In this episode of Data Career Podcast, I explore Data Analytics vs Data Science, highlighting key differences and stress the fluidity between data science and analytics. Don't miss it!

📩 Get my weekly email with helpful data career tips 📊 Come to my next free “How to Land Your First Data Job” training 🏫 Check out my 10-week data analytics bootcamp

Timestamps: (00:56) - Predictive Analytics: Foreseeing the Future 🔮📈 (01:43) - Diagnostic Analytics: Unraveling "Why" 🕵️‍♂️🔍 (02:10) - Analytics in Book Sales 📚📊 (03:09) - Data Scientists: Masters of Prediction 🧠🎯 (03:56) - Decoding Data Analytics vs. Data Science 🗝️💻 (05:26) - Gateway to Success: Landing a Data Job 🚪💼

Connect with Avery: 📺 Subscribe on YouTube 🎙Listen to My Podcast 👔 Connect with me on LinkedIn 📸 Instagram 🎵 TikTok Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

🕵️‍♂️ Curious about the mysterious hiring process of a data career? Find out how Megan McGuire narrows down candidates and assesses skills in the podcast. Get insider knowledge on code assessments, interviews, and what it takes to land the dream data role! 💪📈

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Timestamps:

(02:14) - The Value of Junior Analysts

(12:12) - Curiosity and Problem Solving in Data Analytics

(21:46) - Be the perfect candidate for specific company rather than a pretty good candidate

(24:15) - How drive, experience and upskilling set up interviewee success

(28:59) - Show off your skills with your Tableau Public or GitHub Profile

(36:53) - Rejections aren't necessarily your fault

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

In this episode, Marijn Markus & I talked about what it is ACTUALLY like being in the data field, how he transitioned from social science to data science, & discuss some real-world data use cases.

Marijn also shared his experience managing data teams, what makes a good junior hire, why you might not need machine learning, & much, much more.

You don’t want to miss this episode!

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Connect with Marijn: https://www.linkedin.com/in/marijnmarkus/

Timestamps:

(4:40) - Diverse backgrounds matter for programming and stats! (17:42) - Model explanations matter for business (21:00)- The real reason why generative AI became big in December (25:24) - Focus on what you know, not what you don't know (30:14) - You can't control the interview session? Think again!

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

Join us as we interview my bootcamp student Erin Shina who recently pivoted her career from music therapy to a financial analyst role at Fortune 50 company Humana.

⁠🏫 Check out my 10-week data analytics bootcamp⁠

📊 Come to my next free “How to Land Your First Data Job” training

Timestamps:

(2:49) - Hybrid work is the new norm, combining office and remote setups. 💼🏠

(6:00) - A supportive boss is crucial in advancing your data career. 👩‍💼🚀

(9:00) - Music therapy offers a fulfilling career path in healthcare. 🎵⚕️

(10:11) - Discover how the Data Analytics Accelerator helped Erin secure a data job. 📊🔍

(14:16) - Showcase your project effectively to increase your interview chances. 📂🎯

(17:25) - Put extra effort into crafting an impactful resume. 📄💪

(21:41) - Your current network could become a valuable referral for your next job opportunity. 🌐🔗

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

In this episode, Avery took a unique approach by going live on LinkedIn and letting the audience ask any question they wanted.

Join us as we dive deep into Avery's insights and practical tips to help you navigate the world of data.

🏫 Check out my 10-week data analytics bootcamp

📊 Come to my next free “How to Land Your First Data Job” training

Timestamps:

(3:09) - What should I have on my portfolio?

(05:24) - How to build a project?

(06:11) - How to stay organized?

(07:08) - Starting w/ Data Science Projects

(16:00) - How to become a better storyteller?

(21:18) - What to do if you're not landing any interviews?

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

Over the past 5 years, I’ve taught 1000’s about data analytics.

What have I learned as a teacher?

Where have I seen the most success?

What’s the biggest secret to people who succeed?

