Language
Currency
0

Start typing and press Enter to search

AI & ML Training

Odoo • Image and Text

AI & ML Training

Machine Learning and artificial intelligence is everywhere. This data science course will give you the fundamentals you need. Even if you've zero programming or scripting knowledge, this course will teach you the techniques used by real data scientists and machine learning practitioners in the tech industry - and prepare you for a move into this hot career path. This comprehensive machine learning tutorial includes hands-on Python code examples you can use for reference and for practice. 

Requirement:

Desktop computer installed with Windows capable of running Anaconda 3 or newer.

Enquiry Now

Requirement

Desktop computer installed with Windows capable of running Anaconda 3 or newer
High Speed Internet 

Agenda

Day 1

Introduction to AI & ML

Introduction to Python

Hands-On : First steps towards Python Programming 

Hands-On : Basic Python Syntax 

Hands-On : Data Types 

DIY: Basic Python Syntax and Data Types

Hands-On : Conditional statements, For and while Loop

DIY: Conditional statements, For and while Loop

Hands-On : Python Functions 

DIY: Creating own Python Library functions

Hands-On : Exceptions 

DIY: Exception


Day 2

Deep Learning / Neural Networks (MLP's, CNN's, RNN's) with TensorFlow and Keras

Data Visualization in Python with MatPlotLib and Seaborn

Transfer Learning

Sentiment analysis

Image recognition and classification

Regression analysis

K-Means Clustering

Principal Component Analysis

Train/Test and cross validation

Bayesian Methods

Decision Trees and Random Forests


Day 3

Multiple Regression

Multi-Level Models

Support Vector Machines

Reinforcement Learning

Collaborative Filtering

K-Nearest Neighbor

Bias/Variance Trade-off

Ensemble Learning

Term Frequency / Inverse Document Frequency

Experimental Design and A/B Tests

Feature Engineering

Hyper-parameter Tuning

Whatsapp
Whatsapp