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Boost your crop forecasting accuracy with this results-oriented 5-module predictive analytics course designed for data-driven agricultural planning and yield improvement.
Internationally recognized qualification
Learn from industry professionals
Assistance during and after training
Apply knowledge immediately
This 5-module course provides agricultural professionals, data analysts, and researchers with the practical tools and methodologies needed to use predictive analytics for improving crop yield forecasting and decision-making. Through the integration of data science, remote sensing, and machine learning techniques, participants will learn how to develop accurate yield models that can support smarter planning, resource allocation, and food security strategies.
DURATION
5 Days
Target Audience
Agricultural Data Analysts
Agronomists and Crop Scientists
Researchers and Extension Officers
Government Planners and Policy Advisors
Agri-Tech Developers and Solution Providers
Course Level: Intermediate to Advanced
Organizational Impact
The organization can make more informed and strategic decisions on resource allocation and market positioning by accurately forecasting crop yields.
The ability to predict potential shortfalls or surpluses in yields allows the organization to mitigate financial risks and optimize its supply chain.
Adopting advanced predictive analytics positions the organization as a leader and innovator in the agricultural sector, which attracts new partners and clients.
The training will enable the organization to optimize resource use, such as fertilizers and irrigation, by predicting the needs of crops with high precision.
Personal Impact
The participant will gain a highly technical and modern skill set in agricultural data science that is in high demand globally.
Expertise in predictive analytics is a crucial skill for career progression into senior data analysis, strategic planning, or leadership roles.
The individual will be able to contribute directly to the organization's profitability and resilience by providing powerful, data-driven insights.
The training will empower the participant with the knowledge and tools to confidently make critical decisions and lead data-driven projects.
By the end of this course, participants will:
Understand the principles of predictive analytics and data-driven agriculture
Identify key variables and datasets used in crop yield prediction
Apply statistical and machine learning models for yield forecasting
Integrate remote sensing and geospatial tools for data acquisition
Evaluate prediction accuracy and use results to guide farm-level and policy decisions
Module 1: Fundamentals of Predictive Analytics in Agriculture
Overview of predictive analytics and its application in farming
Data requirements and quality considerations
Key indicators influencing crop performance
Case Study: Historical yield trend analysis using local data
Module 2: Data Sources and Preprocessing Techniques
Remote sensing data (NDVI, rainfall, temperature, soil moisture)
Use of IoT and sensor-based data collection
Cleaning, normalization, and feature engineering
Practical Exercise: Building a clean dataset for a maize yield model
Module 3: Modeling Techniques and Tools
Linear regression, decision trees, and ensemble models
Introduction to time series analysis and deep learning approaches
Software/tools: Python, R, Excel, Google Earth Engine
Lab Session: Comparing models using historical crop datasets
Module 4: Spatial and Temporal Yield Mapping
GIS integration for location-based yield forecasting
Visualizing and interpreting predictive maps
Precision agriculture and variable rate technology
Activity: Creating a geospatial yield prediction map
Module 5: Evaluation, Application, and Decision Support
Model validation and performance metrics (RMSE, R2, MAE)
Interpreting outputs for farm management or policy formulation
Real-world implementations of predictive analytics in agriculture
Final Project: Developing a predictive model for a selected crop scenario
This training can be tailored to your institution needs and delivered at a location of your choice upon request.
Participants need to be proficient in English.
The fee covers tuition, training materials, refreshments, lunch, and study visits. Participants are responsible for their own travel, visa, insurance, and personal expenses.
Upon successful completion of this course, participants will be issued with a certificate from Ideal Workplace Solutions certified by the National Industrial Training Authority (NITA) under License NO: NITA/TRN/2734.
Accommodation can be arranged upon request. Contact via email for reservations.
Payment should be made before the training starts, with proof of payment sent to outreach@idealworkplacesolutions.org.
For further inquiries, please contact us on details below:
Email: outreach@idealworkplacesolutions.org
Mobile: +254759708394
Select a date and location that works for you.
