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This disclaimer explains the limits of the information published on 1stepGrow and how the site is funded, including through affiliate fees, advertising and sponsored content. It applies to every article, ranking, comparison, tutorial, newsletter and feature on https://www.1stepgrow.com, and it takes effect on 11 September 2026. Please read it alongside our terms and conditions.
General information only
Everything on 1stepGrow is general information published for educational and journalistic purposes, and it is not career, educational, financial, legal or professional advice. We write for a broad audience and do not know your background, finances, goals or circumstances.
Before you make a decision that matters, such as choosing a course, taking a loan to pay for one, changing jobs or committing to a technology, verify the facts with primary sources and consider speaking to a qualified professional. Any action you take based on our content is at your own risk.
Course, institute and certification information
Details about courses, institutes and certifications change often, so confirm them directly with the provider before you pay or enrol. Fees, curricula, durations, batch schedules, eligibility rules, instructors, accreditation, and placement or salary claims can all change without notice.
Some of the information we publish comes from providers themselves, through their websites, brochures, public statements or representatives. We check what we reasonably can, but we cannot independently verify everything, especially placement rates and salary figures. When we report a provider's claim, read it as that provider's claim.
Before paying for any programme, it is worth confirming:
- the current fee, what it includes, applicable taxes and the refund policy;
- the latest syllabus and who actually teaches it;
- written evidence for any placement or salary claim, and exactly what "placement assistance" covers;
- whether the certificate is recognised by the employers or bodies that matter to you; and
- the full terms of any loan or instalment plan offered to fund the course.
Rankings and comparisons
Our rankings and comparisons reflect editorial judgement against the criteria stated in each article, applied at the time of the last update. Another reader, or another publication, could weigh the same factors differently and reach a different order.
A programme ranked first is not necessarily the best choice for you. Rankings can change as programmes change, so check the updated date on each article. A place in a ranking is not a certification, an accreditation or a guarantee of quality. Commercial relationships can affect our coverage, as explained in the affiliate and advertising disclosure below, and our editorial policy explains how we build and review these articles.
No guarantee of outcomes
1stepGrow does not guarantee any learning, employment, admission, promotion or salary outcome. Career roadmaps, guides and salary ranges describe general patterns, not promises.
Your results depend on your own effort and prior experience, the state of the job market, where you live, and decisions made by employers and institutions that we do not control. The same applies to our recognition lists and interview features: appearing in them does not guarantee any opportunity.
Tech news and analysis are time-sensitive
Tech news and analysis on 1stepGrow reflect what was known when each piece was published and can go out of date quickly. Product features, prices, company announcements, regulations and market conditions change, sometimes within days.
Check the published and updated dates on each article, and confirm anything important with the original source. Predictions, forecasts and opinion pieces express the author's view and should not be read as statements of fact.
Tutorials and code examples
Our Python and data tutorials are provided for learning, and their code is shared as-is, without any warranty. Libraries, tools and platforms change, so an example that worked when published may behave differently in your environment.
Read and understand code before you run it, test it in a safe, non-production environment and keep sensitive data out of practice projects. 1stepGrow is not responsible for data loss, security problems or costs, such as cloud usage charges, that result from running code from our tutorials. If an example no longer works, please tell us so we can update it.
Affiliate and advertising disclosure
1stepGrow is free to read and is funded by display advertising, clearly labelled sponsored content and sponsored guest posts, and in some cases affiliate or referral fees. We disclose material connections in line with the Advertising Standards Council of India (ASCI) guidelines.
| Arrangement | How you can recognise it |
|---|---|
| Affiliate or referral links | Articles that contain them say so |
| Display advertising | Shown in ad spaces separate from our articles and served by third-party networks |
| Sponsored content and sponsored guest posts | Labelled as sponsored on the page |
| Sponsored features or programmes | Labelled as sponsored where they appear |
Affiliate and referral fees
Some links on 1stepGrow are affiliate or referral links. If you click one and then sign up, enrol or buy, we may earn a commission or fee from the company concerned. The price and terms you are offered are set by that company, not by 1stepGrow.
