Build impactful Data Science Models with industry-aligned Simulations

Build impactful Data Science Models with industry-aligned Simulations

Build impactful Data Science Models with industry-aligned Simulations

Forcast simulations help learners go beyond technical metrics and create real business impact.

Forcast simulations help learners go beyond technical metrics and create real business impact.

10+

Influential Simulations

The most influential simulations have been designed already at Forcast.


5000+

Learners Benefited

Our simulations enabled learners to increase their business revenue.

1000+

Hours Saved

Learners have been able to save long hours of manual work with our simulations.

A world of possibilities at your fingertips.
Where Learning Meets Business Success: Our Immersive Simulations Lead the Way

A world of possibilities at your fingertips.

Where Learning Meets Business Success: Our Immersive Simulations Lead the Way

Transform Subjective Assessments into Objective Assessments

We implement leaderboards that help learners compare the performance of different models based on a set of standardized metrics, which makes it easier to identify the best-performing models. Our simulations are conducted to provide valuable insights into how well the models are suited for real-world scenarios, and not just how accurate they are.


We implement leaderboards that help learners compare the performance of different models based on a set of standardized metrics, which makes it easier to identify the best-performing models. Our simulations are conducted to provide valuable insights into how well the models are suited for real-world scenarios, and not just how accurate they are.

Practice real-world messy datasets cleaning 

Our corporate training integrates practicing cleaning messy data. The practice is quite challenging for any data analyst or scientist without access to real-world datasets or risking costly mistakes. Through our simulations aligned with datasets encountered in the industry, the learners receive hands-on training to practice with & clean even the messiest data in real-world scenarios.

Focus on business impact that exceeds mere technical metrics

Our simulations enable data scientists to think beyond just technical metrics such as accuracy, precision, and recall of the data science models, which the Kaggle platform can also provide. We turn their focus on the business impact of these models and how the models can be leveraged to maximize overall business revenue. 

Test multiple scenarios in the least amount of time

Learners get access to a proactive approach to testing. Our platform makes it easy for learners to quickly test different scenarios by replaying historical data. They can expose themselves to diverse datasets and gain valuable insights one might miss otherwise. Consequently, they focus more on analyzing the impacts and making educated decisions, saving considerable time.

Access a highly engaging and gamified learning experience

Learning complex concepts with gamification techniques helps retain information better. With our innovative approach to learning, we combine the best of both worlds to create highly engaged and gamified learning experiences through our real-world simulations. This encourages learners to make data-driven decisions and see the consequences of their actions in real time.

Experience Before Execution

Experience Before Execution

How Simulations Bridge the Gap

How Simulations Bridge the Gap

Know your customers

Know your customers

Data scientists do not always have enough exposure to the customer perspective, which is critical to understanding customer behavior and preferences. Simulations provide data scientists access to customer data, helping them understand how customer behavior impacts business profitability.


Data scientists do not always have enough exposure to the customer perspective, which is critical to understanding customer behavior and preferences. Simulations provide data scientists access to customer data, helping them understand how customer behavior impacts business profitability.


Generate synthetic data

Generate synthetic data

Data scientists can generate diverse and representative data through simulation techniques, which accurately reflect real-world scenarios. This simulated data help optimize data science and machine learning models and reduce the need for sensitive or confidential real data. 


Data scientists can generate diverse and representative data through simulation techniques, which accurately reflect real-world scenarios. This simulated data help optimize data science and machine learning models and reduce the need for sensitive or confidential real data. 


Optimize data science models

Optimize data science models

Simulations help optimize various aspects of a business, from price models and inventory management to resource allocation. By simulating different scenarios, data scientists can identify the key variables impacting business performance, develop profitable strategies and test innovative ideas in a risk-free environment.

Simulations help optimize various aspects of a business, from price models and inventory management to resource allocation. By simulating different scenarios, data scientists can identify the key variables impacting business performance, develop profitable strategies and test innovative ideas in a risk-free environment.

Understand the competitive landscape

Understand the competitive landscape

Insights into the competitive landscape are critical to identifying opportunities for revenue generation. Simulations give data scientists access to competitor data, enabling them to identify areas where the business can differentiate itself from competitors and maximize revenue.


Insights into the competitive landscape are critical to identifying opportunities for revenue generation. Simulations give data scientists access to competitor data, enabling them to identify areas where the business can differentiate itself from competitors and maximize revenue.


“During the multiple trainings I provided through other ed-tech platforms, though my employees built real projects but when they tried to apply their learnings on-the-job, they got stuck. Only after enrolling my team at Forcast, gap between corporate training in data science and desired business impact got eliminated with industry-specific simulations and business case studies.

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Head of Learning & Development, E-commerce

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Frequently Asked Questions

What kind of simulations are involved in your corporate training courses?

How are these simulations structured and delivered?

Can these simulations be customized to fit the needs of our specific organization?

What kind of training outcomes can we expect from your simulations?

Are these simulations interactive?

Are Forcast Simulations effective for advanced or specialized training in data science and analytics?

How do Forcast Simulations ensure that the training outcomes translate into improved job performance and business impact?

How does Forcast ensure that the simulation scenarios are realistic and relevant to the industry?

What are the specific technical skills and knowledge areas that Forcast Simulations can address?

What kind of technical support and training is provided with Forcast Simulations?

Forcast is a leading corporate training provider specializing in data science and machine learning. With a team of experienced instructors and a comprehensive curriculum, we empower organizations to upskill their teams and harness the power of data-driven insights for business success.

Address: 8A/37G, W.E.A Karol Bagh, Delhi 110005.

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Get in a call with us for corporate training

Want to be a part of us?

Explore the Advisor role

Forcast is a leading corporate training provider specializing in data science and machine learning. With a team of experienced instructors and a comprehensive curriculum, we empower organizations to upskill their teams and harness the power of data-driven insights for business success.

Address: 8A/37G, W.E.A Karol Bagh, Delhi 110005.

Follow us for more updates

Get in a call with us for corporate training

Want to be a part of us?

Explore the Advisor role

Forcast is a leading corporate training provider specializing in data science and machine learning. With a team of experienced instructors and a comprehensive curriculum, we empower organizations to upskill their teams and harness the power of data-driven insights for business success.

Address: 8A/37G, W.E.A Karol Bagh, Delhi 110005.

Follow us for more updates

Get in a call with us for corporate training

Want to be a part of us?

Explore the Advisor role