Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
Learning objectives
- Master advanced lead scoring algorithms to qualify professional leads
- Develop customized predictive models in a certified enterprise context
- Implement lead scoring integration with CRM and 2026 AI tools
- Optimize real-time scores to boost sales performance
- Design multichannel lead scoring strategies tailored to future trends
- Analyze and iterate on lead data to maximize enterprise ROI
- Deploy automated scoring pipelines in secure production environments
The Learni story
Founded by passionate learning and innovation experts, Learni's mission is to make professional training accessible to everyone, anywhere in the world. Our team operates in major hubs — London, New York, Boston — and internationally, to support talents and organizations in upskilling.
Don't let this gap widen
Why this program matters
Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.
Organizations that don't train their talents on key topics see their competitiveness drop.
Every quarter without training is a gap widening with competitors who invest.
The cost of inaction quickly exceeds that of well-targeted training.
Program
Module 1Lead Scoring: Advanced Data Preparation and Expert Segmentation (SQL, Python, Feature Engineering)
Dive into collecting and cleaning massive lead data using advanced SQL and Python scripts, identifying key predictive features such as web behaviors and email interactions, dynamic segmentation by RFM clusters enriched with AI signals, practical exercises on real company datasets, creation of your first optimized data pipeline, quality validation with expert metrics to anticipate 2026 trends.
Module 2Lead Scoring: Predictive Modeling with Machine Learning (XGBoost, Neural Networks, Cross-Validation)
Build expert lead scoring models using XGBoost and neural networks in Python, hyperparameter tuning for accuracy exceeding 90%, handling class imbalances with SMOTE, exercises on real B2B cases predicting lead churn, model comparison via ROC-AUC and lift curves, production of actionable probabilistic scores, preparation for automation delivering immediate enterprise gains.
Module 3Lead Scoring: Tool Integration and Real-Time Automation (HubSpot, Salesforce, Kafka APIs)
Deploy lead scoring in professional ecosystems via HubSpot and Salesforce APIs, configure real-time streams with Kafka for dynamic scoring, bidirectional synchronization between CRM and data warehouse, hands-on integration workshops on your enterprise stack, end-to-end testing with webhooks and automation triggers, GDPR-compliant pipeline security, simulation of multichannel scenarios to scale in 2026.
Module 4Lead Scoring: Optimization and Predictive Monitoring for 2026 (A/B Testing, Drift Detection, ROI Tracking)
Analyze lead scoring performance via Power BI/Tableau dashboards, implement multivariate A/B tests on score thresholds, detect model drift with MLflow tools, iterations based on real sales feedback, calculate concrete ROI with up to 40% conversion uplift, final exercises on personal capstone project, strategic plan for evolution toward generative AI in 2026 for enterprise leadership.
Evaluation method
- Expert MCQ for validating learning outcomes at the end of the training
- Continuous assessment through practical predictive modeling
- Presentation and defense of personalized lead scoring pipeline to the trainer
Learning method
- Courses led by an active expert data marketing trainer
- Hands-on exercises on real anonymized enterprise datasets
- Progressive lead scoring project spanning 4 days
- Complete course materials and Jupyter notebooks provided
Methods, materials and delivery
The Training Lead Scoring - Maximizing Conversions in 2026 program is delivered onsite or remote (blended-learning, e-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
Equipment required
For the smooth delivery of the Training Lead Scoring - Maximizing Conversions in 2026 program, the following equipment is required:
- Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
- Training environments installed on workstations or accessible online
- Course materials, hands-on exercises and complementary resources
- Post-training access to materials and educational resources
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
* contact us for remote delivery feasibility** ratio varies depending on the program
Skills assessment methods
Assessment of skills acquired during the Training Lead Scoring - Maximizing Conversions in 2026 program is performed through:
- During training: case studies, hands-on labs and professional scenarios
- End of training: self-assessment questionnaire and skills evaluation by the trainer
- After training: completion certificate detailing acquired skills
Program accessibility
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Enrollment terms and lead times
Learni programs are available inter-company and intra-company, onsite or remote. Enrollments are possible up to 48 business hours before the program starts. Our programs are eligible for corporate funding paths. Contact us to discuss your training project and funding options.
Verified reviews
What our learners
★★★★★
« cool, j'ai appris des trucs »
★★★★★
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
★★★★★
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
★★★★★
« 😊👍 »
★★★★★
« bien 👍 »
★★★★★
« Allan Busi t'es au top, continue comme ça. formation géniale »
★★★★★
« cool, j'ai appris des trucs »
★★★★★
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
★★★★★
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
★★★★★
« 😊👍 »
★★★★★
« bien 👍 »
★★★★★
« Allan Busi t'es au top, continue comme ça. formation géniale »
★★★★★
« cool, j'ai appris des trucs »
★★★★★
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
★★★★★
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
★★★★★
« 😊👍 »
★★★★★
« bien 👍 »
★★★★★
« Allan Busi t'es au top, continue comme ça. formation géniale »
Our method
Training quality, guaranteed at every step
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
You meet the trainer beforehand
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
- Live briefing on goals and team context.
- Veto right — we swap the trainer for free if needed.
Content tailored to your context
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
- Hands-on cases drawn from your stack and projects.
- Program co-written then validated by your team.
Continuous quality follow-up
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
- NPS, knowledge quizzes and skills self-assessment.
- Satisfaction guarantee: fully satisfied or free rework.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
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