Artificial Intelligence| IPCS Global | Training Institute in India

Artificial Intelligence Course Details

Diploma in Artificial Intelligence

  • SciPy, Scikit-Learn
  • Statistics
  • NumPy
  • Pandas
  • matplotlib
  • Seaborn
  • Neural Networks
  • TensorFlow
  • Keras
  • Git and GitHub.

1. Python Fundamentals

  • Anaconda vs Python
  • Introduction to the installation of Python
  • Introduction to Python IDE’s
  • Concept of Packages- Important packages

2. Numpy and Pandas Module

  • Overview of functions & methods in NumPy 
  • Slicing and indexing
  • Reshaping and Combining arrays
  • NumPy Maths Overview of Pandas
  • Creating Data Structures (Data import – reading into pandas)

3. Statistical Analysis, Exploratory Data Analysi

  • What are analytics and data Science?
  • Business Analytics vs. Data Analytics vs. Data Science
  • Analytics vs. Data warehousing, OLAP, MIS Reporting
  • Analytics Methodology & problem-solving framework

4. Machine Learning – Algorithms

  • What are all the differences between AI and ML?
  • Installation of Jupyter Notebook
  • Clustering, Principal Component Analysis
  • Support vector Machines, Naive Bayes, KNN Algorithms

5. Structured Query Language(SQL)

  • SQL Commands?
  • What are RDBMS and DBMS?
  • SQL Operators?

6. Deep Learning(CNN, RNN, Neural Networks)

  • Introduction to Deep Learning
  • Different Layers in CNN, Pooling and How it Works?
  • Recurrent Neural Networks (RNNs)
  • What is Long – Short–Term Memory (LSTM Network ) 
    1. Pytorch 
    2. TensorFlow 
    3. Microsoft Cognitive Toolkit 
    4. Keras

7. Computer Vision

  • Filtering, Fourier and Wavelet transforms and Image Compression
  • Post Estimation
  • Visual Recognition

8. Power BI – Dashboard Creation

9. Artificial Intelligence(OpenCV Library)

d Course Details

I Duration :240 Hrs
Phone For Consultation : +91 98467 70771

Batches and timing.

Regular Batches: Monday to Friday

} Morning : 9 AM to 1 PM
} Afternoon : 1:30 PM to 5:30 PM
} Evening : 5:30 PM to 7:30 PM

Holiday Batches: Saturday and Sunday

} Full day : 9:30 AM to 5:30 PM

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Who Should Enroll For This Course?

Most suited for freshers and job seekers
This course is specially designed for the fresh individuals that are looking to harness the power of internet to get their first job in Automation.

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