| Date | Days | Venue | Fee (VAT Incl.) | Register |
|---|---|---|---|---|
| 5 Jan - 9 Jan 2026 | 5 days | Nairobi, Kenya | KES 99,000 | USD 1,400 | Enroll Now |
| 5 Jan - 9 Jan 2026 | 5 days | Cape Town, South Africa | USD 3,500 | Enroll Now |
| 5 Jan - 9 Jan 2026 | 5 days | Dubai, United Arabs Emirates | USD 4,000 | Enroll Now |
| 5 Jan - 9 Jan 2026 | 5 days | Zanzibar, Tanzania | USD 2,200 | Enroll Now |
| 12 Jan - 16 Jan 2026 | 5 days | Mombasa, Kenya | KES 115,000 | USD 1,500 | Enroll Now |
| 12 Jan - 16 Jan 2026 | 5 days | Kigali, Rwanda | USD 1,800 | Enroll Now |
| 12 Jan - 16 Jan 2026 | 5 days | Accra, Ghana | USD 5,950 | Enroll Now |
| 12 Jan - 16 Jan 2026 | 5 days | Kampala, Uganda | USD 2,200 | Enroll Now |
| 19 Jan - 23 Jan 2026 | 5 days | Dar es Salaam, Tanzania | USD 2,000 | Enroll Now |
| 19 Jan - 23 Jan 2026 | 5 days | Johannesburg, South Africa | USD 3,100 | Enroll Now |
| 19 Jan - 23 Jan 2026 | 5 days | Nakuru, Kenya | KES 105,000 | USD 1,400 | Enroll Now |
| 19 Jan - 23 Jan 2026 | 5 days | Dakar, Senegal | USD 3,500 | Enroll Now |
| 26 Jan - 30 Jan 2026 | 5 days | Pretoria, South Africa | USD 3,100 | Enroll Now |
| 26 Jan - 30 Jan 2026 | 5 days | Kisumu, Kenya | KES 105,000 | USD 1,500 | Enroll Now |
| 26 Jan - 30 Jan 2026 | 5 days | Naivasha, Kenya | KES 105,000 | USD 1,400 | Enroll Now |
| 26 Jan - 30 Jan 2026 | 5 days | Arusha, Tanzania | USD 2,000 | Enroll Now |
| Date | Days | Venue | Fee (VAT Incl.) | Register |
|---|---|---|---|---|
| 2 Feb - 6 Feb 2026 | 5 days | Nairobi, Kenya | KES 99,000 | USD 1,400 | Enroll Now |
| 2 Feb - 6 Feb 2026 | 5 days | Zanzibar, Tanzania | USD 2,200 | Enroll Now |
| 2 Feb - 6 Feb 2026 | 5 days | Cape Town, South Africa | USD 3,500 | Enroll Now |
| 2 Feb - 6 Feb 2026 | 5 days | Dubai, United Arabs Emirates | USD 4,000 | Enroll Now |
| 9 Feb - 13 Feb 2026 | 5 days | Kampala, Uganda | USD 2,200 | Enroll Now |
| 9 Feb - 13 Feb 2026 | 5 days | Kigali, Rwanda | USD 1,800 | Enroll Now |
| 9 Feb - 13 Feb 2026 | 5 days | Mombasa, Kenya | KES 115,000 | USD 1,500 | Enroll Now |
| 9 Feb - 13 Feb 2026 | 5 days | Accra, Ghana | USD 5,950 | Enroll Now |
| 16 Feb - 20 Feb 2026 | 5 days | Dakar, Senegal | USD 3,500 | Enroll Now |
| 16 Feb - 20 Feb 2026 | 5 days | Dar es Salaam, Tanzania | USD 2,000 | Enroll Now |
| 16 Feb - 20 Feb 2026 | 5 days | Nakuru, Kenya | KES 105,000 | USD 1,400 | Enroll Now |
| 16 Feb - 20 Feb 2026 | 5 days | Johannesburg, South Africa | USD 3,100 | Enroll Now |
| 23 Feb - 27 Feb 2026 | 5 days | Pretoria, South Africa | USD 3,100 | Enroll Now |
| 23 Feb - 27 Feb 2026 | 5 days | Arusha, Tanzania | USD 2,000 | Enroll Now |
| 23 Feb - 27 Feb 2026 | 5 days | Kisumu, Kenya | KES 105,000 | USD 1,500 | Enroll Now |
| 23 Feb - 27 Feb 2026 | 5 days | Naivasha, Kenya | KES 105,000 | USD 1,400 | Enroll Now |
| Date | Days | Venue | Fee (VAT Incl.) | Register |
|---|---|---|---|---|
| 2 Mar - 6 Mar 2026 | 5 days | Naivasha, Kenya | KES 105,000 | USD 1,400 | Enroll Now |
| 2 Mar - 6 Mar 2026 | 5 days | Johannesburg, South Africa | USD 3,100 | Enroll Now |
| 2 Mar - 6 Mar 2026 | 5 days | Kampala, Uganda | USD 2,200 | Enroll Now |
| 2 Mar - 6 Mar 2026 | 5 days | Nairobi, Kenya | KES 99,000 | USD 1,400 | Enroll Now |
| 9 Mar - 13 Mar 2026 | 5 days | Mombasa, Kenya | KES 115,000 | USD 1,500 | Enroll Now |
| 9 Mar - 13 Mar 2026 | 5 days | Dar es Salaam, Tanzania | USD 2,000 | Enroll Now |
| 9 Mar - 13 Mar 2026 | 5 days | Pretoria, South Africa | USD 3,100 | Enroll Now |
| 16 Mar - 20 Mar 2026 | 5 days | Nakuru, Kenya | KES 105,000 | USD 1,400 | Enroll Now |
