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.
Training Pandas - Analyze and manipulate data efficiently
Trusted by — schools, companies and industrial groups
40,841 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
Pandas training objectives
- Master advanced DataFrame and Series manipulations
- Clean and prepare complex datasets with Pandas
- Apply efficient groupby, aggregations, and transformations
- Perform performant joins and merges
- Optimize Pandas performance for large volumes
- Integrate Pandas into data analysis workflows
- Produce basic visualizations via Pandas
Pandas curriculum: 5 modules over 5 days
Module 1 : Advanced Pandas Manipulation: DataFrames, Series, indexing (slicing, multi-index)
Dive into Pandas tools to select, filter, and transform data through practical exercises on real datasets, create multi-indexes to structure your analyses, apply vectorized methods to speed up your processing, and produce your first cleaned deliverables that will boost your productivity from day one.
Module 2 : Cleaning and Preparation: missing values, duplicates, data types (apply, lambda)
Learn to detect and correct anomalies in your datasets with Pandas, chain functions for smooth cleaning, test on real cases like e-commerce logs, generate automated reports on data quality, and leave with techniques that eliminate 80% of usual manual errors.
Module 3 : Powerful Aggregations: groupby, pivot, crosstab (descriptive statistics)
Master groupby to segment and summarize massive volumes, explore pivot_table for multidimensional summaries, apply to real business datasets like sales by region, calculate means, medians, and trends, and design analytical deliverables ready for impactful dashboards.
Module 4 : Joins and Merges: concat, merge, join (advanced strategies)
Merge heterogeneous datasets precisely using Pandas merge and join methods, manage conflicts and duplicates on CRM-inspired exercises, optimize performance for SQL-like tables, test complex multi-source cases, and produce enriched datasets that reveal hidden insights.
Module 5 : Optimization and Integration: performance, Pandas visualization, final project
Speed up your Pandas scripts on big data with vectorization and chunking, integrate Matplotlib for native visualizations, apply everything to a personalized capstone project, measure real time gains, and conclude with a concrete portfolio that highlights your skills to recruiters.
How Pandas skills are assessed
- Daily practical quizzes on Pandas exercises
- Final project with real dataset and graded deliverable
- Continuous feedback from certified trainer
How the Pandas course is taught
- 90% hands-on with Jupyter Notebook
- Real business case studies
- Interactive learning materials
Pandas training: access and practical arrangements
The Training Pandas - Analyze and manipulate data efficiently 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 - Analyze and manipulate data efficiently 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 - Analyze and manipulate data efficiently 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.
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.
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
FAQ
Pandas: frequently asked questions
Which tools are used in Pandas training?+
Hands-on work runs on slicing, multi-index, apply, lambda, descriptive statistics and advanced strategies. Those tools come from the Pandas program itself, delivered on site over 5 days, so participants practise on the stack they will use at work.
What can participants do after Pandas training?+
They can master advanced DataFrame and Series manipulations, clean and prepare complex datasets with Pandas and apply efficient groupby, aggregations, and transformations. Those are the stated objectives of the Pandas program at Intermediate level, checked by the end-of-session assessment.
What does the Pandas program cover, day by day?+
Day 1: Advanced Pandas Manipulation: DataFrames, Series, indexing (slicing, multi-index). Day 2: Cleaning and Preparation: missing values, duplicates, data types (apply, lambda). Day 3: Powerful Aggregations: groupby, pivot, crosstab (descriptive statistics). Day 4: Joins and Merges: concat, merge, join (advanced strategies). Day 5: Optimization and Integration: performance, Pandas visualization, final project. The Pandas program runs over 5 days, delivered on site.
How is Pandas training assessed?+
Assessment relies on daily practical quizzes on Pandas exercises, final project with real dataset and graded deliverable and continuous feedback from certified 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 $5,775 per participant. For an in-company team, the flat rate starts at $10,395 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?+
5 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?+
Mastery of Python basics (lists, dictionaries, functions, NumPy), introductory knowledge of Pandas.
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.
Your professional training, anywhere
Let's build your Pandas learning path.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
Reply within 24h · Vetted experts · USD invoicing · W-9 available
Suggestions
Training similar to Pandas.
ETL & data pipelinesIndustry-certifiedTraining Airflow Expert - Orchestrate Data Pipelines at Scale
$2,310Quote within 24h
PythonIndustry-certifiedTraining Python Intermediate - Automate Your Tasks in 3 Days
$3,465Quote within 24h
Data analysis & BIIndustry-certifiedTraining Looker Intermediate - Create Advanced BI Dashboards
$2,310Quote within 24h
Data science
Popular Data science training.
Data scienceIndustry-certifiedAdvanced NumPy Training - Optimize Your Complex Vector Calculations
$2,310Quote within 24h
Data scienceIndustry-certifiedAdvanced NumPy Training - Optimize Your Massive Calculations in 3 Days
$3,465Quote within 24h
Data scienceIndustry-certifiedAdvanced Pandas Training - Optimize Your Analyses of Massive Data
$4,620Quote within 24h
Python
Popular Python training.
PythonIndustry-certifiedAdvanced FastAPI Training - Build Scalable Ultra-High-Performance APIs
$4,620Quote within 24h
PythonIndustry-certifiedAdvanced Flask Training - Develop Scalable and Secure APIs
$4,620Quote within 24h
PythonIndustry-certifiedAdvanced NumPy Training - Optimize Your Matrix Calculations in Python
$3,465Quote within 24h
Data engineering
Popular Data engineering training.
Data engineeringIndustry-certifiedAdvanced Databricks Training - Accelerate Data Pipelines x3
$1,155Quote within 24h
Data engineeringIndustry-certifiedAdvanced Databricks Training - Deploy Scalable Data ML Pipelines
$2,310Quote within 24h
Data engineeringIndustry-certifiedAdvanced Databricks Training - Optimize Your Big Data Pipelines
$4,620Quote within 24h
Generative AI & LLMs
Popular Generative AI & LLMs training.
Generative AI & LLMsIndustry-certifiedAdvanced Claude API Training - Integrate AI in Optimized Production
$4,620Quote within 24h
Generative AI & LLMsIndustry-certifiedAdvanced Gemini API Training - Integrate Google's Generative AI
$5,775Quote within 24h
Generative AI & LLMsIndustry-certifiedCardiac Coherence 2026 Training - Optimising Performance via Advanced AI
$5,775Quote within 24h
On-site & remote
Pandas training in your city
Available on-site and remotely. Pick your city to see the local training center.