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Internet of Things(IoT), Advanced Data Science, Machine Learning & Deep Learning with Python

Levana Technologies Android & Embedded Linux Training Institute

Training

In New Panvel ()

₹ 12,095 VAT incl.

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Description

  • Type

    Training

  • Level

    Beginner

  • Duration

    4 Days

Module 1: Python Basics

1. Python Introduction
2. Using the Interpreter
3. Python Scripting
4. Working with Variables in Python
5. Numeric Operations in Python
6. Python Compound Statements
7. Python String Types
8. Python's Tuples
9. Python's Lists
10. Python Dictionaries
11. Creating Python Functions
12. Classes and Objects

Module 2: Internet of Things

13. Arduino15. Embedded Linux Basics
14. IoT with Raspberry Pi
15. Cloud Connectivity, Time Series Data bases & visualization

Module 3: Data Science/ Data Analytics, Machine Learning & Deep Learning

Pre-requisite: For this module, participants must have completed IoT with Python training

16. Intro to Data Science
17. Working with arrays & matrix (using numpy)
18. Working with Series & DataFrames
19. Working with Data:
20. Data Visualization
21. Statistics Overview
22. Predictive Models
23. Machine Learning
24. More Data Mining and Machine Learning Techniques
25. Recommender Systems
26. Dealing with Real-World Data
27. Experimental Design
28. Deep Learning and Neural Networks

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Reviews

Subjects

  • Internet of things
  • IoT
  • Python
  • Python Functions
  • Python Modules
  • Python Machine Learning
  • Python Deep Learning
  • Neural Networks
  • Raspberry pi
  • Embedded
  • Embedded linux
  • Science
  • Advanced

Teachers and trainers (1)

Ganesh Naik

Ganesh Naik

Freelance Consultant and Corporate Trainer at Levana Technologies

Freelance Consultant & Corporate Trainer in Embedded Android, Embedded Linux, Device Drivers, Unix System Programming and Embedded C++/C Programming Specialties: Corporate Training & Consultancy in following Android Device Driver Development and Embedded Android Android Application Development Embedded Linux & Device Drivers Development

Course programme

Duration: 4 full days (2 Weekends)

Objectives

This is a hands-on course, designed to help the developers to speedup in Python, as quickly as possible.

The participant's in this course will experience the following:

· Architecture

· Input and output

· Lists, Tuples, set & Dictionaries

· Decision Making & Loops

· Error handling.

· Function

· Object-oriented features. Classes & Objects

· Creating and using libraries and packages.

· Regular Expressions

· Database access –

· CSV, JSON handling

· Multi-threaded Programming

· Understand Basic Statistics

· Working with Arrays, Matrix, Series, Dataframes

· Data Visualisation

· Predictive models

· Dealing with Real world data

· Data Mining & Machine Learning

· Experimental Design

· Big Data Analytics

· Deep Learning & Neural Networks

See related categories

Internet of Things(IoT), Advanced Data Science, Machine Learning & Deep Learning with Python

₹ 12,095 VAT incl.

The best Analysis and Development courses

See all

See all