| 16 Mar - 20 Mar 2026 | 5 days | Arusha, Tanzania | USD 2,000 | Enroll Now |
| 16 Mar - 20 Mar 2026 | 5 days | Cape Town, South Africa | USD 3,500 | Enroll Now |
| 23 Mar - 27 Mar 2026 | 5 days | Kigali, Rwanda | USD 1,800 | Enroll Now |
| 23 Mar - 27 Mar 2026 | 5 days | Zanzibar, Tanzania | USD 2,200 | Enroll Now |
| 23 Mar - 27 Mar 2026 | 5 days | Kisumu, Kenya | KES 105,000 | USD 1,500 | Enroll Now |
| 30 Mar - 3 Apr 2026 | 5 days | Dubai, United Arabs Emirates | USD 4,000 | Enroll Now |
| 30 Mar - 3 Apr 2026 | 5 days | Dakar, Senegal | USD 3,500 | Enroll Now |
| 30 Mar - 3 Apr 2026 | 5 days | Accra, Ghana | USD 5,950 | Enroll Now |
| Date | Days | Venue | Fee (VAT Incl.) | Register |
|---|---|---|---|---|
| 6 Apr - 10 Apr 2026 | 5 days | Nairobi, Kenya | KES 99,000 | USD 1,400 | Enroll Now |
| 6 Apr - 10 Apr 2026 | 5 days | Dubai, United Arabs Emirates | USD 4,000 | Enroll Now |
| 6 Apr - 10 Apr 2026 | 5 days | Cape Town, South Africa | USD 3,500 | Enroll Now |
| 6 Apr - 10 Apr 2026 | 5 days | Zanzibar, Tanzania | USD 2,200 | Enroll Now |
| 13 Apr - 17 Apr 2026 | 5 days | Mombasa, Kenya | KES 115,000 | USD 1,500 | Enroll Now |
| 13 Apr - 17 Apr 2026 | 5 days | Kigali, Rwanda | USD 1,800 | Enroll Now |
| 13 Apr - 17 Apr 2026 | 5 days | Kampala, Uganda | USD 2,200 | Enroll Now |
| 13 Apr - 17 Apr 2026 | 5 days | Accra, Ghana | USD 5,950 | Enroll Now |
| 20 Apr - 24 Apr 2026 | 5 days | Dakar, Senegal | USD 3,500 | Enroll Now |
| 20 Apr - 24 Apr 2026 | 5 days | Johannesburg, South Africa | USD 3,100 | Enroll Now |
| 20 Apr - 24 Apr 2026 | 5 days | Dar es Salaam, Tanzania | USD 2,000 | Enroll Now |
| 20 Apr - 24 Apr 2026 | 5 days | Nakuru, Kenya | KES 105,000 | USD 1,400 | Enroll Now |
| 27 Apr - 1 May 2026 | 5 days | Pretoria, South Africa | USD 3,100 | Enroll Now |
| 27 Apr - 1 May 2026 | 5 days | Kisumu, Kenya | KES 105,000 | USD 1,500 | Enroll Now |
| 27 Apr - 1 May 2026 | 5 days | Naivasha, Kenya | KES 105,000 | USD 1,400 | Enroll Now |
| 27 Apr - 1 May 2026 | 5 days | Arusha, Tanzania | USD 2,000 | Enroll Now |
| Date | Days | Venue | Fee (VAT Incl.) | Register |
|---|---|---|---|---|
| 4 May - 8 May 2026 | 5 days | Nairobi, Kenya | KES 99,000 | USD 1,400 | Enroll Now |
| 4 May - 8 May 2026 | 5 days | Cape Town, South Africa | USD 3,500 | Enroll Now |
| 4 May - 8 May 2026 | 5 days | Dubai, United Arabs Emirates | USD 4,000 | Enroll Now |
| 4 May - 8 May 2026 | 5 days | Zanzibar, Tanzania | USD 2,200 | Enroll Now |
| 11 May - 15 May 2026 | 5 days | Kampala, Uganda | USD 2,200 | Enroll Now |
| 11 May - 15 May 2026 | 5 days | Kigali, Rwanda | USD 1,800 | Enroll Now |
| 11 May - 15 May 2026 | 5 days | Accra, Ghana | USD 5,950 | Enroll Now |
| 11 May - 15 May 2026 | 5 days | Mombasa, Kenya | KES 115,000 | USD 1,500 | Enroll Now |
| 18 May - 22 May 2026 | 5 days | Dar es Salaam, Tanzania | USD 2,000 | Enroll Now |
| 18 May - 22 May 2026 | 5 days | Johannesburg, South Africa | USD 3,100 | Enroll Now |
| 18 May - 22 May 2026 | 5 days | Nakuru, Kenya | KES 105,000 | USD 1,400 | Enroll Now |
| 18 May - 22 May 2026 | 5 days | Dakar, Senegal | USD 3,500 | Enroll Now |
| 25 May - 29 May 2026 | 5 days | Arusha, Tanzania | USD 2,000 | Enroll Now |
| 25 May - 29 May 2026 | 5 days | Kisumu, Kenya | KES 105,000 | USD 1,500 | Enroll Now |
| 25 May - 29 May 2026 | 5 days | Pretoria, South Africa | USD 3,100 | Enroll Now |
| 25 May - 29 May 2026 | 5 days | Naivasha, Kenya | KES 105,000 | USD 1,400 | Enroll Now |
We offer customized training solutions tailored to your organization's specific needs:
Special pricing ends in:
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