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Data Analytics 101 – Foundations of Data-Driven Insight

The Data Analytics 101 – Foundations of Data-Driven Insight course by Galvanize equips aspiring data analysts, business analysts, and BI professionals with essential skills in Python, SQL, Pandas, and data visualization to solve the growing industry challenge of translating raw data into actionable business decisions. Designed for beginners, it addresses the 112% surge in demand for early-career data analysts, teaching practical techniques in data cleaning, exploratory analysis, and insight communication through real-world projects.

This course prepares learners for Galvanize’s Data Analytics Certificate, validating hands-on proficiency in end-to-end data analysis. Koenig Solutions enhances this with Guaranteed-to-Run live online classes, ensuring reliable access to expert instruction. Graduates gain the confidence and portfolio to transition into data-driven roles and deliver measurable business impact.

80 Hours (10 Days)
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Course Overview

The Data Analytics 101 – Foundations of Data-Driven Insight course by Galvanize is designed for professionals seeking to build core competencies in data analysis and transform raw information into actionable insights. While not tied to a specific certification exam, this program equips learners for roles such as Junior Data Analyst, Business Intelligence Analyst, and Operations Analyst. With 87% of organizations prioritizing data-driven decision-making according to recent industry surveys, this course meets growing demand for analysts who can bridge data and strategy. Participants gain an analytics mindset, learning to frame problems, ingest and clean real-world datasets from sources like CSVs and APIs, and ensure data reliability before analysis. The curriculum is ideal for those entering data-centric roles in intelligence, cyber operations, acquisition, and program management.

Students engage with industry-standard tools including Python, pandas, NumPy, Matplotlib, and Seaborn within hands-on lab environments that simulate real operational workflows. The lab component emphasizes practical skill-building, where learners clean and structure messy datasets, perform exploratory data analysis, and create visualizations that communicate key findings. One capstone project involves analyzing a multi-source operational dataset to identify trends, generate summary statistics, and present insights through a narrative-driven visualization dashboard. These labs are conducted in a cloud-based Python environment, enabling immediate access to tools and real-time feedback, ensuring participants develop production-ready analytical capabilities using Galvanize’s immersive methodology.

Graduates of Data Analytics 101 – Foundations of Data-Driven Insight are well-prepared for entry-level analytics roles and further certification pathways in data science and business intelligence. The course supports career advancement in a field where data analysts earn a median salary of $78,000 in the U.S., with strong growth projected through 2030. Koenig Solutions enhances this training with official Galvanize courseware, Guaranteed-to-Run scheduling, and access to expert instructors through 1-on-1 coaching sessions. By mastering the full analytics workflow—from data ingestion to insight communication—learners emerge ready to contribute to data-informed decision-making across technical and strategic domains.

What You'll Learn

✓Manipulate complex datasets using the Pandas library to perform data cleaning, transformation, and aggregation for efficient decision-making.
✓Execute complex SQL queries in PostgreSQL to extract, filter, and join relational data tables for business intelligence reporting.
✓Construct data visualizations using Matplotlib and Seaborn to communicate trends, patterns, and outliers to key stakeholders.
✓Perform probability modeling to assess risk and generate predictive insights for strategic business forecasting.
✓Execute hypothesis tests using statistical methods to validate assumptions and ensure data-backed decision-making accuracy.
✓Develop an end-to-end analytics capstone project that integrates data cleaning, exploratory analysis, and visualization into a professional portfolio.

Skills You'll Gain

Python Fundamentals Pandas Data Manipulation NumPy Arrays Matplotlib Visualization Seaborn Charts SQL Querying Git Version Control GitHub Collaboration Data Cleaning Techniques Exploratory Data Analysis Hypothesis Testing Linear Regression Modeling Logistic Regression Analysis Statistical Inference Probability Distributions Data Visualization Best Practices Jupyter Notebook Environment

Prerequisites

Recommended knowledge before taking this course
  • To succeed in Data Analytics 101 – Foundations of Data-Driven Insight by Galvanize, students must possess basic proficiency in Microsoft Excel, specifically VLOOKUP and Pivot Tables, and familiarity with basic statistical concepts. Prior exposure to data visualization software such as Tableau or Power BI is highly recommended. Students should ensure their systems are running a modern operating system (Windows 10/11 or macOS 12+) and have Python 3.x and SQL Workbench installed prior to the first session. We suggest reviewing introductory SQL tutorials on Khan Academy or the official Python documentation to ensure readiness for the curriculum.
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What's Included in Your Training

