3 Months Internship in Python & AIML

Become a Python and Machine Learning expert how to build and deploy industry curated projects like Optical Character Recognition, Face Detection and Facial Feature Detection, Object Detection, Object Tracking and many more.

5,200.00

Become a Python and Machine Learning expert. Learn how to build and deploy industry curated projects like Optical Character Recognition, Face Detection and Facial Feature Detection, Object Detection, Object Tracking, Customer Analytics and many more.

 

Top Skills You Will Learn

Python, GUI Designing, Python Networking, Supervised Machine Learning, Unsupervised Machine Learning, Image Processing, Computer Vision, Model Creation, Model Tuning and Model Deployment

 

Job Opportunities

Python Developer, GUI Designer, Machine Learning Engineer, Data Scientist, AI Architect, Business Analyst, Product Analyst

 

Who Is This Program For?

Engineers, Software and IT Professionals, Data Professionals and Students

Course Content

Course Content

-Introduction to Python

-Getting around Anaconda and Jupyter Notebook

-Python Fundamentals

  • Data Types
  • Conditional Statements, Loops and Control Statements
  •  Functions
  •  Lambda Functions and other built-in functions
  • Classes and Objects
  •  File Handling
  • Exception Handling

-Regex Pattern Matching

  • Regex Module
  • Regex Function

Python Networking

  • Client Sockets
  • Server Sockets
  • Request Module

-GUI Designing using Tkinter

  • Introduction to GUI
  • Applications and benefits of GUI
  • Tkinter Widgets

-Numpy

  • NumPy Basics
  • Operations
  • Indexing, Slicing and Copies

-Pandas

  •  Series
  •  DataFrames
  •  Fix Missing Data
  •  GroupBy
  •  Merge
  •  Operations
  •  File Reading and Writing

-Data Visualization Techniques

  •  Matplotlib
  •  Pandas built-in visualization
  •  Seaborn

-Introduction to AIML

-Machine Learning (Theory and Application)

  •  Machine Learning with Python
  • Supervised- Linear Regression
  • Supervised- Logistic Regression
  • Supervised- Decision Tree
  • Supervised- Support Vector Machine
  • SupervisedK-Nearest Neighbours
  • UnsupervisedK-Means Clustering
  • Unsupervised
  • Association Rule Learning and Apriori

-Image Processing

  • OpenCV
  • Drawing Functions
  • Basic Operations
  • Arithmetic Operations, Blending and Transition
  • Colour Spaces, Histograms, and Thresholding
  • Bitwise Operations and Masking

-Computer Vision

  • Object Tracking
  • Optical Character Recognition
  • Face Detection
  • Facial Feature Detection
  • Car Detection and Tracking

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Hello! Welcome to 3 Months Internship in Python & AIML,
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