Getting Into Tech: The Decision Guide
Choosing where to learn tech is not one decision. It is three decisions wearing a trench coat. First you have to believe you are even allowed to want this. Then you have to figure out what your options actually are. Then you have to decide whether the specific school you are considering is worth handing over money.
We wrote this guide to answer all three stages honestly, including the parts where the answer is "it depends" or "this might not be for you." Start wherever your current doubt lives.
Part 1: Should I Even Do This?
The emotional questions that come first. You will not care about bootcamps or programming languages until these are settled.
Is This for Me?
Am I Allowed to Want This?
- Should You Still Learn to Code in 2026 Now That AI Exists?
- Am I Too Old to Get Into Tech?
- Do You Need to Be Good at Maths to Code?
- Can You Get a Tech Job Without a Degree in Africa?
- Is It Too Late to Get Into Tech in 2026?
- Getting Into Tech as a Woman in Africa
- Do You Have to Start Young to Be a Developer?
- Do You Have to Be a "Tech Person" to Work in Tech?
- Is Tech Only for Young People?
- Are You Smart Enough to Learn to Code?
- Do You Need to Love Coding to Succeed?
Is This Real, or Am I Being Sold a Dream?
- Are Tech Jobs Actually Available in Africa?
- Will AI Replace Developers Before You Get Hired?
- How Much Do Developers Actually Earn in Kenya?
- Can You Really Earn in USD as a Developer in Africa?
- Is Tech Too Saturated to Break Into?
- What Does a Software Developer Actually Do All Day?
What Even Is This? (The Map of Tech Careers)
- What Tech Jobs Exist Besides Coding?
- Software Engineer vs Web Developer vs IT
- Front-End vs Back-End vs Full-Stack
- What Is AI Engineering?
- Which Tech Career Pays Best vs Which Is Easiest?
- Most In-Demand Tech Skills in Africa
How Do I Actually Start?
- Where Do You Actually Start Learning to Code?
- What Programming Language Should You Learn First?
- The Right Order to Learn Coding
- What to Do Before You Start Coding
- How to Set Up Your Computer for Coding
- How Many Hours a Day Should You Study?
- Should Beginners Use AI to Learn to Code?
- How Long Does It Take to Get a Tech Job?
- What Is the Fastest Way to Get Into Tech?
Will I Actually Make It? (The Fear of Failing)
- What If You Quit Learning to Code Again?
- Why Coding Makes You Feel Stupid (And Why That Is Normal)
- How to Stay Motivated Learning to Code Alone
- Imposter Syndrome When Learning to Code
- How Do You Know You Are Improving at Coding?
Part 2: Where Should I Learn?
You have decided to do this. Now the shopping begins. These articles compare paths, formats, costs, and specific schools so you can make an informed choice.
Paths and Formats
- Bootcamp vs Self-Taught vs Degree: Which Fits You?
- Online vs In-Person Coding Bootcamp
- Local Bootcamp vs International Online Programme
- Self-Paced vs Cohort-Based: Which Format Fits?
- Best Part-Time Bootcamps for People With Jobs
- Short Course or Full Bootcamp: Which First?
- Can You Learn to Code While Working Full-Time?
Cost and Access
- How Much Does It Cost to Learn to Code in Kenya?
- Can You Learn to Code for Free?
- Why Pay for a Course When YouTube Is Free?
- Can You Pay for Courses With M-Pesa?
- What Laptop Do You Need to Start Coding?
- Can You Learn to Code With Only a Phone?
Choosing a School
- Best Coding Bootcamps for Beginners in 2026
- Most Affordable Coding Bootcamps
- Best Free Coding Programmes and Bootcamps
- Best Coding Bootcamps for Women
- Bootcamps With Job Placement: What It Means
- Best Online Coding Schools From Africa
- Can You Learn to Code Entirely Online?
- How to Choose a Coding Bootcamp in Africa
Resources and Tools
- Best Free Websites to Learn Coding
- Codecademy vs freeCodeCamp vs Coursera vs Udemy
- Best YouTube Channels to Learn Coding
- Best Resources to Learn to Code (Free and Paid)
Part 3: Is This School Worth It?
