Introduction to Power BI
Data modeling and data cleansing
Creating interactive dashboards and reports
Data storytelling and visualization best practices

Bayesian inference
Survival analysis
Time series forecasting (ARIMA, SARIMA, Prophet)
Multivariate analysis (PCA, factor analysis)
Experimental design

Deep learning (neural networks, convolutional neural networks, recurrent neural networks)
Natural language processing (text mining, sentiment analysis)
Reinforcement learning
Ensemble methods (bagging, boosting)
Anomaly detection

Introduction to big data concepts (Hadoop, Spark, NoSQL databases)
Cloud computing platforms (AWS, Azure, GCP)
Data warehousing and data lakes
ETL (Extract, Transform, Load) processes
Real-time analytics and streaming data

Advanced analytics case studies in various industries (e.g., finance, healthcare, marketing)
Data-driven decision-making in strategic planning and operations
Predictive maintenance and optimization
Fraud detection and risk management

Price: ₹ 29999
Duration: 120 Hours
Modules: 6
Language: English, Hindi
Certificate: Yes