After testing hundreds of AI tools, here’s what I wish more people knew

Tina Huang · Intermediate ·🛠️ AI Tools & Apps ·10mo ago
Here’s what I wish more people knew about AI: 1. Knowing prompt engineering skills can save you A LOT of money. If you can get your desired output through prompting you can often skip the costly subscriptions and specialized AI products. 2. Demos ARE NOT products. They usually only show a singular, limited use case that has not been battle tested with various inputs. 3. Many AI tools seem to do the same thing which can be confusing. Multiple companies make AI tools such as chatbots, agent builders, vibe coding tools, etc. that seem to do similar things but each have specific strengths, use cases and skill levels. The right one really comes down to your specific use cases. For example, n8n can be used for no code agent implementation while OpenAI agents SDK is a coded implementation, although both are used for building agentic workflows. 4. Evals are SUPER important for building AI Agents. My latest video goes into this more!
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1 How to choose between software engineering and data science | 5 Key Considerations
How to choose between software engineering and data science | 5 Key Considerations
Tina Huang
2 How I got Software Engineering and Data Science Internships | Computer Science Job Search Part 1
How I got Software Engineering and Data Science Internships | Computer Science Job Search Part 1
Tina Huang
3 How I Became a Data Scientist | Computer Science Job Search Part 2
How I Became a Data Scientist | Computer Science Job Search Part 2
Tina Huang
4 3rd Year Statistics,  Data Science, Computer Science Resume | Reviewing Your Resumes Ep. 1
3rd Year Statistics, Data Science, Computer Science Resume | Reviewing Your Resumes Ep. 1
Tina Huang
5 How to learn SQL for data science interview (the minimize effort maximize outcome way)
How to learn SQL for data science interview (the minimize effort maximize outcome way)
Tina Huang
6 3rd Year CS Resume (and asian drink) Review | Reviewing Your Resumes Ep. 2
3rd Year CS Resume (and asian drink) Review | Reviewing Your Resumes Ep. 2
Tina Huang
7 Are you a student? If yes, this is the best data science project for you!
Are you a student? If yes, this is the best data science project for you!
Tina Huang
8 The Ultimate Guide to Land a Data Science Internship | schedule and time management survival guide
The Ultimate Guide to Land a Data Science Internship | schedule and time management survival guide
Tina Huang
9 Upenn MCIT Program Details and Real Student Experiences - Dr. Arvind Bhusnurmath
Upenn MCIT Program Details and Real Student Experiences - Dr. Arvind Bhusnurmath
Tina Huang
10 Real Data Science SQL Interview Questions and Answers # 1 | Data Science Interview Questions
Real Data Science SQL Interview Questions and Answers # 1 | Data Science Interview Questions
Tina Huang
11 3 More Unique and Impactful Projects to get a Data Science Job
3 More Unique and Impactful Projects to get a Data Science Job
Tina Huang
12 Real Data Science SQL Interview Questions and Answers # 2 | Data Science Interview Questions
Real Data Science SQL Interview Questions and Answers # 2 | Data Science Interview Questions
Tina Huang
13 THANK YOU FOR 1000! | Proper intro | Random facts about myself
THANK YOU FOR 1000! | Proper intro | Random facts about myself
Tina Huang
14 A day in the life of a data scientist (FAANG data scientist remote)
A day in the life of a data scientist (FAANG data scientist remote)
Tina Huang
15 SQL Data Science Interview Questions and Answers (interview style walk-through) | Question 3
SQL Data Science Interview Questions and Answers (interview style walk-through) | Question 3
Tina Huang
16 Biology to Data Science (data professor's tips on how to get a data science research position)
Biology to Data Science (data professor's tips on how to get a data science research position)
Tina Huang
17 SQL Data Science Interview Questions and Answers (interview style walk-through) | SQL Sundays #4
SQL Data Science Interview Questions and Answers (interview style walk-through) | SQL Sundays #4
Tina Huang
18 Data Science SQL Interview Question Walkthrough | SQL Sundays #5
Data Science SQL Interview Question Walkthrough | SQL Sundays #5
Tina Huang
19 Data Science Resume Round-Up With @KenJee_ds  - Episode 2
Data Science Resume Round-Up With @KenJee_ds - Episode 2
Tina Huang
20 SQL Data Science Interview Question Walkthrough | SQL Sundays #6
SQL Data Science Interview Question Walkthrough | SQL Sundays #6
Tina Huang
21 Data Science vs Software Engineering Interview | 3 Key Differences
Data Science vs Software Engineering Interview | 3 Key Differences
Tina Huang
22 Data Science SQL Interview Question Walkthrough (real interview style) | SQL Sundays #7
Data Science SQL Interview Question Walkthrough (real interview style) | SQL Sundays #7
Tina Huang
23 The data science resume that got me my FAANG (MANGA?) job (entry level data scientist)
The data science resume that got me my FAANG (MANGA?) job (entry level data scientist)
Tina Huang
24 Data Science SQL Interview Question Walkthrough (real interview style) | SQL Sundays #8
Data Science SQL Interview Question Walkthrough (real interview style) | SQL Sundays #8
Tina Huang
25 Interview with a quant trader
Interview with a quant trader
Tina Huang
26 How I chose my masters degree (as an international student)
How I chose my masters degree (as an international student)
Tina Huang
27 The software engineering resume that got me into FAANG and Goldman Sachs (internship)
The software engineering resume that got me into FAANG and Goldman Sachs (internship)
Tina Huang
28 3 tips to avoid debt for a masters #SHORTS
3 tips to avoid debt for a masters #SHORTS
Tina Huang
29 A hard work day (ft. new NLP project) | FAANG data science isn't chill | vlog 1
A hard work day (ft. new NLP project) | FAANG data science isn't chill | vlog 1
Tina Huang
30 The comments sections are WILD | YouTube sentiment analysis - Data science project for beginners
The comments sections are WILD | YouTube sentiment analysis - Data science project for beginners
