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Data Analysis with Python (Tableau) Intermediate

The Data Analysis with Python course by Tableau empowers data analysts and business intelligence professionals to solve the critical challenge of extracting actionable insights from complex datasets using Python integration. Designed for those with foundational data skills, it bridges the gap between raw data and strategic decision-making—addressing a market where demand for certified Tableau professionals has grown by 32% year-over-year. You’ll gain proficiency in combining Tableau’s visual analytics with Python’s computational power to automate analysis, build predictive models, and enhance dashboard interactivity.

This course prepares learners for the Salesforce Certified Tableau Data Analyst exam, which validates expertise in advanced analytics and visualization. Koenig Solutions enhances preparation with official vendor-authorized courseware and 30-day lab access, ensuring hands-on mastery. By integrating Python scripts within Tableau, graduates achieve a competitive edge, enabling them to deliver sophisticated, data-driven insights that drive organizational impact.

40 Hours (5 Days)
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Course Overview

The Data Analysis with Python course by Tableau is designed to equip data professionals with advanced skills in leveraging Python for enhanced data analytics within the Tableau ecosystem. This course specifically prepares candidates for the Tableau Certified Data Analyst certification exam, a globally recognized credential that validates expertise in data preparation, analysis, and visualization. Ideal for Data Analysts, Business Intelligence Analysts, and Analytics Consultants, the course addresses growing industry demand—Tableau is featured in 12% of all Data Analyst job postings, reflecting its critical role in modern analytics workflows. With organizations increasingly adopting Tableau for data-driven decision-making, mastering Python integration positions professionals at the forefront of this trend.

Students engage with key tools and technologies including Tableau Desktop, Tableau Prep, TabPy (Tableau Python Server), and the Tableau Analytics Extensions API. The hands-on lab environment enables learners to build real-time predictive models by integrating Python scripts directly into Tableau dashboards using SCRIPT functions. Participants configure analytics extensions, deploy machine learning models via TabPy, and create dynamic visualizations that respond to user inputs. A core project involves building a sales forecasting dashboard where Python-powered trend analysis updates in real time as filters change, demonstrating practical application of advanced analytics in business contexts. All labs are conducted within the secure Tableau Desktop and Server environment, mirroring real-world deployment scenarios.

Achieving the Tableau Certified Data Analyst certification significantly boosts career prospects, with certified professionals earning an average salary of $109,211 annually in the United States—reaching up to $137,748 in high-demand markets like San Jose. Koenig Solutions enhances this journey with Guaranteed-to-Run batches, official courseware, and expert-led training that ensures deep conceptual mastery and exam readiness. As organizations continue to prioritize data storytelling and AI-enhanced analytics, graduates of the Data Analysis with Python course are well-positioned to lead transformative analytics initiatives and advance into senior analytics roles.

What You'll Learn

Perform data analysis with Python fundamentals to uncover actionable insights in your datasets
Import and clean datasets efficiently using Python libraries like Pandas and NumPy
Conduct exploratory data analysis in Python to identify patterns and trends
Visualize data effectively with Matplotlib and Seaborn for clear storytelling
Create interactive dashboards in Tableau to present your findings dynamically
Design compelling data visualizations based on Tableau's proven principles to communicate insights clearly

Prerequisites

Recommended knowledge before taking this course
  • Completion of Python 101 or equivalent experience with Python syntax, including list comprehensions and basic data structures.
  • Familiarity with setting up and navigating local development environments, specifically Jupyter Notebooks and the Anaconda distribution.
  • Basic IT knowledge regarding file system navigation and command-line interface usage for script execution.
  • Recommended: Prior exposure to SQL queries and relational database concepts to facilitate data extraction tasks.
  • Recommended: Understanding of foundational data analysis workflows to better apply the techniques taught in Data Analysis with Python.
  • Course Content: This curriculum covers the application of pandas for data cleaning and manipulation, as well as methods for integrating Python-processed data into visualization workflows.
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Certification Exam

Everything you need to know about the Data Analysis with Python (Tableau) certification exam

Exam Details
Exam Name
Data Analysis with Python (Tableau)
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Failed attempts require the full exam fee of $250. Use your score report to review your performance before scheduling your next attempt.
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Data Analysis with Python (Tableau)

