Courses/Videos#

Platforms#

Google Machine Learning Education [courses]

Google Cloud Skills Boost [journeys]

  • Data Engineer Learning Path [courses]

  • Data Analyst Learning Path [courses]

  • Machine Learning Engineer Learning Path [courses]

  • Generative AI learning path [courses]

DeepLearning.AI Short Courses [courses]

  • Building Systems with the ChatGPT API [course]

  • ChatGPT Prompt Engineering for Developers [course]

  • LangChain for LLM Application Development [course]

  • How Diffusion Models Work [course]

lightning.ai

  • Deep Learning Fundamentals [course]

Microsoft

  • Machine Learning for Beginners - A Curriculum [site]

Kaggle [courses]

Weights & Biases Courses [courses]

  • W&B 101[course]

  • Training and Fine-tuning Large Language Models (LLMs) [course]

  • Building LLM-Powered Apps [course]

  • CI/CD for Machine Learning (GitOps) [course]

  • Effective MLOps: Model Development [course]

DataTalks.Club

  • Data Engineering Zoomcamp [repo]

  • MLOps Zoomcamp [repo]

The Full Stack

  • Full Stack Deep Learning - 2022 Course [site]

  • LLM Bootcamp - Spring 2023 [site]

A Cloud Guru

  • Google Certified Professional Data Engineer [course]

Udacity

  • Intro to TensorFlow for Deep Learning (free) [course]

Udemy

  • TensorFlow Developer Certificate in 2023: Zero to Mastery** [course]

  • Google Cloud Machine Learning Engineer Certification Prep [course] - Dan Sullivan

Whizlabs

  • Google Cloud Certified Professional Machine Learning Engineer [course]

Youtube Videos#

Google Career Certificates [channel]

  • The 2 Types of Job Interview Questions [video] - Mar 14, 2023

  • Career Changes: Resume Tips & Interview Prep [video] - Mar 10, 2023

  • Ace Your Next Job Interview in 5 Minutes [video] - Feb 11, 2023

Google Cloud [channel]

  • Explainable and responsible AI [video] - Jul 13, 2022

  • Cloud OnAir: Machine Learning Certification [video] - Nov 19, 2020

Life at Google [channel]

  • Prepare for Your Google Interview: Coding [video] - Jul 1, 2019

  • Interview tips from Google Software Engineers [video] - Jan 16, 2019

  • How to: Work at Google — Example Coding/Engineering Interview [video] - Nov 7, 2016

  • How to: Prepare for a Google Engineering Interview [video] - Oct 27, 2016

Google Students [channel]

  • Prepare for your Google Interview: Tips and Example General Cognitive Ability Question [video] - Jul 30, 2019

Tensorflow [channel]

  • People of AI Podcast [playlist]

  • Transitioning from Software Engineering to Machine Learning Engineering [video]

DeepLearningAI [channel]

  • Building Machine Learning Apps with Hugging Face: LLMs to Diffusion Modeling [video]

Alexander Amini

  • MIT 6.S191: Introduction to Deep Learning [playlist]

StrataScratch

  • Solving Data Science Interview Questions in Python [playlist]

  • Solving Data Science Interview Questions In SQL [playlist]

  • Tips On Data Science Interviews [playlist]

Daniel Bourke [channel]

  • 5 free resources to help you get a machine learning job [video]

Kylie Ying [channel]

  • Real-World Coding Interview for Software Engineering (OOP and DP) [video] - Feb 23, 2023

freeCodeCamp.org [channel]

  • Software Engineering Job Interview – Full Mock Interview [video] - Mar 29, 2023

  • Data Science Job Interview – Full Mock Interview [video] - Mar 13, 2023

Exponent

  • Software Engineering Interview Prep [playlist]

  • Load Balancers for System Design Interviews [video]

  • Microsoft Interview Process Guide [video] - Jan 30, 2023

Springboard

  • 3 LinkedIn Profile Tips for Better Job Opportunities [video]

Indeed [channel]

  • How to Use a Counter Job Offer to Get the Salary You Want [video] - Mar 7, 2023

  • How to Secure Flexibility in Your New Job | Mock Job Interview [video] - Feb 28, 2023

  • How to Navigate Job Interviews After a Layoff (Best Tips & Tricks!) [video] - Feb 21, 2023

  • Why Are You Leaving Your Current Job? - 6 Tips For This Interview Question [video] - Feb 14, 2023

  • How To Leverage Your Professional Network To Land Your Next Job [video] - Feb 7, 2023

  • How To Talk About Career Gaps During an Interview [video] - Jan 31, 2023

  • How To Evaluate a Company During the Interview Process [video] - Jan 24, 2023

GeeksforGeeks

  • Mistakes to Avoid in Your Next Job Interview [video] - Feb 1, 2023

Zero To Mastery [channel)]

  • How To Pass Your Technical Interview - The Step-By-Step Guide [video]