In this episode, I’ll share it all :)

🏫 Check out my 10-week data analytics bootcamp

📊 Come to my next free “How to Land Your First Data Job” training

Timestamps:

(3:30) Journey: Teaching data analytics full-time for the past year and a half. 📊

(8:58) Lesson: Skills alone aren't enough to land data jobs. 🎓

(13:06) Focus: Guiding students to low-barrier, rewarding data positions. 🔍

(18:25) Success: Marketing, portfolio, and networking are crucial for data job seekers. 🌟

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

Unravel the secret sauce behind starting with dummy projects and paving your way to extraordinary success.

Come and join Avery answered Muhammad’s question on how to get create good data portfolio, and how dummy projects are helpful for upskilling.

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Timestamps:

(5:06) - Stepping stone: Dummy projects lead to advancement. 💡

(6:20) - Explore: Find intriguing online project ideas. 🌐

(6:45) - Learn: Embrace initial challenges for growth. ⚽

(7:20) - Mindset: Start, improve, conquer data projects. 🚀

(8:00) - Resources: YouTube, webinars, podcast - career boost.

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

🎙️ Get ready for an exclusive, behind-the-scenes episode! 🚀

Dive into our members-only content, where you'll learn and gain invaluable insights on the expectations, workings, and fantastic resources of our data career bootcamp.

Take advantage of this incredible opportunity!

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Timestamps:

(3:28) - 🏗️ Laying the Foundation: Build your data career from scratch!

(4:54) - 🤝 Community Support: Join a like-minded community to land data jobs!

(7:10) - 🎯 Learn and Upskill: Master data at your own pace!

(9:20) - 🙌 Stay Accountable: Achieve your data goals with our support!

(10:57) - ❤️ Love Data Work: Experience the thrill of working with data!

(11:52) - 🌍 Make an Impact: Change the world with the power of data!

(12:33) - 💰 Lucrative Careers: Earn big with your data skills!

(12:46) - ⏰ Flexible Work: Work on your terms!

(16:28) - 🎮 Project Power: Boost your skills with hands-on projects!

(21:57) - 🤝 Network for Success: Unlock data job opportunities through networking!

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

What does data engineer  @ShashankData  think about AI, Power BI & Cold Messaging?

Listen to find out 👆

Subscribe to Shashank's Channel: https://www.youtube.com/@ShashankData

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Connect with Avery:

📺 Subscribe on YouTube: youtube.com/c/AverySmithDataCareerJumpstart/videos

🎙 Listen to My Podcast: podcasts.apple.com/us/podcast/data-career-podcast/id1547386535

👔 Connect with me on LinkedIn: linkedin.com/in/averyjsmith/

📸 Instagram: instagram.com/datacareerjumpstart/

🎵 TikTok: tiktok.com/@verydata

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

Will AI replace data analyst? Is it going to happen? Has it already happened?

In this episode, I wanted to dig into if I actually think that's going to be the case.

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Timestamps:

(01:00) - Brace yourself: AI has ARRIVED! 🤖

(01:44) - Is your data analyst job in jeopardy? AI vs. Human Skills 💼

(02:54) - The art of data analysis using AI 🚀

(03:29) - AI is just a tool 🧮

(04:01) - AI is just like Google 🔓

(05:55) - Job Security? Get good at AI 🌟

(07:18) - Humans make decisions ✨

(08:00) - Join the Ultimate Data Bootcamp! 📚💪

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

Your dream data job might be closer than you realize. Don't overlook the hidden gem right in front of you: internal positions. Landing an internal job is easier than going through the external route.

🌟 Join the data project club! 📊 Come to my next free “How to Land Your First Data Job” training 🏫 Check out my 10-week data analytics bootcamp

Timestamps: (0:00) - The Best Place to Land Your First Job (2:58) - How I Landed My First Data Job (7:11) - Your Company Has a Data Team? (10:22) - Network Inside Your Company (12:54) - Use data at your current position (14:01) - Attend Data Events

Connect with Avery: 📺 Subscribe on YouTube 🎙Listen to My Podcast 👔 Connect with me on LinkedIn 📸 Instagram 🎵 TikTok Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

Wanna become a data analyst? Start here. This is the most upvoted post in the r/datanalysis history, full of advice and a roadmap to becoming a data analyst. Join me as I'm going to be diving into what their advice was and if I agree or disagree with it.