The skeptical questions everyone asks right before committing. No one writes the honest version of these. We did.
The Skepticism Questions
- Honest Pros and Cons of Coding Bootcamps
- Are Coding Bootcamps a Scam?
- Are Bootcamps Still Worth It in the AI Era?
- Do Bootcamps Actually Get You a Job?
- How to Spot a Bad Coding Bootcamp: 7 Red Flags
- How to Check a Bootcamp's Real Reviews and Outcomes
- Do Employers Care About Certificates or Skills?
Cost, Risk, and ROI
Will It Actually Pay Off?
- Can You Get Hired as a Developer From Africa?
- How to Get a Tech Job With No Experience
- Remote Jobs With Foreign Companies From Africa
- Can You Freelance as a Developer From Africa?
- What Should Your Portfolio Have to Get Hired?
Before You Enrol
- What a Good Curriculum Looks Like in 2026
- What Support Should You Get After a Bootcamp?
- Refund Policies and Job Guarantees: The Fine Print
The McTaba Path
Looking for Your Country?
We have detailed guides with local bootcamp reviews, salary data, school comparisons, and payment options for Kenya, Rwanda, Uganda, Tanzania, and Nigeria.
Articles in this topic
How Do I Know if a Tech Career Is Right for Me?
Not everyone should go into tech. There is no shame in that. Here is an honest framework to figure out whether this fits you, before you spend months and money finding out the hard way.
What Does Learning to Code Actually Involve? (No Jargon Version)
Before you learn to code, it helps to know what "learning to code" actually means. Not the marketing version. Not the jargon version. The plain truth about what you will be doing day to day.
Should You Still Learn to Code in 2026 Now That AI Exists? An Honest Answer
AI writes code now. Is learning to code still worth it, or are you training for a job that will not exist? Here is the honest answer, specifically for the African market.
Am I Too Old to Get Into Tech in 2026? An Honest Answer for Africans Starting Late
You are 28, or 32, or 37, and wondering if it is too late. Here is what actually determines whether you can break into tech, and age is not on the list.
Do You Need to Be Good at Maths to Code? The Honest Truth for Beginners
You failed maths or barely passed. Now you are wondering if coding is automatically off the table. Here is what developers actually use day to day, and why school maths is a terrible predictor of coding ability.
Can You Get a Tech Job Without a Degree in Kenya and Africa? (2026 Reality)
Some employers will bin your CV without a degree. Others will hire you on the strength of your GitHub alone. Here is where the line actually falls in Kenya and across Africa in 2026, and what to do about it.
Is It Too Late to Get Into Tech in 2026? Why Africa Is Different
The "too late for tech" fear comes from watching Silicon Valley layoffs and oversaturated Western job boards. But Africa's tech sector operates on a different timeline. Here is the honest breakdown of where the window is still wide open and where it genuinely is harder.
Getting Into Tech as a Woman in Africa: An Honest, Practical Guide for 2026
You have heard that tech is the future, but the rooms still look mostly male. Is this path actually open to you, or are you setting yourself up for frustration? Here is the honest answer.
Do You Have to Start Young to Be a Developer? Why Late Starters Often Win
The internet loves the story of the 12-year-old who built an app. But most working developers started in their twenties or later. Here is why starting late is often an advantage, not a handicap.
Do You Have to Be a "Tech Person" to Work in Tech? (No — Here's Why)
You were never the kid who took apart computers. You don't have a favourite programming language. You barely understand what your Wi-Fi router does. Good news: none of that matters.
Is Tech Only for Young People? What Mid-Career Africans Need to Know
The tech industry looks like it belongs to 22-year-olds in hoodies. If you are 28 or 34 and considering a switch, the real question is whether the industry will take you seriously. Here is the honest answer.
Are You Smart Enough to Learn to Code? (The Real Answer)
You did not do well in maths. You do not have a CS degree. You are not "a natural." Does that mean coding is not for you? Here is what the evidence actually says about who succeeds.