Tina Huang
31 Do you have what it takes to be a great data scientist?
Do you have what it takes to be a great data scientist?
Tina Huang
32 How to learn data science in 2022 (the minimize effort maximize outcome way)
How to learn data science in 2022 (the minimize effort maximize outcome way)
Tina Huang
33 A productive day as a data scientist | day in the life of a data scientist vlog #2
A productive day as a data scientist | day in the life of a data scientist vlog #2
Tina Huang
34 How to learn math for data science (the minimize effort maximize outcome way)
How to learn math for data science (the minimize effort maximize outcome way)
Tina Huang
35 Internship that made me rethink my career...(technology summer analyst at Goldman Sachs)
Internship that made me rethink my career...(technology summer analyst at Goldman Sachs)
Tina Huang
36 How to get a data science job
How to get a data science job
Tina Huang
37 cake and big sister advice 🖤
cake and big sister advice 🖤
Tina Huang
38 the most underrated data job in 2021
the most underrated data job in 2021
Tina Huang
39 My career changing computer science masters degree in 15 minutes (Upenn MCIT)
My career changing computer science masters degree in 15 minutes (Upenn MCIT)
Tina Huang
40 Data science interview tips (product and technical interviews)
Data science interview tips (product and technical interviews)
Tina Huang
41 Needed to learn javascript in 3 hours - would not recommend
Needed to learn javascript in 3 hours - would not recommend
Tina Huang
42 from management consultant to software engineer | Humans of MCIT
from management consultant to software engineer | Humans of MCIT
Tina Huang
43 Overview, Review and Study Tips - Google Data Analytics Professional Certificate
Overview, Review and Study Tips - Google Data Analytics Professional Certificate
Tina Huang
44 Overview, Review and Study Tips - Google Data Analytics Professional Certificate (condensed version)
Overview, Review and Study Tips - Google Data Analytics Professional Certificate (condensed version)
Tina Huang
45 Watch this video before applying to Georgia Tech OMSCS
Watch this video before applying to Georgia Tech OMSCS
Tina Huang
46 How to self study technical things
How to self study technical things
Tina Huang
47 What's the best certificate for data analysts? Google vs IBM Data Analyst Certificate
What's the best certificate for data analysts? Google vs IBM Data Analyst Certificate
Tina Huang
48 FAANG Data scientist reviews: Datacamp, Dataquest, 365 Data Science
FAANG Data scientist reviews: Datacamp, Dataquest, 365 Data Science
Tina Huang
49 How I would learn to code (if I could start over)
How I would learn to code (if I could start over)
Tina Huang
50 The quant trader interview guide
The quant trader interview guide
Tina Huang
51 We code a trading bot live! @jacobamaral
We code a trading bot live! @jacobamaral
Tina Huang
52 Why you should have a portfolio website
Why you should have a portfolio website
Tina Huang
53 60k cooking and Q&A (ft. Uncle Roger fried rice)
60k cooking and Q&A (ft. Uncle Roger fried rice)
Tina Huang
54 How to self study using MOOCS (Udemy, Coursera, and other online courses) | self study online
How to self study using MOOCS (Udemy, Coursera, and other online courses) | self study online
Tina Huang
55 Data Science SQL Interview Question Walkthrough | SQL Sundays #9
Data Science SQL Interview Question Walkthrough | SQL Sundays #9
Tina Huang
56 Watch me build my portfolio! | How to create a portfolio website
Watch me build my portfolio! | How to create a portfolio website
Tina Huang
57 How I stop myself from burning out
How I stop myself from burning out
Tina Huang
58 How I take notes - Tips for efficient note taking that speeds up learning
How I take notes - Tips for efficient note taking that speeds up learning
Tina Huang
59 How I design effective study plans for ANY SUBJECT (and stick with them) | trading, coding etc.
How I design effective study plans for ANY SUBJECT (and stick with them) | trading, coding etc.
Tina Huang
60 How I'm learning to trade (forex swing trading)
How I'm learning to trade (forex swing trading)
Tina Huang

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