🌟 Join the data project club! “25OFF” to get 25% off (first 50 members).

📊 Come to my next free “How to Land Your First Data Job” training 🏫 Check out my 10-week data analytics bootcamp

Timestamps: (0:52) - Do I need a degree? (1:34) - Is Google Data Analytics Cert enough? (3:39) - Will my degree help me? (5:54) - What do I need to learn? (8:07) - Do certifications matter? (9:01) - Can I get a job right away? (10:36) - Is having a degree is enough? (11:41) - Build a strong foundation (11:58) - Get hands-on experience (12:21) - Build your network (12:40) - Should You Get a CS Degree? (13:09) - Should I learn Machine Learning (13:54) - Build a portfolio (14:31) - Create a personalized resume (14:51) - Practice every day (14:59) - Have the right attitude (15:20) - Applying for the jobs (16:13) - Be very patient

Connect with Avery: 📺 Subscribe on YouTube 🎙Listen to My Podcast 👔 Connect with me on LinkedIn 📸 Instagram 🎵 TikTok Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

My wife and I just had our first baby. Everyone is doing well. So I’m taking the week off to spend time with my amazing family.

In the meantime, I would appreciate you leaving a rating for the podcast. The ratings & reviews help me stay motivated, as well as help others find the podcast. If you’re on Apple Podcasts, scroll to the bottom of the Data Career Podcast page and you’ll find the spot to leave a rating a review. If you’re on Spotify, you should see a rating with a star towards the top left of the page (below the podcast art). Click it and leave a rating. I’d love to hit 50 on each platform. Appreciate you listening & have a great week. Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

Stop being left behind by not building data project.

It can be intimidating to build a real-world data project alone.

But why be alone when you can be with us in the Data Project Club?

Come join me talking about cool Data Project Club, that can help you show your skills, build your project and expand your data network.

🌟 Join the data project club!

“25OFF” to get 25% off (first 50 members).

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Timestamps:

(1:00) - Projects Are The Cheat Code

(1:55) - Why data project are your career accelerator?

(3:37) - Show Your Skills > Tell Your Skills

(3:43) - Doing data projects is FUN!!!

(4:37) - Come join The Data Project Club

(5:51) - Practice. Build Connect.

(7:01) - My Bootcamp

(7:30) - Data Project Club Perks

(10:48) - Data Project Club Tiers

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

If you find yourself in a situation where you don't have a college degree, I want you to know it is possible to land a data job.

In this episode, Teshawn Black shares his experience landing data contracts at Google & LinkedIn despite having no certifications.

🌟 Join the data project club!

“25OFF” to get 25% off (first 50 members).

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Teshawn’s Links:

https://www.tiktok.com/@the6figureanalyst

https://app.mediakits.com/the6figureanalyst

Timestamps:

(6:29) - Providing value is KEY! (10:49) - We don’t have tomorrow, so live today (13:43) - Understand what company looks for (17:05) - Learn to communicate effectively (19:14) - Working contract jobs is a blessing (20:17) - Always market yourself (22:33) - Ask the budget first (25:07) - Is job security really SECURE? (27:35) - We are all expendable (29:32) - Focus on data cleaning & data manipulation (30:42) - Don’t skip Excel!

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

Building data analytics projects is the key to landing your first data job.

Here’s a 6-step guide to doing your first project.

🌟 Join the data project club!

“25OFF” to get 25% off (first 50 members).

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Timestamps:

(1:43) - Step 1: Deciding What Project To Do

(4:00) - Step 2: Finding a Good Data Set

(5:30) - Step 3: Defining the Project

(6:32) - Step 4: Exploratory Data Analysis

(9:16) - Step 5: Real Analysis

(11:04) - Step 6: Publish the project

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

If you want to learn data visualization, here are the best 5 books you should read.

