Diploma In Artificial Intelligence

IPCS Global world’s leading technical training provider, offering advanced courses to empower individuals and organisations with the latest Artificial Intelligence skills.

Our expert-led programs cover a wide range of AI applications, ensuring that participants gain practical knowledge and stay at the forefront of this rapidly evolving field.

Pursuing a course in Artificial Intelligence (AI) in IPCS is an excellent choice, considering the growing demand for AI professionals across various industries. Here are some steps you can take to explore and potentially enrol in an AI course.

Remember to stay updated with the latest advancements in AI, as this field evolves rapidly. Below listed our customised programs for Freshers, Professionals or Industry Experts.

Content:

• SciPy, Scikit-Learn
• Statistics
• NumPy
• Pandas
• matplotlib
• Seaborn
• Neural Networks
• TensorFlow
• Keras
• SAS-SQL
• DCL&TCL
• 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 ) 
• Pytorch 
• TensorFlow 
• Microsoft Cognitive Toolkit 
• 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)