The ONLY 4 Ways to Become an AI Product Manager with No Experience
Summary
TLDR本视频由Dr. Nancy分享,她是一位在AI领域有丰富经验的产品管理专家。她讨论了AI行业的就业前景,并提出了四种途径,帮助无经验者成为AI产品经理。她强调了学习AI基础知识的重要性,并提供了相关课程资源。此外,她还分享了如何通过创建产品愿景和转型为AI产品经理来提升职业发展。视频鼓励观众积极学习AI知识,并通过实践项目来构建产品管理组合,以便在AI领域取得成功。
Takeaways
- 🚀 AI行业正在迅速增长,预计未来10年每年增长35%。
- 🎓 即使没有工作经验,也可以通过学习相关专业和技能成为AI产品经理。
- 🛠️ 对于在校学生,选择数据科学、数学、计算机科学等专业,并学习产品管理课程,有助于成为AI产品经理。
- 🌟 利用在校期间的项目经验,可以构建产品组合,展示AI相关的知识和产品管理能力。
- 🔄 非AI产品经理可以通过学习AI基础知识,转型成为AI产品经理。
- 📈 了解AI基础技能,如数据集的使用、训练AI模型、理解监督学习、非监督学习和半监督学习等。
- 🎯 通过构建产品愿景和战略,将AI元素融入现有产品路线图中,可以在当前职位上实现转型。
- 🔧 AI工程师、机器学习工程师和数据科学家可以通过学习产品管理知识转型为AI产品经理。
- 📚 通过在线课程和培训,可以快速掌握AI和产品管理的关键技能。
- 💼 构建产品组合是展示个人AI产品管理能力和经验的有效方式。
- 📈 无论是否有相关工作经验,都可以通过学习和实践,成为AI产品经理。
Q & A
AI行业在未来10年的增长趋势如何?
-根据视频中的信息,AI行业预计在未来10年将以每年35%的速度增长。
AI行业的发展对就业有什么影响?
-虽然AI行业的发展可能会导致某些工作的消失,但同时它也在创造更多的就业机会。
如何成为AI产品经理,即使没有相关经验?
-视频中提到了四种方式,包括学习相关专业、转型为AI产品经理、创建战略产品愿景以及从AI工程师或数据科学家转型为产品经理。
对于在校学生来说,哪些专业更有利于成为AI产品经理?
-对于在校学生,数据科学、数学、计算机科学等专业是AI团队青睐的。如果攻读硕士,建议选择人工智能硕士课程。
为什么转型为AI产品经理是一个好机会?
-转型为AI产品经理是一个好机会,因为AI行业正在迅速增长,并且有很多资源可以帮助人们学习AI基础知识和产品管理技能。
Google产品副总裁Rob为什么强调学习AI基础知识的重要性?
-Rob认为,学习AI基础知识可以帮助人们更深入地理解AI技术,从而在AI产品经理的职位上取得成功。
AI产品经理需要掌握哪些关键技能?
-AI产品经理需要掌握的数据集选择、训练AI模型的方法、理解训练数据与测试数据的区别、掌握监督学习、非监督学习和半监督学习模型以及自然语言处理等技能。
如何通过课程学习来准备成为AI产品经理?
-可以通过Coursera等平台学习相关的AI和产品管理课程,例如监督学习和非监督训练模型、自然语言处理等。
为什么创建产品愿景对于成为AI产品经理很重要?
-创建产品愿景可以展示你如何将AI元素融入现有产品路线图中,这有助于在公司内部推动AI项目,并且可以在不申请新工作的情况下直接参与AI产品的工作。
AI工程师或数据科学家如何转型为AI产品经理?
-AI工程师或数据科学家可以利用他们对AI的深入了解,学习产品管理的知识和技能,并将这些技能转化为产品组合,以展示他们的产品管理能力和AI知识。
如何通过实际项目来展示AI产品经理的相关经验?
