Introduction to Production Systems Characteristics of Production Systems Components: Rules, Working Memory Control Strategy Types of Production Systems Simple Production Systems Stateful Production Systems Rule-Based Production Systems Conflict Resolution Strategies Applications in AI Advantages and Limitations Conclusion Introduction to...

Introduction to Cloud Computing Cloud Service Models (IaaS, PaaS, SaaS) Benefits for Data Science Projects Data Storage Solutions Cloud-based Machine Learning Platforms Collaboration and Accessibility Cost Efficiency in Cloud Computing Scalability and Flexibility Security Challenges Popular Cloud Providers (AWS, Azure, GCP) Real-world Case...

Introduction to Data Engineering Role of a Data Engineer Key Skills for Data Engineers Data Engineering vs Data Science Tools and Technologies Building Data Pipelines Data Warehousing Concepts ETL (Extract, Transform, Load) Process Cloud and Big Data Technologies Real-world Applications Career Path and Salary Conclusion Introduction to...

Introduction to Python Projects Importance of Project-Based Learning Web Scraping Projects Data Analysis Projects Machine Learning Projects Automation Projects Web Development Projects GUI Application Projects Game Development Projects APIs and Integration Projects Best Practices for Projects Conclusion Introduction to Python...

Introduction to SQL Importance of SQL in Data Science Key SQL Commands for Data Ops Advanced SQL Queries Data Cleaning Using SQL Data Manipulation Techniques SQL for Exploratory Data Analysis Best Practices for SQL in Data Science Common Interview Questions SQL vs NoSQL in Data Science Hands-on Project Ideas Conclusion Introduction to...

Introduction to TensorFlow History and Background of TensorFlow Architecture of TensorFlow TensorFlow Installation Key Features of TensorFlow TensorFlow vs Other Frameworks Applications of TensorFlow TensorFlow for Deep Learning TensorFlow Lite and TensorFlow.js Building the First Model with TensorFlow Introduction to TensorFlow TensorFlow...

Introduction to Learning Data Science Online Best Free Online Courses for Data Science Free Data Science Books and PDFs Best YouTube Channels for Learning Data Science Free Data Science Blogs and Websites Free Data Science Practice Datasets Kaggle: The Best Platform for Data Science Learning GitHub Repositories for Data Science Enthusiasts Free...

Introduction to the Data Science Life Cycle Importance of a Structured Data Science Process Problem Definition and Business Understanding Data Collection and Preprocessing Data Exploration and Analysis Feature Engineering and Data Transformation Model Building and Evaluation Model Deployment and Monitoring Best Practices for Each Stage of the...

Introduction to Data Engineering and Data Science Key Responsibilities of a Data Engineer Key Responsibilities of a Data Scientist Comparison of Skills Required for Each Role Tools and Technologies Used in Both Fields Data Engineering vs Data Science: Career Growth Salary Comparison: Data Engineer vs Data Scientist Work Environments and Job...

Introduction to Data Analyst Role in India Average Salary of a Data Analyst in India Salary Breakdown Based on Experience Level Top Industries Hiring Data Analysts in India City-Wise Salary Comparison (Bangalore, Mumbai, etc.) Top Companies Offering High Salaries for Data Analysts Skills That Impact Data Analyst Salaries in India Certifications...