Get the books via links down below.

🌟 Join the data project club!

“25OFF” to get 25% off (first 50 members).

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Timestamps:

(0:34) - Book 1: Storytelling with Data

(1:50) - Book 2: The Big Book of Dashboards

(2:51) - Book 3: Envisioning Information

(4:12) - Book 4: How Charts Lie

(5:14) - Book 5: Show Me The Numbers

Mentioned Links:

📚 Storytelling with Data: https://amzn.to/3n2rDwJ

📚 The Big Book of Dashboards: https://amzn.to/42nBmO4

📚 Envisioning Information: https://amzn.to/3yN8a5z

📚 How Charts Lie: https://amzn.to/3luqQ77

📚 Show Me The Numbers: https://amzn.to/3FxgeuW

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

This is the story of how a math teacher transitioned to become a lead analytics consultant at Wells Fargo

In this episode of The Data Career Podcast, Avery Smith sits down with Courtney Ballard, one of the bootcamp alumna on how she landed data job from teaching.

If you are a Transitioning Teacher looking to explore data, I have a LIVE training to help you on your journey: https://www.datacareerjumpstart.com/teachers

🌟 Join the data project club!

“25OFF” to get 25% off (first 50 members).

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Timestamps:

(1:53) - Why Courtney transitioned to data analytics

(9:54) - Why it's okay to pivot your career

(13:22) - Teachers make great data analysts

(17:44) - How Courtney landed her job

(23:30) - Why data careers are great for teachers

Courtney’s Links: Linkedin: https://www.linkedin.com/in/courtneylballard/

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

Let's face it; data analytics can sometimes be a real pain in the spreadsheet.

You spend hours analysing data, writing code, and crafting reports, only to have one mystery bug stop your work from progressing.

I'll show you my 10-step guide for solving ANY data problem.

🌟 Join the data project club!

“25OFF” to get 25% off (first 50 members).

📊 Come to my next free “How to Land Your First Data Job” training

🏫 Check out my 10-week data analytics bootcamp

Timestamps:

(2:19) - Step 1: Copy your error message

(3:29) - Step 2: Use Google, Stack Overflow & ChatGPT

(5:28) - Step 3: Double check everything!

(6:58) - Step 4: Rubber Duck it!

(7:58) - Step 5: Read manual & documentation

(9:45) - Step 6: Walk away, just walk.

(14:19) - Step 7: Turn it off!

(12:52) - Step 8: Screenshot & screenrecord it

(15:18) -Step 10: Say thank you!

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa

📤 In this episode, Avery’s going to walk you through how you can teach yourself SQL for FREE with this awesome 5-step course.

🌟 Join the data project club!

“25OFF” to get 25% off (first 50 members).

📊 Come to my next free “How to Land Your First Data Job” training 🏫 Check out my 10-week data analytics bootcamp

Timestamps:

(0:24) - What is SQL?

(1:08) - Step 1: Download Datasets

(2:03) - What is CSV files?

(2:44) - Step 2: Setup SQL environment with the dataset

(3:37) - Step 3: Learn SQL for free with W3Schools

(4:50) - Step 4: Come up w/ probing questions for your data

(6:09) - Step 5: Write up your findings

(7:00) - Project Write-up Platform

Mentioned Links:

Kaggle: https://www.kaggle.com/datasets

bit.io: https://bit.io/

W3Schools: https://www.w3schools.com/sql/

Connect with Avery:

📺 Subscribe on YouTube

🎙Listen to My Podcast

👔 Connect with me on LinkedIn

📸 Instagram

🎵 TikTok

Mentioned in this episode: Join the last cohort of 2025! The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!

To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get: ✅ A discount on your enrollment 🎁 6 bonus gifts, including job listings, interview prep, AI tools + more

If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.

👉 Join the December Cohort & Claim Your Bonuses: https://DataCareerJumpstart.com/daa https://www.datacareerjumpstart.com/daa