-可以通过创建一个产品愿景或参与AI相关的项目来展示经验,这可以是一个与他人合作的AI项目,或者是一个个人的产品组合项目。
Outlines
🤖 人工智能行业的就业机会
本段落讨论了人工智能(AI)作为当前最热门的话题之一,尽管许多人担心AI会取代大量工作,但实际上AI行业也在创造更多的就业机会。预测显示,在未来十年内,AI行业将以每年35%的速度增长。即使大型科技公司宣布裁员,市场对AI相关职位的需求依然旺盛。视频将分享四种成为AI项目经理的方法,无需任何经验,鼓励人们抓住机会进入AI管理领域。
🎓 学生如何成为AI产品经理
这一部分讲述了对于没有工作经验的学生,如何通过学习与AI相关的专业,比如数据科学、数学、计算机科学等,以及参加产品管理相关课程,来为成为AI产品经理做准备。建议学生在学校期间积累相关知识,并通过课程项目构建产品管理的实践经历,从而为将来进入AI行业打下坚实的基础。
🌟 非AI产品经理的职业转型
这一段落讨论了非AI产品经理如何利用现有的产品管理技能和知识,通过学习AI基础知识,转型成为AI产品经理。强调了即使是非AI领域的产品经理,也可以通过掌握AI的核心技能,比如数据集的使用、训练AI模型、理解监督学习、非监督学习和半监督学习等,来增强自己的职业竞争力。
🔧 AI工程师向产品经理的转变
最后一部分讲述了AI工程师、机器学习工程师或数据科学家如何通过学习产品管理知识,转型成为AI产品经理。这是成为AI产品经理的最直接途径,因为他们已经具备了深厚的AI知识基础。通过学习产品管理的生命周期和技能,他们可以将这些技能转化为产品组合,展示自己的产品管理能力和对AI的深刻理解,从而在AI产品管理领域取得成功。
Mindmap
Keywords
💡AI
💡AI Prime Manager
💡产品管理
💡职业转型
💡学习资源
💡产品组合
💡战略产品愿景
💡AI工程师
💡机器学习
💡数据科学
Highlights
AI行业正在迅速增长,预计未来10年每年增长35%。
AI行业为人们提供了新的职业机会,尤其是AI产品管理领域。
即使没有经验,也有四种方法可以成为AI产品经理。
对于没有工作经验的在校学生,可以通过学习数据科学、数学、计算机科学等专业来成为AI产品经理。
在校学生可以通过学习产品管理相关课程来积累相关知识和技能。
通过课程项目,学生可以将所学知识转化为产品管理经验,并建立自己的产品组合。
非AI产品经理可以通过学习AI基础知识来转型成为AI产品经理。
Google产品副总裁Rob强调了学习AI基础知识对于成为AI产品经理的重要性。
AI工程师、机器学习工程师和数据科学家可以通过学习产品管理知识转型为AI产品经理。
AI产品经理需要掌握的关键技能包括数据集的使用、训练AI模型、理解监督学习、非监督学习和半监督学习等。
通过学习产品管理课程和实践,即使没有经验的人也可以成为AI产品经理。
AI产品经理可以通过创建包含AI元素的战略产品愿景来推动现有产品路线图的发展。
AI产品经理在职业发展中可能会涉足多个领域,而不仅仅是AI相关的专业领域。
AI产品经理需要了解自然语言处理、反馈循环等AI技术。
通过构建产品组合和学习产品管理技能,AI领域的专业人士可以加速成为AI产品经理的进程。
Transcripts
AI is the hardest topic right now
because everybody is using chat gbt and
this rumor is going to replace so many
jobs out there however the AI industry
is also creating many more jobs it has
been predicted the AI industry is going
to grow 35 year over year in upcoming 10
years even if all the big tech companies
announced layout but we have seen
companies start hiring again regarding
AI related positions so it's definitely
a great opportunity for people to jump
in and start the new career in the AI
management space in this video I'll
share with you the only four ways to
become an AI Prime manager with no
experience make sure to stay until the
end of this video where I discuss the
four steps that most people don't do by
the easiest to implement
[Music]
people
hey guys this is Dr nassidy a director
product and featured in Forbes I've
helped 100 people land their Dream piano
job offer in fan companies and unicorn
startup and continue to get promoted as
a product leader if you're interested in
plan management course please go to PMX
server.o to learn more to learn the most
efficient way to become product manager
please make sure to subscribe Channel
and hit the like button so be notified
every time you'll post a new video every
Tuesday a lot of people say you need
experience to become AI Club manager I
totally disagree because my very first
fundam managed job was AI product
manager I was working on Smart cities
and using machine visions and AI to help
cities reduce car crashes at the time AI
wasn't even that hot that popular
there's no chance BT but we're still
able to make significant impact to
cities so I believe this amazing career
everybody should continue to pursue not
just myself and I have other students
for example on my student Russia and he
came from no part management experience
and then he broke into product
management through our training inside
the PMX server and then he became a
senior AI product manager so I believe
you guys can do it as well like five
years ago when I broke into AI Prime
management the biggest challenge I had
was that there is no step-by-step
guidance to tell me exactly how I can do
it so basically try to figure things out
on my own but I'm lucky now so much
resources out there so that I make this
video to make it extremely easy and
achievable for all of you guys now
follow the four steps just pick the one
most suitable for you now let's
understand the four ways to become a
product manager the first way which is
for people who have no experience at all
no work experience fresh graduate
currently in school and there is a great
chance you can become a Premiere even if
you're currently in school for students
who are currently in school with no
experience at all you should focus on
unsuitable AI problem manage your
position and where in school you should
study the following Majors that's highly
favored by AI teams for example data
science math computer science Majors or
underground majors and companies really