Display advertising
Advertisements on 1stepGrow are served by third-party networks such as Google AdSense, which may use cookies to show ads based on your visits to this and other websites. An advertisement is not an endorsement by 1stepGrow of the advertiser or its products. Our privacy policy explains these cookies and how to opt out of personalised ads.
Sponsored content and sponsored guest posts
Content that a company has paid for, including sponsored guest posts, is labelled as sponsored. Links in sponsored content are qualified in line with search-engine guidelines. Businesses interested in advertising or sponsorship can see our media kit.
How compensation can affect our coverage
We may receive compensation from some companies whose programmes appear on 1stepGrow. This can influence which programmes we cover and where and how they appear. We still state our evaluation criteria and each option's limitations, so you can judge each option for yourself.
Guest contributors and interviewees
Guest contributors and interviewees speak for themselves, and their views are not necessarily those of 1stepGrow, its writers or its editors. Guest posts are reviewed under our editorial policy, but contributors remain responsible for the claims they make. Interview answers may be edited for length and clarity. Guest posts that a company has paid for are labelled as sponsored.
Recognition lists
Recognition lists such as 25 Tech Leaders and 30 Under 30 are editorial selections based on the information available to us at the time. They are not certifications, endorsements or exhaustive lists of everyone who deserves recognition. We check what we reasonably can, but we cannot verify every claim made by or about the people featured. Where a programme or feature is sponsored, it is labelled as sponsored.
External links
1stepGrow links to external websites for reference and context, and a link is not an endorsement of the site, its owner or its products. We do not control external websites and are not responsible for their content, accuracy, availability, security or privacy practices. Links can break or point to changed content over time, so use external sites at your own discretion.
Trademarks
All product names, company names, institute names, logos and trademarks mentioned on 1stepGrow belong to their respective owners. We use them only to identify and discuss the products and organisations concerned, and their use does not imply any affiliation with, or endorsement by, their owners.
Errors and corrections
We work hard to be accurate, but errors can still occur, and we correct them openly. If you spot a mistake, email contacts@1stepgrow.com with the subject "Correction request", the article URL, the claim you believe is wrong and your evidence. Our correction policy explains how we review and publish corrections.
Use of AI assistance
People write, edit and take responsibility for everything 1stepGrow publishes, and our writers are named, verified people with profiles on our authors page. Our writers may use AI tools as assistants under the limits set out in our AI content policy, which also explains when we disclose AI assistance in an article.
Limitation of liability
To the fullest extent permitted under Indian law, 1stepGrow and its writers, editors and contributors are not liable for any loss or damage arising from your use of, or reliance on, the site or its content. This includes fees paid to third parties, lost opportunities, and admission, employment or salary outcomes. Nothing in this disclaimer excludes any liability that cannot be excluded under applicable law. Our terms and conditions set out the full limitation of liability.
Contact us
For any question about this disclaimer or our commercial relationships, email contacts@1stepgrow.com or use our contact page.
Frequently asked questions
Is 1stepGrow connected to the courses it reviews?
1stepGrow is an independent technology publication and does not sell, run or operate any course. We may receive compensation from some companies whose programmes appear on the site, and we disclose material connections in line with ASCI guidelines.
Does 1stepGrow get paid for course rankings?
We may receive compensation from some companies whose programmes appear on 1stepGrow. This can influence which programmes we cover and where and how they appear. We still state our evaluation criteria and each option's limitations in the article.
Can I rely on the fees and placement figures in 1stepGrow articles?
Treat them as a starting point, not a final answer. Fees, curricula and placement or salary claims change often and come partly from the providers themselves, so confirm them directly with the provider, in writing where possible, before you pay.
Does 1stepGrow guarantee a job or salary after a course?
No. 1stepGrow does not guarantee any learning, employment, admission or salary outcome. Results depend on your effort, experience, the job market and decisions by employers and institutions that we do not control.
How do I report an error in a 1stepGrow article?
Email contacts@1stepgrow.com with the subject Correction request, the article URL, the claim you believe is wrong and your evidence. We review it under our correction policy and update the article if we find an error.