Machine Learning Crash Course for Executives - by Deloitte
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 48000 Hz
Language: English | VTT | Size: 263 MB | Duration: 1h 52m
What you'll learn
Machine Learning
Artificial Intelligence
AI
Deep Learning
Decision Trees
Ensemble Learning
Anomaly Detection
Clustering
Recommender Systems
Neural Networks
NLP
Natural Language Processing
LSTM
GRU
Data Science
Python
Keras
Gradient Boosting
Bagging
Random Forest
XGBoost
Logistic Regression
Regression
Classification
gradient
Model
Model Parameters
Computer Vision
Neural Networks
GAN
Unsupervised Learning
Supervised Learning
Natural Language Processing
Variational Autoencoders
Requirements
No Prerequisites
Description
Deloitte's crash course on AI, Machine Learning and Deep Learning Programme is provides short, one stop learning opportunity for everybody that has an interest to understand AI, Machine Learning and Deep Learning beyond the buzzwords. After completing this course, participants will be able to prioritise, lead and manage AI initiatives. Deloitte developed this course according to following design principles:
One stop shop for AI, Machine Learning & Deep Learning
Short Learning Units - Microlearning
No prerequisites
Detailed Content of the Course:
MODULE 1: DEFINITIONS AND FUNDAMENTALS
LU 1.1: What is the difference between AI, Machine Learning and Deep Learning?
LU 1.2: What is the difference between Supervised, Unsupervised and Reinforcement Learning?
LU 1.3: How do machines learn?
LU 1.3.1: Loss Function and Mean Squared Error (MSE)
LU 1.3.2: Model Parameters
LU 1.3.3: Gradient Descent