like if you study master's program I
suggest you to study artificial
intelligence master's program and all
those laid out the foundation of AI
except these Majors you should also take
different kind of product management
courses either offered by your school
should take it for sure if they're not
offered by school you should seek
outside of your school to find any
product management courses that will
teach you Hands-On end-to-end product
management life cycle skills so that
you're able to turn your course project
into a part of portfolio and demonstrate
your related experience in product
management and your knowledge about AI
there are five different tools you
should use to build your product
portfolio and should definitely check
out this video we'll describe all the
five tools with detailed examples after
you have the AI knowledge and product
already you should definitely continue
to apply for jobs and Pitch yourself to
the hiring manager to demonstrate your
AI related experience I'm also going to
link the video in the description of
this video the second one for people to
become an AI Prime manager are people
who are currently non-ai product
managers which means you could be data
product manager iot product manager
Cloud product managers but you want to
transition into AI space becoming an AI
Prime manager for this group of people
there is a shortcut for you to make it
happen the advantage is that you already
have our management skills and knowledge
now you just need to learn all the AI
foundations according to the VP of
product of Google Rob lesson he
emphasized importance of studying the AI
foundations for people to become an AI
product manager here is what he said one
of the most asked questions today is
that how can people become a AI product
manager so what's your advice to them
because so hard right now so what's your
advice yeah good question um teams I've
worked on have done a lot of AI stuff
you know kind of machine learning
computer vision related stuff image
recognition so on so I think you know
working on some of those kinds of Basics
and things that are like in general I
like the I guess I would say I like the
unsexy side of sexy technology so
specific example you know we were
competing for you know phds in ml and AI
related disciplines
um when we were doing kind of image
recognition for figuring out if you know
people are trying to put porn in ads we
were competing with people trying to you
wanted to build filters for Snapchat or
Facebook or whatever you know you know
real time computation applications and
so I think
again like if you're you know if you're
thinking about some of that stuff I'd
say look at some of the things
decide or the fundamentals of the
Baseline the basics and learn those
that's always a good thing to
you know to you know that's one way to
kind of get up to speed on something in
a way that maybe isn't as might be
harder less hard to get into than if
you're trying to go work at the hottest
new startup that's doing some of this
stuff again you should try that too but
the reality is
a lot of these fundamentals I think will
stand people in good stead if they learn
them and they understand them deeply
and this is a podcast interview I had
with Rob and in my product Insider
podcast you can check out the full video
version of the podcast right here and
we're also going to publish the podcast
through Spotify and apple podcast you
should subscribe to this podcast once
it's available now you guys may ask hey
Nancy what are those Foundation skills
and learn about AI because it's too
broad too big now let me list all the
key skills you need to master in the AI
space number one which data set you
should use to train the AI model and how
to train the AI model and number two
understand the differences between
training data and test data and number
three I understand Super Wise
non-supervised and semi-supervised data
model and number four understand
language process models used by bars and
understand natural language processing
as well as feedback and imputation Loops
I know all the songs like World Disney
knowledge me Nancy I already did lots of
research about different kind of courses
you can take for example you should take
this Coursera course regarding
supervised and non-supervised training
models and this course about the
national language processing and broke