Do You Need to Love Coding to Succeed in Tech? An Honest Take
Tech culture says "follow your passion." You are not passionate about coding. You are passionate about paying rent on time and building a stable life. Here is whether that is enough.
Are Tech Jobs Actually Available in Africa in 2026? An Honest Market Look
Everyone says learn to code. But where are the actual jobs? This is an honest breakdown of the African tech job market in 2026, which companies are hiring, what they pay, and what they actually expect from candidates.
Will AI Replace Developers Before You Even Get Hired? What's Really Happening
You are willing to learn. The real fear is that by the time you finish, the jobs will be gone. Here is what is actually happening to developer employment, which roles are most and least affected, and why the African market has dynamics most predictions ignore.
How Much Do Developers Actually Earn in Kenya in 2026? (Real Numbers)
You have heard the salary claims. Some sound too good to be true. Here are the real numbers for developer earnings in Kenya, what affects them, and where the money actually is.
Can You Really Earn in USD as a Developer in Africa? The Honest Breakdown
The remote-USD-income thing sounds too good to be true. Here is what it actually looks like, who is doing it, and what the honest bar for entry is.
Is Tech Too Saturated to Break Into in 2026? Where the Real Gaps Are
Everyone says the tech market is saturated. That is half true. The tutorial-completer tier is oversupplied. The ships-real-products tier is desperately short. Here is where the gaps actually are, especially in Africa.
What Does a Software Developer Actually Do All Day? (2026 Reality)
The movie version of a developer is someone typing fast in a dark room. The real version involves a lot more Slack messages, meetings, debugging sessions, and conversations with AI. Here is the actual breakdown.
What Tech Jobs Exist Besides Coding? A Real Map for 2026
You want to work in tech but coding does not appeal to you. Good news: there are real, well-paying tech careers that do not involve writing code all day. Here is the full map.
Software Engineer vs Web Developer vs IT: What's the Difference?
The titles get mixed up constantly. Your aunt calls everyone in tech "an IT person." Job boards use "software engineer" and "web developer" like synonyms. Here is what each role actually means in 2026.
Front-End vs Back-End vs Full-Stack: Which Should a Beginner Choose?
You have decided to learn development, but now you are stuck at the first fork: front-end, back-end, or full-stack? Here is a plain-language explanation and an honest recommendation.
What Is AI Engineering, and Can a Complete Beginner Learn It in 2026?
AI engineering sounds intimidating, but it is not what most people imagine. You are not training neural networks from scratch or publishing academic papers. You are building real products that use AI. Here is what that means.
Which Tech Career Pays Best vs Which Is Easiest to Start? (2026 Guide)
You want to know which tech career pays the most and which is easiest to start. Fair question. Here is an honest breakdown of the trade-off, with Kenya-specific salary data.
The Most In-Demand Tech Skills in Africa for 2026 (And Where to Learn Them)
The tech skills that matter in Nairobi are not identical to the ones trending on American tech Twitter. Here is what African employers actually need in 2026, and why the supply gap is your opportunity.
Where Do You Actually Start Learning to Code in 2026? A Step-by-Step Guide
You have decided to learn to code. Now you are staring at a million options and have no idea where to begin. Here is the exact sequence, step by step, with no fluff.
What Programming Language Should You Learn First in 2026? (Honest Verdict)
Everyone has an opinion. Here is the verdict based on the African job market, fintech demand, and what actually gets beginners to a working product fastest.
The Right Order to Learn Coding in 2026 (For Total Beginners)
There is a correct order to learn coding, and most beginners get it wrong. Here is the exact sequence from zero to full-stack developer, and why each step depends on the one before it.
What to Do Before You Start Coding: The Foundations Most Beginners Skip
The reason coding feels impossibly confusing for many beginners is not the code itself. It is that they started coding before understanding the world code lives in.
