47:01

[2024 Fall] Natural Language Processing for AII: Introduction to NLP with SpaCy

55:32

[2024 Fall] Exploring the LLM Frontier: From Face to RAG and Beyond HuggingFace Models (NLP)

51:01

[2024 Fall] NextGen Geospatial Data Science Series: CyVerse Geospatial

57:21

[2024 Fall] Biosciences & Genomics Series: Exploring Analysis Platforms and HPC Resources

01:28:30

Dynamic programming Coin Change

45:36

[2024 Spring] NextGen Geospatial Data Science - Drone Image Analysis (DeepForest)

56:45

[2024 Spring] NextGen Geospatial Data Science - Planet Satellite Imagery with Austin Stone

37:02

[2024 Spring] Graph Machine Learning - Part 5: Introduction to Graph Attention Network

35:19

[2024 Spring] Mastering Machine Learning - Large Language Model

01:13:05

[2024 Spring] Data Science Tapas - Understanding Before Doing Part 2

48:11

Solving random problems 1

49:59

Dynamic programming gold mine problem: day1

01:35:57

Dynamic programming 4 : Backtracking- Rat in a maze problem

39:26

[2024 Spring] Data Science Essentials - Overview of Deep Learning Algorithms

30:05

Dynamic Programming - Gold mine thief problem day 3 recursion + cache + iteration

47:22

[Spring 2024] Cracking the Code Interview: Dynamic Programming : goldmine problem day 2

54:21

[2024 Spring] NextGen Geospatial Data Science - Containerized Pipelines

48:56

[2024 Spring] Graph Machine Learning - Part 4: Introduction to Graph Convolutions

43:10

[2024 Spring] Graph Machine Learning - Part 3: Basics of GNN: Node Classification

01:46:49

20240412 FOSS+ Databases Shashank

38:58

[2024 Spring] Mastering Machine Learning - Autoencoders

30:46

[Spring 2024] Level Order traversal 2: Cracking The Coding Interview

54:41

[2024 Spring] Data Science Tapas - Understanding Before Doing Part 1

50:43

[2024 Spring] Data Science Essentials - Natural Language Processing

48:58

[2024 Spring] Cracking the Coding Interview - Dynamic programming Continued 1

51:11

[2024 Spring] Graph Machine Learning Part 2 - Node representations: Deepwalk and node2vec

53:41

[2024 Spring] Data Science Essentials - Machine Learning with Scikit-Learn

01:06:26

[2024 Spring] Cracking the Coding Interview - Lecture 11: Binary Tree Continued

53:22

[2024 Spring] NextGen Geospatial Data Science - Google Earth Engine

47:09

[2024 Spring] NextGen Geospatial Data Science - Microsoft Planetary Computer

48:16

[2024 Spring] Mastering Machine Learning - Convolutional Neural Networks (CNN)

01:37:28

20240404 FOSS+ HPC2

47:30

[2024 Spring] Cracking the Coding Interview - Lecture 9: Binary Tree 1

45:04

[2024 Spring] Deep Dive into Data Series: Applications of Deep Learning 4

01:01:15

[2024 Spring] Graph Machine Learning - Part 1

50:32

[2024 Spring] Mastering Machine Learning - Recurrent Neural Networks (RNN)

56:35

[2024 Spring] Data Science Tapas - Markdown

50:03

[2024 Spring] Data Engineering - Introduction to Spark and Pyspark

01:03:04

[2024 Spring] Cracking the Coding Interview Lecture 3: Linked List

01:37:28

[2024 Spring] FOSS+ HPC and Apptainer

01:39:42

[2024 Spring] FOSS+ S24 Docker

53:40

[2024 Spring] Mastering Machine Learning - Perceptrons/Neural Networks

47:35

[2024 Spring] Mastering Machine Learning - Reinforcement Learning

51:11

[2024 Spring] Data Engineering - Introduction to Hadoop and Hive

20:53

Lecture 7: Sliding window: [2024 Spring] Cracking the Coding Interview -

54:53

[2024 Spring] Data Science Essentials - Time Series Forecasting

55:04

[2024 Spring] Data Science Essentials - Time Series Analysis

50:56

[2024 Spring] NextGen Geospatial Data Science - SpatioTemporal Asset Catalogs

37:45

[2024 Spring] Data Engineering - Introduction to noSQL: Part 2

01:41

Reinforcement Learning Lunar Lander

01:00:58

[2024 Spring] Deep Dive Into Data: A Guide to Deep Learning - Applications of Deep Learning 2

37:31

[2024 Spring] NextGen Geospatial Data Science - Xarray & Zarr

51:06

[2024 Spring] Data Science Essentials - Exploratory Data Analysis

33:57

[2024 Spring] Data Engineering - Introduction to noSQL: Part 1

01:08:35

Lecture 5: Dynamic Programming 2:[2024 Spring] Cracking the Coding Interview

52:52

[2024 Spring] Mastering Machine Learning - Ensemble Learning: Bagging, Boosting and Stacking

59:12

Lecture 4: Dynamic Programming1: [2024 Spring] Cracking the Coding Interview -

01:03:57

[2024 Spring] Deep Dive into Data Series: Applications of Deep Learning 1

44:02

[2024 Spring] Data Science Tapas - Intro to Project Managment: Part 3

51:40

[2024 Spring] Data Science Essentials - Python Visualization Libraries: Part 2