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AI and ML with Python

Learn the essential foundations of AI: the programming tools (Python, NumPy, PyTorch), Data Analytics, RPA and the key techniques of neural networks (gradient descent and backpropagation).

Enrolment validity: Lifetime

About This Course

Artificial Intelligence (AI) is an approach adopted by machine learning (ML) and Python and is one of the most popular languages used to implement machine learning. This learning path includes detailed information on the implementation of machine learning and deep learning algorithms using Python and various other related frameworks. This course also covers the concept of robotic process automation (RPA) implementation using Python.

Learning Objectives

Basics of Deep Learning techniques
Understanding artificial neural networks
Training a neural network using the training data
Convolutional neural networks and its applications
TensorFlow and Tensor processing units
Supervised and unsupervised learning
Machine Learning using Python
Robotic Process Automation
Applications of Deep Learning in image recognition, NLP, etc.

Target Audience

  • Professionals working in the domains of analytics, Data Science, e-commerce, search engine, etc.
  • Software professionals and new graduates seeking a career change.

Curriculum

54 Lessons20h

Machine Learning and Data Analytics

Machine Learning Concepts
Machine Learning and Deep Learning
Machine Learning and AI Correlation
Installing Python for Machine Learning
Analytics Types and Techniques
Benefits of Predictive and Descriptive Analytics
Nominal, Ordinal, Interval, and Ratio Data Metrics
Supervised Learning Algorithm
Implementing Regression
Practical Exercise
Assessment

Supervised, Unsupervised and Deep Learning

Deep Learning and Neural Network Implementation

Implementing ML Algorithm Using scikit-learn

Implementing Robotic Process Automation

certificate

22,999.00

Level
All Levels
Duration 20 hours
Lectures
54 lectures
Language
English

Material Includes

  • 180 days Access
  • Self-Paced Learning
  • Downloadable Content - ebooks
  • Practical Exercises
  • Quizzes
  • Resume support
  • Linkedin profile optimization
  • Course Completion Certificate