How to Set Up Your Computer for Coding (Step-by-Step for Beginners)
You have decided to start coding. Now your computer needs to be ready for it. Here is the short version: four tools, thirty minutes to two hours, and you are good to go.
How Many Hours a Day Should You Study to Learn Coding? (Realistic Answer)
You are trying to plan your learning schedule and want a real number. Here it is: 1.5 to 2 hours a day if you are working full-time, 4 to 6 hours if you are studying full-time. But the hours only matter if you use them right.
Should Beginners Use AI to Learn to Code? Yes, But Only Like This
AI coding tools are everywhere. Should you use them while learning? Yes, but with strict rules. Used right, AI is the best tutor you have ever had. Used wrong, it builds a dependency that collapses the moment you face a real problem alone.
How Long Does It Take to Get a Tech Job From Zero? (No-Hype Answer)
The honest timeline for getting a tech job from zero. Not the marketing version, not the outlier story. The realistic range for someone in Africa starting with no experience.
What Is the Fastest Way to Get Into Tech in 2026?
You want to be in tech as fast as possible. Fair. Here is what is actually achievable in 3, 6, and 12 months, and which "fast" paths are traps.
What If You Quit Learning to Code Again? How to Actually Finish This Time
You have tried this before. You started strong, life happened, motivation died, and you stopped. Here is why that happened and what to set up differently so this time actually sticks.
Why Coding Makes You Feel Stupid (And Why That's Normal)
You spent three hours on one bug and it was a missing semicolon. You read the documentation and understood nothing. You feel like everyone else gets it except you. Here is why that happens to literally everyone who codes.
How to Stay Motivated Learning to Code When You're Doing It Alone
The tutorials stop. The excitement fades. Nobody is checking on you. You quietly stop learning and nobody notices. Here is how to build a system that keeps you going when motivation disappears.
Imposter Syndrome When Learning to Code: It's Not Just You
Everyone in the tutorial comments seems to understand. Everyone on Twitter is shipping projects. You are staring at your screen pretending you know what a callback function is. You are not a fraud. Here is what is actually happening.
How Do You Know You're Actually Improving at Coding? (Real Signals)
You have been learning for weeks or months and cannot tell if you are getting better. Tutorials feel repetitive but building still feels impossible. Here are the real signals that you are improving, and the fake signals that trick you into thinking progress equals course completion.
Bootcamp vs Self-Taught vs Degree in 2026: Which Path Fits You?
Three paths into tech. Each one works for some people and ruins others. Here is the honest comparison for Africa in 2026, including the parts nobody wants to say out loud.
Short Course or Full Bootcamp: Which Should You Start With?
You want to learn tech but you are not sure whether to start small or go all in. Here is the honest breakdown: start small, prove you can learn, then choose the right full programme for how you actually work.
Can You Learn to Code While Working Full-Time? A Realistic Plan
You do not have to quit your job to learn to code. Most successful career changers did it while working. Here is the realistic plan for 10 to 15 hours per week, including when to study, how to stay consistent, and why self-paced matters.
How Much Does It Really Cost to Learn to Code in Kenya in 2026?
The real costs of learning to code in Kenya, from completely free to KES 120,000 self-paced programs. Every tier explained with actual KES prices, including the hidden costs nobody mentions.
Can You Learn to Code for Free in Africa? Where Free Works and Where It Stops
Free coding resources are real and they teach real skills. But most people who start with free never finish. Here is where free works, where it stalls, and what a small investment fixes.
Why Pay for a Coding Course When YouTube Is Free? The Honest Case
YouTube has thousands of hours of free coding content. Some of it is excellent. So why would you pay for a course? Here is the honest answer, including when free actually is enough.
Can You Pay for Coding Courses With M-Pesa in Kenya? (Yes, Here Is How)
Yes, all McTaba Academy courses accept M-Pesa. No credit card, no bank account, no international payment hoops. Here is the step-by-step process and why this matters for coding education in Kenya.
What Laptop Do You Actually Need to Start Coding in Kenya? (Budget Guide)
You do not need a MacBook to learn to code. Here are the actual specs you need, where to buy budget-friendly options in Kenya, and how to start learning even before you have a laptop.
