Data Analytics: Excel Stats, Regression & Forecasting Beginner
The Foundations of Data Analytics course by Open Source equips aspiring data analysts and career switchers with essential skills in data cleaning, statistical analysis, visualization, and Python-based tools to solve the critical industry challenge of transforming raw data into actionable insights. With over 270,000 data analytics jobs open in the U.S. and SQL appearing in 44% of job postings, this course builds job-ready competencies aligned with employer demands.
This course prepares learners for foundational data analytics certifications and career entry by leveraging Koenig’s Guaranteed-to-Run scheduling and 30-day lab access. Graduates gain hands-on experience with real datasets, enabling confident application of analytical techniques in business contexts and positioning them for roles in high-growth sectors.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
Foundations of Data Analytics by Open Source is an introductory course designed for aspiring data analysts, business intelligence analysts, and entry-level data scientists seeking to build core competencies in data interpretation and analysis. This 40-hour vendor-neutral program is priced at 1,200 USD and aligns with the skills assessed in the EXIN Data Analytics Foundation certification exam. With data-driven decision-making adopted by over 80 percent of Fortune 500 companies, this course equips professionals with foundational knowledge in data lifecycle management, statistical analysis, and insight generation, serving as a critical stepping stone for those transitioning into data-centric roles.
Students engage with key open-source tools including Python, PostgreSQL, pgAdmin, Metabase, and Pandas for hands-on data manipulation and visualization. The lab environment, built on Docker-based infrastructure, allows learners to configure a full analytics stack locally, simulating real enterprise workflows. Within this environment, students clean and transform raw datasets, perform exploratory data analysis using descriptive statistics, and build interactive dashboards. A capstone project requires learners to analyze a retail sales dataset, identify purchasing trends, and present findings through visual reports in Metabase, mirroring actual business intelligence deliverables.
This course prepares candidates for the EXIN Data Analytics Foundation certification, which is recognized globally by employers as proof of essential data literacy. Certified professionals report average starting salaries between 60,000 and 75,000 dollars, with strong career advancement into senior analyst and data science roles. Open Source enhances learning with guaranteed-to-run batches and access to official courseware, ensuring structured, instructor-led mastery of the curriculum. Upon completion, graduates are positioned to pursue roles in data analysis, business intelligence, or further specialization in data science, equipped with practical, industry-aligned skills.
What You'll Learn
Skills You'll Gain
Prerequisites
- Basic understanding of high school-level mathematics and statistics is recommended for the Foundations of Data Analytics course by Open Source, ensuring learners can grasp core analytical concepts effectively.
- Familiarity with fundamental linear algebra concepts such as vectors, matrices, and matrix operations enhances comprehension of data manipulation techniques covered in the course.
- Working knowledge of probability theory, including Bayes' Rule, random variables, and distributions, is essential for interpreting data analytics results accurately.
- Experience with Python programming, especially data manipulation and scripting, helps learners apply practical skills during the Foundations of Data Analytics training.
- Understanding data structures and algorithms like arrays, lists, sorting, and searching supports efficient data analysis workflows.
- Exposure to computational thinking and problem-solving using code in a data context prepares students to tackle real-world analytics challenges confidently.
Certification Exam
Everything you need to know about the Data Analytics: Excel Stats, Regression & Forecasting certification exam
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of Data Analytics: Excel Stats, Regression & Forecasting certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Data Analytics: Excel Stats, Regression & Forecasting certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Data Analyst
- Business Intelligence Analyst
- Junior Data Analyst
- Reporting Analyst
- Operations Analyst
- Marketing Analyst
Companies Hiring
and 5,000+ organizations worldwide seeking Data Analytics: Excel Stats, Regression & Forecasting certified professionals
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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“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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“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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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.”
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“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the Data Analytics: Excel Stats, Regression & Forecasting training course
Is the certification exam included in the Foundations of Data Analytics course, and what is the exam cost?
What training formats are available for the Foundations of Data Analytics course at Koenig Solutions?
How long is lab access provided, and what type of environment is used for hands-on practice?
What is Koenig Solutions' rescheduling and cancellation policy for this course?
What is the exam format, number of questions, passing score, and time limit for the Foundations of Data Analytics certification?
How long is the certification valid, and what is the renewal process and associated cost?
What post-training support does Koenig provide after completing the Foundations of Data Analytics course?
Are there any prerequisites or prior experience required to enroll in the Foundations of Data Analytics course?
What career opportunities and salary improvements can be expected after earning the Foundations of Data Analytics certification?
How does instructor-led training from Koenig compare to self-study for the Foundations of Data Analytics certification?
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