into four steps you need to learn and
another course about feedback loop I
have collected list of easy to digest
technical courses for product managers
and most of them are free and you can go
to this website and download all the PDF
guide of recommended courses I verified
and use by me I'm also going to link the
website in the description of this video
after you took those AI courses you
should directly create a product per
photo for experience Prime manager but
part of performance mainly emphasize on
your knowledge about Ai and what did you
do about AI maybe some kind of side plus
I can work on with other people about Ai
and this can turn into a product
portfolio for experience product manager
and that is going to open so many doors
for you to break into AI product
management the third way to become AI
Prime manager is create a strategic
product Vision that adding the AI
element to an existing part roadmap for
example if you're already a product
manager in the cloud space or product
manager in the iot space many different
spaces and in the past AI wasn't very
popular and other people are not in the
rush to create AI related products
however time is different in 2023 with
all the charitivity disruptions so many
companies think about how can they
leverage AI create the competitive
strengths so therefore if your smartest
product manager should create a unique
strategy polar Vision to demonstrate how
your ex different product can integrate
with AI for example if you're running
any Cloud product or any ads product can
you use AI empowered ads to make your
ads run more efficiently if so you can
directly work on AI product without
applying for a new job just within your
own company let me give you a specific
example regarding how I became AI
product manager because the first Prime
manager position I was hired is a smart
series product manager but at the time
we didn't know what kind of Technology
we should use to help CDs use car
crashes then I provide a strategic
Vision about we should use iot and
Machine Vision
to help CDs reduce car crashes that's
how I was able to tap into multiple
domain names in my career without
actually getting any degree in those
space and I was highly respected by my
engineering team because my knowledge
about AI by taking different kind of AI
courses myself I'm going to make an
end-to-end descriptions regarding daily
life at the AI Prime manager in my next
video make sure to turn on the Bell
notification once it's available the
fourth way to become AI product manager
is by transitioning from AI Engineers
machine learning Engineers data
scientists into product management in
the AI space and this is the easiest way
to do because it'll probably take you a
longer time to learn AI knowledge
compared with taking a longer time to
run plan management knowledge so if
you're currently already AI Engineers or
someone knows so much about AI you start
to learn end-to-end product management
skills product management life cycles
and then turn those skills into
portfolio to demonstrate you actually
know product management and you have a
solid foundation about Ai and else your
password for example one of our students
was a PhD in machine learning and he was
able to become an AI Prime manager in
the self-driving car space I believe you
guys can do it as well so inside the PM
accelerator we teach people how to
master PM skills and build a product
portfolio and you can also watch free
training on our YouTube channel as well
by receiving lots of emails about them
Landing a job offer watching our free
training you should definitely check out
those free training about product
portfolio right here and comment below
once you land a job offer feel free to
download the searching demand project
you can create your own product
portfolio to accelerate your path to AI
product management I'm going to link it
in the description as well becoming
appointment manager with no experience
is facing unique challenges feel free to
check out this playlist where I share
with you different kind of strategies
you can use even if you have no
experience and if you like any free tips
we prepare today make sure to like And
subscribe to channel and share this
video with any AI Prime Ministers out
there this is Dr Nancy and I'll see you
next time in my next video bye guys
[Music]
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