Can You Learn to Code With Only a Phone in Africa? (Honest Answer)
Yes, you can learn coding fundamentals on a phone. No, you cannot become a working developer on a phone alone. Here is exactly what is possible, what is not, and how to plan the transition.
How to Choose the Right Coding Bootcamp in Africa (2026 Checklist)
There are dozens of coding bootcamps across Africa. Some will change your career. Some will waste your money. Here is the specific checklist to tell them apart before you pay.
Best Coding Bootcamps for Beginners in 2026: An Honest List
Most "best bootcamp" lists are written by bootcamps. This one compares in-person, online, free, and Africa-focused options by what actually matters for beginners: curriculum honesty, real projects, and whether graduates get jobs.
Best Online Coding Schools You Can Join From Africa in 2026
You do not need to move to Nairobi or Lagos to learn to code. But your online school needs to actually work from where you are, accept how you pay, and teach what your market needs. Here are the options that do.
Online vs In-Person Coding Bootcamp: Which Is Better in 2026?
The curriculum is often identical. The price is not. The real difference between online and in-person bootcamps is what happens when you want to quit at week three.
Best Free Websites to Learn Coding in 2026 (Honest Rankings)
There are hundreds of free coding resources. Most will waste your time. These are the ones that actually produce developers, ranked by completion outcomes, not marketing polish.
Self-Paced vs Cohort-Based Learning: Which Format Fits You?
Self-paced means freedom. Cohort-based means accountability. The right choice depends on one thing: your honest track record with finishing hard things alone.
Best Part-Time Coding Bootcamps for People With Jobs (2026)
You cannot quit your job to learn to code. You also cannot learn to code in 20 minutes a day. Here are the programmes that actually fit around a working schedule without pretending it is easy.
Codecademy vs freeCodeCamp vs Coursera vs Udemy: Which Should You Use?
Four platforms, four very different approaches. One is free and project-based. One is polished and guided. One has university names. One has 200,000 courses. Here is which to use when.
Best YouTube Channels to Learn Coding in 2026 (Actually Useful Ones)
YouTube has thousands of coding channels. Most will keep you watching forever and building nothing. These are the ones that actually produce developers, not tutorial addicts.
Best Resources to Learn to Code in 2026 (Free and Paid, Ranked)
Platforms, bootcamps, YouTube, books, AI tools, communities. The resource landscape is overwhelming. Here is everything that matters, ranked by what actually produces developers.
Local Bootcamp vs International Online Programme: Which to Choose From Africa
A Nairobi bootcamp knows your job market but might have a smaller curriculum. A Silicon Valley programme has global reach but does not know M-Pesa exists. How to choose.
Most Affordable Coding Bootcamps in 2026 (That Are Actually Good)
Cheap bootcamps exist. Good bootcamps exist. Cheap AND good bootcamps are rare. These are the ones where the price is low because the model is efficient, not because the education is thin.
Best Free Coding Programmes and Bootcamps in 2026 (Global + Africa)
Free does not mean bad. Some of the best coding education on the planet costs nothing. But "free" also does not mean "easy to finish." Here is every option worth knowing about.
Best Coding Bootcamps for Women in 2026 (Global and Africa)
Some bootcamps are built specifically for women. Others have strong female communities within mixed programmes. Some have neither. Here is how to find the right fit.
Coding Bootcamps With Job Placement: What That Actually Means
"We help you get a job" can mean anything from direct employer introductions to a PDF about resume formatting. Here is what real placement support looks like and how to tell the difference.
Can You Learn to Code Entirely Online? (Yes, With Caveats)
Short answer: yes. Long answer: yes, but the "entirely" part has traps. Here is what online learning gets right, what it gets wrong, and how to fill the gaps.
The Honest Pros and Cons of Coding Bootcamps (From Someone Who Runs One)
We run a bootcamp. We still think bootcamps are wrong for some people. Here are the genuine advantages and real disadvantages, including the ones bootcamp marketing will never tell you.
