Introduction to SAS Evolution of SAS Software SAS in the Analytics World Core Components (Base SAS, Enterprise Miner, etc.) Data Preparation in SAS Predictive Modeling Capabilities Statistical Analysis with SAS Visualization and Reporting Tools Industries Using SAS SAS vs Other Tools (R, Python, etc.) Certification and Learning Resources Future...

Introduction to the Data Ecosystem Defining Data Science What is Data Analytics? Understanding Big Data Key Differences and Overlaps Tools and Technologies Used Required Skills for Each Field Typical Job Roles and Responsibilities​​​ Industry Applications Choosing the Right Career Path Market Demand and Trends Final Thoughts and...

Introduction to Data Science Skill sets Statistical and Mathematical Proficiency Programming Languages (Python, R, SQL) Machine Learning & Deep Learning Data Wrangling and Cleaning Data Visualization and Storytelling Big Data Tools (Spark, Hadoop, etc.) Cloud Computing Skills (AWS, Azure) Introduction to Data Science Skill sets Data...

Overview of Data Scientist Role Skills Required (Technical + Soft Skills) Typical Day of a Data Scientist Tools and Languages Used Data Collection and Cleaning Exploratory Data Analysis Model Building and Evaluation Business Communication and Reporting Overview of Data Scientist Role A Data Scientist is a professional who uses advanced...

What is a Data Science Certification? Top Global Certification Programs Eligibility and Prerequisites Skills Gained Through Certification Syllabus Overview Certification vs Degree: Which is Better? Online vs Offline Certification Job Opportunities After Certification What is a Data Science Certification? A data science certification is a...

Introduction to Python for Data Science Setting Up Python Environment Jupyter Notebooks for Data Science Python Basics: Syntax, Variables, Loops NumPy for Numerical Operations Pandas for Data Manipulation Data Visualization with Matplotlib and Seaborn Conclusion Introduction to Python for Data Science Python has rapidly established itself...

What is Artificial Intelligence (AI) Evolution of AI Over the Years Categories: Narrow AI vs General AI AI Applications in Real Life AI in Business and Industries Role of Machine Learning in AI Natural Language Processing Computer Vision and Robotics What is Artificial Intelligence (AI) Artificial Intelligence (AI) refers to the simulation...

Introduction to AI Chatbots Types of Chatbots (Rule-based vs AI) Defining the Purpose of the Chatbot Choosing the Right NLP Platform Designing the Chat Flow Training the Model with Data Integration with Messaging Platforms Tools and Frameworks (Rasa, Dialogflow) Introduction to AI Chatbots Artificial Intelligence (AI) chatbots are advanced...

Definition of Neural Networks History and Evolution Components: Neurons, Weights, Layers Activation Functions Explained Types of Neural Networks Backpropagation Algorithm Training a Neural Network Real-world Applications Definition of Neural Networks Neural networks are a class of machine learning models inspired by the human brain's...

Definition of Data Analytics Types: Descriptive, Diagnostic, Predictive, Prescriptive Data Analytics Lifecycle Key Tools (Excel, SQL, Python, Tableau) Importance of Data Cleaning Visualizing and Reporting Insights and Reporting Insights Use Cases in Business, Healthcare, Finance Career Paths in Data Analytics​​​ Data Analyst vs Data...