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 Pandas data structures for professional analyses
- Develop skills in importing and cleaning business data
- Implement data manipulation and transformation operations with Pandas
- Design exploratory analyses for actionable insights
- Optimize processing of large datasets in certified training
- Produce visualizations and reports based on Pandas for real projects
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 1Pandas Fundamentals: Installation and Data Structures (Series, DataFrames, Indexing)
Quick installation of Pandas in a professional Python environment via Anaconda or pip, creating first Series and DataFrames from lists or dictionaries, intuitive data exploration with head, tail, info, and describe, practical exercises on real datasets like sales data, indexing and selecting rows or columns to effectively filter critical information from day one.
Module 2Pandas Import and Cleaning: Reading Files and Data Preparation (CSV, Excel, Cleaning)
Importing diverse data from CSV, Excel, or JSON with pd.read_csv and pd.read_excel, handling missing values via dropna, fillna, and interpolation, automated cleaning of duplicates and outliers on real business cases like a customer sales file, transforming data types with astype and to_datetime, producing a clean dataset ready for analysis, with hands-on exercises and immediate result validation.
Module 3Advanced Pandas Manipulation: Grouping, Merging, and Transformations (groupby, merge, apply)
Applying groupby to aggregate statistics by categories on real business datasets, merging tables with merge and join on common keys like product IDs, using apply and lambda for custom transformations, pivot and melt to restructure data for complex analyses, exercises on an ongoing project simulating marketing analysis, generating actionable aggregated summaries for business reporting.
Module 4Pandas Analysis and Visualization: Insights and Certified Export (plot, corr, Advanced Export)
Statistical exploration with corr, value_counts, and crosstab to detect hidden patterns, creating integrated charts via Pandas plotting with matplotlib to visualize trends and correlations, optimized export to Excel, CSV, or SQL, finalizing the ongoing project with a complete analysis report, simulating a professional data audit, delivering ready-to-use outputs for integration into business tools for immediate impact.
Evaluation method
- Multiple-choice quiz to validate learning outcomes at the end of the training
- Continuous assessment through practical exercises on real datasets
- Defense of the ongoing Pandas project in front of the expert trainer
Learning method
- Courses led by an active expert data trainer
- Practical exercises on real business cases with Pandas
- Progressive ongoing project throughout the training
- Complete course materials provided to each participant
Methods, materials and delivery
The Training Pandas - Mastering Data Manipulation in Python 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 Pandas - Mastering Data Manipulation in Python 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 - Mastering Data Manipulation in Python 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.
Data Science
More programs in Data Science.
Data ScienceIndustry-certifiedARKit Training - Mastering AR for Immersive Data Visualization
$5,280Net · employer-funded
Data ScienceIndustry-certifiedAdvanced Pandas Training - Optimize Your Analyses of Massive Data
$5,040Net · employer-funded
Data ScienceIndustry-certifiedAdvanced R Training - Master Complex Data Analyses
$1,260Net · employer-funded
Data ScienceIndustry-certifiedAdvanced R Training - Master Complex Statistical Models
$3,780Net · employer-funded
Data ScienceIndustry-certifiedAdvanced R Training - Master Models and Automation
$1,260Net · employer-funded
Data ScienceIndustry-certifiedAmplitude Training - Optimizing Advanced Product Analyses
$1,470Net · employer-funded
Développement Web
More programs in Développement Web.
Développement WebIndustry-certifiedAPNs Training - Expert Scaling iOS Push Notifications
$2,640Net · employer-funded
Développement WebIndustry-certifiedASP.NET Core : Maîtriser le Développement Web Moderne
$6,600Net · employer-funded
Développement WebIndustry-certifiedATDD : Maîtriser l’Acceptance Test Driven Development en équipes agiles
$3,960Net · employer-funded
Développement WebIndustry-certifiedAWS IoT Core : Maîtrisez la gestion intelligente des objets connectés
$3,960Net · employer-funded
Développement WebIndustry-certifiedAWS Security Hub : Maîtriser la sécurité cloud avec AWS
$2,640Net · employer-funded
Développement WebIndustry-certifiedAccélérer vos modèles d’Intelligence Artificielle avec OpenVINO : de l’optimisation à la mise en production
$3,960Net · employer-funded
Intelligence Artificielle
More programs in Intelligence Artificielle.
Intelligence ArtificielleIndustry-certifiedASP.NET Expert Training - Develop Scalable and Secure Apps
$5,040Net · employer-funded
Intelligence ArtificielleIndustry-certifiedAdvanced ASP.NET Training - Develop Scalable Web Apps
$5,040Net · employer-funded
Intelligence ArtificielleIndustry-certifiedAdvanced Algolia Training - Boost Your Ultra-Fast Searches
$1,260Net · employer-funded
Intelligence ArtificielleIndustry-certifiedAdvanced Algolia Training - Optimize Ultra-Fast Searches
$3,780Net · employer-funded
Intelligence ArtificielleIndustry-certifiedAdvanced BigQuery Training - Analyze Petabytes in Real Time
$5,040Net · employer-funded
Intelligence ArtificielleIndustry-certifiedAdvanced BigQuery Training - Optimize Massive Analyses
$3,780Net · employer-funded
Développement Python
More programs in Développement Python.
Développement PythonIndustry-certifiedAdvanced NumPy Training - Optimize Your Complex Vector Calculations
$2,520Net · employer-funded
Développement PythonIndustry-certifiedAdvanced NumPy Training - Optimize Your Massive Calculations in 3 Days
$3,780Net · employer-funded
Développement PythonIndustry-certifiedAdvanced NumPy Training - Optimize Your Matrix Calculations in Python
$3,780Net · employer-funded
Développement PythonIndustry-certifiedAdvanced Python Training - Master Complex Scripts and Data
$2,520Net · employer-funded
Développement PythonIndustry-certifiedFormation Abandon de panier 2026 - Booster conversions e-commerce
$6,600Net · employer-funded
Développement PythonIndustry-certifiedFormation Amazon SNS - Maîtriser les notifications push Python
$5,280Net · employer-funded
Your professional training, anywhere
Let's build
your next
program.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
Reply within 24 h · Industry-certified · Corporate funding