Prerequisites
This class assumes that you have strong general programming strength (critical thinking, problem solving, etc.) but not super strong actual programming fundamentals (the fundamentals of programming that are necessary will be recapped in the first few weeks).
Basic Python or JAVA programming knowledge is required
Class Description
INTRO TO LINEAR AND LOGISTIC REGRESSION
DIMENSIONALITY REDUCTION AND CLUSTERING
CLASSIC MACHINE LEARNING MODELS
DENSE AND DEEP NEURAL NETWORKS
CONVOLUTIONAL NEURAL NETWORKS
LSTM NEURAL NETWORK
GENERATIVE AI INTEACTIVE
AND PROJECT BASED LEARNING
What Others Say
"I attended AI Boot camp over the summer and am currently working on a science fair project" - Nipun | Summer 2022
"I always thought Artificial Intelligence is hard. I learnt AI fundamentals from Avant Academy and later pursued AI certification. I was able to secure internship as a sophomore in high school" - Nidhi | Summer 2021
"As a Freshman at UVA, I attended the AI Bootcamp in 2018 and was able to secure an internship for 2019 summer. I am currently majoring in AI. Thank you Avant Academy for giving me the confience that I can learn AI." - Sujay | 2023 Summer Bootcamp
"I qualified for International Science fair for my AI project. Thank you Avant Academy for teaching me basics of AI and inspiring me to pursue AI as a high schooler" - Srija | 2022 Summer Bootcamp
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