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Data Analysis with Python and Tableau
Data analysis workflow foundations Python essentials for data tasks Configuring Python development environments Tableau interface navigation mastery Connecting Tableau to diverse sources TabPy integration architecture overview TabPy server configuration protocols Synchronizing data between Tableau and Python
2
Day 2– Efficient Data Preparation with Python
Importing datasets using pandas Exploratory analysis with pandas DataFrames Resolving missing data in Python Data type conversion and standardization Advanced filtering and subsetting techniques Merging and joining complex datasets Python script utilization in Tableau Prep Automating data cleaning via functions
3
Day 3– Advanced Data Analysis and Calculations
Building robust Tableau calculated fields Executing SCRIPT functions within Tableau Running Python scripts via TabPy Aggregating complex data using Python Data ranking and grouping strategies Applying statistical functions for insights Managing disaggregated data structures Debugging Python-Tableau integration workflows
4
Day 4– Predictive Analytics and Machine Learning
Integrating scikit-learn into Tableau Executing logistic regression in Python Predicting customer churn with models K-means clustering for data segmentation Returning predictive results to Tableau Scoring user behavior through models Visualizing predictive model outputs Deploying scalable Python analytics functions
5
Day 5– Professional Data Visualization and Dashboarding
Creating visualizations via Python scripts Generating sentiment scores in Tableau Developing dynamic interactive dashboards Leveraging parameters with Python logic Implementing responsive data filters Crafting compelling data-driven stories Publishing Python-enabled Tableau workbooks Best practices for Python-Tableau integration

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

75%

of Data Analysis with Python (Tableau) certified professionals report career advancement within 6 months

Salary Impact

+18%

Average salary increase reported after obtaining the Data Analysis with Python (Tableau) certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Data Analyst
  • Business Intelligence Analyst
  • Python Data Analyst
  • Data Visualization Specialist
  • Analytics Consultant
  • Tableau Developer

Companies Hiring

5,000+
Microsoft Google Amazon Deloitte Accenture IBM JPMorgan Chase Salesforce PwC

and 5,000+ organizations worldwide seeking Data Analysis with Python (Tableau) certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

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    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

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    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

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  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

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    Business Intelligence Lead

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  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

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    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

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    David L.

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    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

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    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the Data Analysis with Python (Tableau) training course

Is the Tableau certification exam included in Koenig's Data Analysis with Python course fee, and what is the cost?
The Tableau certification exam is not included in the course fee. You must purchase it separately for $250. You receive an exam voucher valid for 12 months, requiring you to schedule and complete your test within that timeframe.
What is the duration of Koenig's Data Analysis with Python course?
The Data Analysis with Python course is a 4-day intensive training program, totaling 32 hours of instructor-led instruction.
What is the fee for Koenig's Data Analysis with Python course?
The course fee for Data Analysis with Python typically ranges from $1,200 to $2,000 depending on the delivery format and location. Please contact our sales team for a personalized quote.
What training formats are available for the Data Analysis with Python course, and is there a Guaranteed-to-Run option?
Koenig offers live online instructor-led, 1-on-1, classroom, and self-paced (Flexi) formats for Data Analysis with Python. All public schedules are Guaranteed-to-Run, ensuring your training proceeds as planned regardless of enrollment, providing you with reliable, structured, and professional learning access.
How long is lab access provided for the Data Analysis with Python course, and what environment is used?
You receive 30 days of lab access after completing Data Analysis with Python. We use a cloud-based, hands-on environment. This allows you to practice Python data analysis and Tableau visualization integration skills in a real-world, vendor-neutral sandbox setup with secure, remote, 24/7 access.
What is Koenig's rescheduling and cancellation policy for the Data Analysis with Python course?
Koenig allows free rescheduling with at least 7 days' notice. Cancellations or rescheduling within 10 days incur a 50% fee. You may reschedule training once. If you are dissatisfied, you can claim a refund within one year of your payment date.
What is the format, duration, number of questions, and passing score for the Tableau Data Analyst certification exam?
The Tableau Certified Data Analyst exam lasts 120 minutes. It includes 30 knowledge-based questions and one hands-on lab with 10-11 tasks. The passing scaled score is 750 out of 1000, with some unscored items included for necessary statistical analysis purposes.
How long is the Tableau Data Analyst certification valid, and what is the renewal process and cost?
The Tableau Certified Data Analyst certification is valid for two years. Renewal requires retaking the full exam at the standard cost of $250. There is no discounted re-certification path; you must pass the current exam version to maintain your active status.
What post-training support does Koenig provide after completing the Data Analysis with Python course?
Koenig provides 30 days of extended lab access, 6 hours of free trainer consultation, Qubits42 self-assessment software, and a free course retake within one year. This ensures you can reinforce your Data Analysis with Python skills and address any knowledge gaps.
What are the prerequisites or prior experience needed for the Data Analysis with Python course?
While there are no formal prerequisites, we recommend at least 6 months of hands-on experience with Python programming and Tableau visualization tools. This background helps you succeed in the certification exam and maximize your Data Analysis with Python training.
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