Are Coding Bootcamps a Scam? How to Tell Real Training From a Money Grab
Some bootcamps are absolutely a scam. Others will change your career. Here is exactly how to tell the difference before you hand over any money.
Are Coding Bootcamps Still Worth It in 2026? (Honest, AI-Era Answer)
AI can write code. YouTube is free. So why would you pay for a coding bootcamp in 2026? Here is the honest answer: some are worth it, most are not, and the difference comes down to five specific things.
Do Coding Bootcamps Actually Get You a Job? The Honest Numbers
Bootcamps love to claim 90%+ job placement. The real story is more complicated. Here is how placement rates actually work, how they are gamed, and what matters more than any statistic.
How to Spot a Bad Coding Bootcamp: 7 Red Flags Before You Pay
Bad coding bootcamps are good at looking like good ones. These seven red flags will help you tell them apart before you pay, not after.
How to Check a Coding Bootcamp's Real Reviews and Outcomes
Bootcamp websites show five-star reviews from smiling graduates. Reddit shows rage posts from people who feel scammed. The truth is somewhere between, and here is how to find it.
How Fast Does a Coding Bootcamp Pay for Itself? The ROI Maths
A bootcamp costs money. A developer job pays money. How long before the second covers the first? Here is the honest maths, including the parts bootcamp marketing leaves out.
Income Share Agreements (ISAs): Worth It or a Trap?
Pay nothing upfront, give a percentage of your salary after you get a job. Sounds fair. The contract says otherwise. Here is how ISAs actually work and why most bootcamps have stopped offering them.
What a Good Bootcamp Curriculum Actually Looks Like in 2026
A 2026 bootcamp curriculum that does not include AI tools is training you for 2020. Here is exactly what should be in a modern curriculum, what should not, and how to evaluate the people teaching it.
What Support Should You Get After a Coding Bootcamp? (And What Most Skip)
The hardest part of a coding bootcamp is not the bootcamp. It is the 2-6 months after, when you are job searching alone and your skills are starting to decay. Good programmes support you through this. Most do not.
Coding Bootcamp Refund Policies and Job Guarantees: The Fine Print
"Get a job or your money back." Sounds safe. The contract says you must apply to 15 jobs per week, attend every career session, never miss a deadline, and accept any offer regardless of salary. Miss one box and the guarantee is void.
Do Tech Employers Care About Certificates or Just Skills? (Honest Answer)
You are collecting certificates because you think employers need to see them. Most do not. Here is what actually moves your application to the top of the pile in the African tech market.
Can You Really Get Hired as a Developer From Africa in 2026?
Developers in Africa are getting hired in 2026, locally and remotely. But the path looks different from what most career advice describes. Here is what actually works and what does not.
How to Get Your First Tech Job With No Experience (2026 Playbook)
Every job wants experience. You have none. Here is the practical playbook for breaking through that wall in 2026, specifically for the African tech market.
How to Get Remote Tech Jobs With Foreign Companies From Africa
Remote developer jobs with foreign companies are real and growing. But the path from where you are now to a USD salary has specific requirements. Here is the honest version.
Can You Freelance as a Developer From Africa? How to Actually Start
Freelancing as a developer from Africa is real, but the path depends on whether you target local clients or international platforms. Here is how to actually get your first paying project.
What Should a Developer Portfolio Have to Get You Hired in 2026?
Your portfolio is your real credential in the African tech market. Here is exactly what it needs to include, what hiring managers actually look at, and the projects that make you stand out.
What Makes McTaba Different From Other Coding Bootcamps in Africa?
Every bootcamp says it is different. Here is what McTaba actually does differently: African Stack as core curriculum, AI built into every project, 15+ deployed productions, and honest clarity about who we are not for.
Ready to build real-world apps?
Join the McTaba Labs full-stack marathon (4 months full-time · 6 months part-time). Learn M-Pesa, USSD, and WhatsApp engineering while shipping 8 production apps.
Apply to the McTaba Marathon