Training Pandas - Analyzing Large Datasets in the Enterprise

$2,310

  • 2 days
  • Onsite
  • 10 people max.
Ref: LOX515
10 people max.
$2,310
In-company rate: from $4,190 for the whole team
On-site and certification exam on quote
2 days
Onsite

Don't let this gap widen

Why this program matters

  • Without advanced Pandas mastery, your data analyses take 3 times longer, with 40% manual errors on complex datasets costing up to 50 000€ per project in delays.

  • Companies neglecting these skills lose 25% ROI on their data initiatives, according to Gartner 2025, exposing them to flawed business decisions and massive competitive losses.

  • In 2026, 68% of data jobs require expert Pandas to scale, risking career stagnation or team removal.

  • Master it now to avoid these costly traps.

Allan BUSI, Learni trainer · AI expert
Allan BUSI

Learni trainer · AI expert

73%productivity gap
×3cost of inaction
Flag of the United StatesBuilt for US teams
Payment by wire transferEnhanced confidentialityPerfect for companies with 50 to 500 employeesScheduling to fit any time zone

Trusted by — schools, companies and industrial groups

40,841 programs · 25 countries

  • Aptar
  • ArcelorMittal
  • Equans
  • EDF
  • Ubisoft
  • Microsoft

Every program built with a dedicated engineer

  • OpenAI
  • Anthropic
  • Mistral AI
  • NVIDIA
  • Google
  • Amazon Web Services
  • Microsoft Dynamics 365
  • Salesforce
  • ServiceNow
  • SAP
  • Oracle
  • Cisco
  • Fortinet
  • Palo Alto Networks
  • Aruba
  • VMware
  • Red Hat
  • Databricks
  • Snowflake
  • OVHcloud
  • Notion
  • AMD
  • Apple

Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.

Pandas training objectives

  • Master advanced DataFrame operations for scalable professional analyses
  • Develop optimized data pipelines with Pandas in the enterprise
  • Implement groupby, merge, and pivot to extract actionable insights
  • Optimize Pandas performance on massive datasets with vectorization
  • Design workflows integrating Pandas with ML tools for advanced data skills
  • Deploy automated Pandas scripts for real-time reporting
  • Acquire professional-grade skills in data manipulation

Pandas curriculum: 2 modules over 2 days

Module 1 : Advanced Pandas Manipulation: Optimize DataFrames and Transformations (groupby, merge, apply)

Dive into expert Pandas techniques for processing large datasets, practicing complex merges on real enterprise cases, multi-criteria groupby with custom aggregations, dynamic pivots to visualize trends, and vectorized apply functions to accelerate calculations, all via interactive Jupyter exercises, producing an intermediate analysis report ready for integration into your professional workflows, with live debugging and optimization for immediate performance gains.

Module 2 : Pandas Pipelines 2026: Scalability, ML Integration, and Automation (feature engineering, Dask)

Build end-to-end data pipelines with advanced Pandas, integrating Dask to scale on big data, performing feature engineering for ML models on real datasets, automating cleaning and enrichment via custom functions, testing robustness on critical enterprise scenarios, deploying scheduled scripts for daily reporting, and finalizing a deliverable ongoing project with complete documentation, boosting your skills for ultra-efficient predictive analyses in production.

How Pandas skills are assessed

  • Technical MCQ on advanced Pandas manipulations
  • Evaluation via ongoing data pipeline project
  • Individualized code review by the expert trainer

How the Pandas course is taught

  • Live sessions by an active data scientist trainer
  • Practical exercises on authentic enterprise datasets
  • Ongoing Pandas project spanning two days
  • Jupyter resources and source scripts provided

Pandas training: access and practical arrangements

The Training Pandas - Analyzing Large Datasets in the Enterprise program is delivered onsite or remote (blended-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 Pandas - Analyzing Large Datasets in the Enterprise 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 Pandas - Analyzing Large Datasets in the Enterprise 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

Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.

The Learni story

Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.

Our method

How Learni guarantees the quality of your Pandas training

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.

Step 1

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.
Step 2

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.
Step 3

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.
Step 4

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.

A child walking to school with a backpack
Our social commitment

A school kit donated to a child for every training booked

To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.

  • Backpack, notebooks and essential supplies
  • Distributed through our partner charities
  • Included, at no extra cost to you
Enroll and offer a kit
FAQ

Pandas: frequently asked questions

Which tools are used in Pandas training?+
Hands-on work runs on groupby, merge, apply, feature engineering and dask. Those tools come from the Pandas program itself, delivered on site over 2 days, so participants practise on the stack they will use at work.
What can participants do after Pandas training?+
They can master advanced DataFrame operations for scalable professional analyses, develop optimized data pipelines with Pandas in the enterprise and implement groupby, merge, and pivot to extract actionable insights. Those are the stated objectives of the Pandas program at Advanced level, checked by the end-of-session assessment.
What does the Pandas program cover, day by day?+
Day 1: Advanced Pandas Manipulation: Optimize DataFrames and Transformations (groupby, merge, apply). Day 2: Pandas Pipelines 2026: Scalability, ML Integration, and Automation (feature engineering, Dask). The Pandas program runs over 2 days, delivered on site.
How is Pandas training assessed?+
Assessment relies on technical MCQ on advanced Pandas manipulations, evaluation via ongoing data pipeline project and individualized code review by the expert trainer. Learni issues a completion certificate together with the individual assessment report at the end of the Pandas program, which an L&D team can file as evidence.
How much does Pandas training cost per participant?+
Pandas training costs $2,310 per participant. For an in-company team, the flat rate starts at $4,190 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does Pandas training take?+
2 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for Pandas training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before Pandas training?+
Advanced Python mastery, regular use of Pandas (DataFrames, Series, basic analysis).
Is a certificate issued after Pandas training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for Pandas training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
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