Artificial Intelligence & Machine Learning

Master Series

Duration: 90 Hours

Price: ~~₹ 79,999.00~~

Launch Offer: ₹ 59,999.00

Category: Master Series

Description

Artificial Intelligence (AI) & Machine Learning (ML) are the most in demand skills in near future. AI & ML training aims to provide the required inputs about the AI and Data Science using Python programming language. In addition to it, ML is of prime importance to AI and it leads to learning TensorFlow for the creation of Machine Learning Application in real time. Following courses are included in AI & ML Training:

AI Essentials
Data Science with Python
Machine Learning
Deep Learning with TensorFlow

AI Essentials

Basic Overview of Artificial Intelligence
Understanding Machine Learning in detail
Working with Text and Speech
Dealing with Computer Vision
Introduction to Bots

Data Science with Python

Basic Overview of Data Science
Introduction to Data Analytics
- Understanding the complete process of Data Analytics
- Working with Exploratory Data Analysis (EDA)
Introduction to Python
- Environment Setup for Python
- Installation of Python
- Working with various Data Types of Python
- Using different operators and functions in Python
Performing Mathematical Computation using NumPy
- Basic overview of NumPy
- Working with Class and attributes of ndarray
- Dealing with Mathematical functions of NumPy
Basic Introduction to Scientific Computing with Python (SciPy)
- Basic Overview of SciPy
- Understanding various SciPy SubPackages
Data Manipulation with Pandas
- Basic Introduction to Pandas
- Understanding the process of DataFrame
- Viewing and selecting Data Demo
- Working with missing values
- Dealing with various Data Operations
- Working with File Read and Write Support
- Using Pandas SQL Operation
Machine Learning with Scikit-Learn
Natural Language Processing with Scikit-learn
Data Visualisation using matplotlib

Machine Learning

ML Fundamentals
ML Common Use Cases
Understanding Supervised and Unsupervised Learning Techniques

Deep Learning with TensorFlow

Introduction to the Machine Learning System
Basics of Recursive Neural Networks (RNN)
Understanding the basics of TensorFlow
Data Preparation using TensorFlow
Graph Building concept using TensorFlow
Model Training concept for TensorFlow
Model Evaluation Process
Advanced Usage for TensorFlow
Serving Concepts for Tensor Flow

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