| Attribute | Detail |
|---|---|
| Format | Online (e-LMS) |
| Level | Advanced |
| Duration | 3 Weeks |
| Certification | e-Certification + e-Marksheet |
| Fee | ₹59 |
| Tools | Forecasting Trend |
About the Forecasting Basics (No ML): Trend + Scenario Course
Forecasting Basics (No ML): Trend + Scenario dives deep into Forecasting (No Ml) Trend + Scenario. Gain comprehensive expertise through our structured curriculum and hands-on approach.
Program Highlights
• Mentorship by industry experts and NSTC faculty.
• Hands-on projects using Forecasting, Trend.
• Case studies on emerging artificial intelligence innovations and trends.
• e-Certification + e-Marksheet upon successful completion.
Course Curriculum
AI Fundamentals, Mathematics, and Forecasting (No Ml) Trend + Scenario Foundations
- Implement Basics with Education for practical ai fundamentals, mathematics, and forecasting (no ml) trend + scenario foundations applications and outcomes.
- Design Forecasting with Trend for practical ai fundamentals, mathematics, and forecasting (no ml) trend + scenario foundations applications and outcomes.
- Analyze Basics with Education for practical ai fundamentals, mathematics, and forecasting (no ml) trend + scenario foundations applications and outcomes.
Data Engineering, Preprocessing, and Feature Pipelines
- Implement Basics with Education for practical data engineering, preprocessing, and feature pipelines applications and outcomes.
- Design Forecasting with Trend for practical data engineering, preprocessing, and feature pipelines applications and outcomes.
- Analyze Basics with Education for practical data engineering, preprocessing, and feature pipelines applications and outcomes.
Model Architecture, Algorithm Design, and Forecasting (No Ml) Trend + Scenario Methods
- Implement Basics with Education for practical model architecture, algorithm design, and forecasting (no ml) trend + scenario methods applications and outcomes.
- Design Forecasting with Trend for practical model architecture, algorithm design, and forecasting (no ml) trend + scenario methods applications and outcomes.
- Analyze Basics with Education for practical model architecture, algorithm design, and forecasting (no ml) trend + scenario methods applications and outcomes.
Training, Hyperparameter Optimization, and Evaluation
- Implement Basics with Education for practical training, hyperparameter optimization, and evaluation applications and outcomes. Gain hands-on experience and produce real-world projects.
- Design Forecasting with Trend for practical training, hyperparameter optimization, and evaluation applications and outcomes. Gain hands-on experience and produce real-world projects.
- Analyze Basics with Education for practical training, hyperparameter optimization, and evaluation applications and outcomes. Gain hands-on experience and produce real-world projects.
Deployment, MLOps, and Production Workflows
- Implement Basics with Education for practical deployment, mlops, and production workflows applications and outcomes. Gain hands-on experience and produce real-world projects.
- Design Forecasting with Trend for practical deployment, mlops, and production workflows applications and outcomes. Gain hands-on experience and produce real-world projects.
- Analyze Basics with Education for practical deployment, mlops, and production workflows applications and outcomes. Gain hands-on experience and produce real-world projects.
Ethics, Bias Mitigation, and Responsible AI Practices
- Implement Basics with Education for practical ethics, bias mitigation, and responsible ai practices applications and outcomes.
- Design Forecasting with Trend for practical ethics, bias mitigation, and responsible ai practices applications and outcomes.
- Analyze Basics with Education for practical ethics, bias mitigation, and responsible ai practices applications and outcomes.
Industry Integration, Business Applications, and Case Studies
- Implement Basics with Education for practical industry integration, business applications, and case studies applications and outcomes.
- Design Forecasting with Trend for practical industry integration, business applications, and case studies applications and outcomes.
- Analyze Basics with Education for practical industry integration, business applications, and case studies applications and outcomes.
Advanced Research, Emerging Trends, and Forecasting (No Ml) Trend + Scenario Innovations
- Implement Basics with Education for practical advanced research, emerging trends, and forecasting (no ml) trend + scenario innovations applications and outcomes.
- Design Forecasting with Trend for practical advanced research, emerging trends, and forecasting (no ml) trend + scenario innovations applications and outcomes.
- Analyze Basics with Education for practical advanced research, emerging trends, and forecasting (no ml) trend + scenario innovations applications and outcomes.
Capstone: End-to-End Forecasting (No Ml) Trend + Scenario AI Solution
- Implement Basics with Education for practical capstone: end-to-end forecasting (no ml) trend + scenario ai solution applications and outcomes.
- Design Forecasting with Trend for practical capstone: end-to-end forecasting (no ml) trend + scenario ai solution applications and outcomes.
- Analyze Basics with Education for practical capstone: end-to-end forecasting (no ml) trend + scenario ai solution applications and outcomes.
Tools, Techniques, or Platforms Covered
Forecasting Trend
Who Should Attend & Prerequisites
- Designed for Professionals.
- Designed for Students.
- No prior experience required. Basic interest in artificial intelligence is sufficient.
Certification