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

Career Outcomes

86%

of Data Analytics 101 – Foundations of Data-Driven Insight certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the Data Analytics 101 – Foundations of Data-Driven Insight 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

3
  • SQL Data Analyst
  • Tableau Reporting Specialist
  • Junior Business Intelligence Analyst
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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    “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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    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

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    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
  • ★★★★★

    “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
  • ★★★★★

    “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 Analytics 101 – Foundations of Data-Driven Insight training course

Is the certification exam included in the Data Analytics 101 course, and what is the exam fee if separate?
Data Analytics 101 – Foundations of Data-Driven Insight by Galvanize does not require a formal certification exam. Instead, you earn a certificate of completion by mastering program requirements. Since no proctored exam exists, there are no additional exam fees. You succeed by passing summative assessments within the course.
What training formats does Galvanize offer for this course, and is Guaranteed-to-Run scheduling available?
Galvanize offers Data Analytics 101 – Foundations of Data-Driven Insight through live, instructor-led online sessions. These cohorts are scheduled to ensure consistent availability. Please visit the official Galvanize website to view the current academic calendar and confirm specific session dates and enrollment availability.
How long is lab access provided, and what environment is used for hands-on practice?
You gain full lab access during the 2-week, live online Data Analytics 101 – Foundations of Data-Driven Insight program, running Monday to Friday, 0900–1700 CST. You will use cloud-based tools like Python, pandas, NumPy, Matplotlib, and Seaborn on your personal computer. You will analyze real-world CSV and API datasets.
What is the cancellation and refund policy for this course?
For direct Galvanize enrollment in Data Analytics 101 – Foundations of Data-Driven Insight, you may cancel within five business days of registration for a full refund. After that, a $100 administrative fee applies. Withdrawals after training begins are subject to pro-rated refunds based on the number of completed instructional hours.
What is the assessment format, number of questions, passing score, and time limit for completion?
Data Analytics 101 – Foundations of Data-Driven Insight avoids final exams, using module-based evaluations instead. Each module includes a Timed Test (60% coding, 15% multiple choice, 25% expository) and a project. You must score 80% or higher to advance. A second attempt is permitted before potential dismissal from the program.
How long is the certificate valid, and what is the renewal process and cost?
The Data Analytics 101 – Foundations of Data-Driven Insight program awards a permanent certificate of completion. This credential has no expiration date, meaning no renewal process, continuing education, or extra fees are required. Your mastery of foundational data analytics skills remains verified indefinitely without any need for recertification actions.
What post-training support does Galvanize provide after completing the Data Analytics 101 course?
Upon completing Data Analytics 101 – Foundations of Data-Driven Insight, graduates receive access to Galvanize career services, including resume workshops, mock interviews, and networking events. Graduates gain access to a hiring partner network designed to help you transition into professional roles within the data analytics industry.
What are the prerequisites or prior experience needed to enroll in this course?
Data Analytics 101 – Foundations of Data-Driven Insight is designed for beginners; no prior coding experience is required. The curriculum includes foundational Python, pandas, and data visualization training. A pre-course module covers basic setup. Applicants must be at least 18 years old and hold a high school diploma or equivalent.
What career opportunities and salary potential follow from completing this course?
Graduates of Data Analytics 101 – Foundations of Data-Driven Insight qualify for entry-level roles like junior data analyst. The U.S. Bureau of Labor Statistics projects 34% job growth for analysts through 2034. While entry-level pay varies, the median salary for senior and experienced data analysts is approximately $112,590. Galvanize career services provide interview prep to help you secure these positions.
How does the course compare to self-study in terms of structure, outcomes, and support?
Data Analytics 101 – Foundations of Data-Driven Insight provides a structured 2-week, instructor-led experience with live feedback and mastery-based assessments. Unlike self-study, you benefit from peer collaboration, industry-aligned projects, and career services. This guided approach significantly reduces knowledge gaps and ensures you earn a formal, recognized certificate of completion.

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