AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science

Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai. This is not just a crash course. This course covers everything from fundamental concepts to advanced algorithms, complete with real-world case studies in recommender systems and predictive analytics. This course goes beyond theory to provide hands-on implementation experience, career guidance, and great insights from industry professionals. It also includes a career guide on how to build a data science career, launch a startup, and prepare for interviews.

⭐️ Contents ⭐️
⌨️ (00:00:00) Introduction
⌨️ (00:00:02) Machine Learning Roadmap for 2024
⌨️ (00:49:53) ML Basics (Supervised vs. Unsupervised, Regression vs. Classification)
⌨️ (01:05:10) Machine Learning Bias-Variance Trade-off
⌨️ (01:12:22) Machine Learning Overfitting Regularization
⌨️ (01:41:11) Machine Learning Linear Regression Model
⌨️ (01:48:15) Machine Learning Linear Regression Model As a Prediction Model
⌨️ (02:04:41) Top 10 Machine Learning Algorithms
⌨️ (03:50:28) Data Analysis : Superstore Data Analytics Project
⌨️ (05:11:29) Machine Learning Linear Regression Case Study
⌨️ (07:11:16) MLOps: Movie recommendation system.
⌨️ (07:49:52) Workshop: How to Become a Data Scientist With No Experience
⌨️ (08:59:38) Workshop: How to Build A Startup
⌨️ (09:26:21) Machine Learning Interview Prep

🎉 Thanks to our Champion and Sponsor supporters:
👾 Drake Milly
👾 Ulises Moralez
👾 Goddard Tan
👾 David MG
👾 Matthew Springman
👾 Claudio
👾 Oscar R.
👾 jedi-or-sith
👾 Nattira Maneerat
👾 Justin Hual

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[LunarTech_ai]

Thank you @freeCodeCamp and Beau for another amazing collaboration 🎉❤ - LunarTech

[ghassenjemiai]

skip the intro and go to 50:00 to start

[AKSHAY-qtoj]

1st year student here!
Gonna binge watch this video for just staying upto date.

[StynerDev-DominicanUniversity]

You’ve been a true lifeline for so many of us who felt lost and overwhelmed, unsure of where to start or how to make a positive change. Your platform has given us hope, direction, and the tools to believe in ourselves again. Thanks to your guidance, we’re building skills that empower us not only to transform our own lives but to give back to our communities. Thank you for inspiring us to dream bigger and for being there every step of the way.

Thank you so very much! 🎉 ❤❤

[ksaha]

This is all i learnt in the last couple of years, scavenging through the internet, and you guys just put it all in a single video 😮 😂
Great.. this is gonna be a great revision 😅

[SilverXT]

My biggest complaint when trying to learn to code/program was application. Things don't stay in my head unless I see when are where certain things will be used. Like, for IF statements, if the player presses the Up button, the snake goes up. Else, no changes. that kinda stuff. I really hope this course shows why it's important to learn concepts and how they're used.

[poojaanbu]

Thank you for your efforts for this course
Means a lot

[albertclemente]

I work more because of your videos than I did with formal education

[iamadityavaishy]

This channel have huge respect in my eyes, but why ever your course videos worth so many hours don't have any practical coding in it. I have seen previous machine learning and deep learning videos of this channel also, but everyone is just giving us theoretical knowledge. No one is teaching how to write code from scratch. There are python videos also which are showing code from scratch, but no one is telling how to implement the machine learning algorithms and deep learning algorithms. I want to learn the intuitive notion behind those lines of code
Guide me please.

[thekontuli]

Saw some of her work here on YT some months ago, She's one of the Best for sure!

[teddysalas]

I am hoping a basic to job ready series.... 😊

[charalamposkatsoukis]

Oh my…. just in time for my machine learning subject this semester!!

[AnVuNguyen-yebq]

Thank you fcc, I was thinking of getting the foundation of AI/ML/Data for the work I am doing before selectively learning more for my domain. I am greatful for this video.

[theAce]

Also Starting this Course. Really great course.

[rnrnrkrk]

This was exactly what I was looking for. Thanks!!

[balloffire]

I am getting all the stuffs which I was looking for! Thanks from the top of my heart 💓

[martianstarslit]

I'm studying PydanticAI, which makes it easy to build LLM and Agentic AI

[zenmode]

50:02 start from here to skip yapping!

[Michel-gvsr]

55.00: the estimated values should also be subscripted with i

[katarzynakapusta]

Really interesting, thanks! Just that things are getting sloppy with slide and audio matching at some point (watching the Top 10 Algorithms chapter)