📞 91132 45779
in W ✉ 👥 Cuesys Connect BETA
👥
🆕 🆕 Cuesys Connect is Live — Build, Connect & Grow your IT Career!
Connect with SAP professionals • Ask questions • Post jobs • Share tips
Join Community →

Python with AI -- Complete Training

AI Training -- 5 Days | Online / On-site

Home › Courses › Python with AI -- Complete Training
Duration
5 Days
Mode
Online / On-site
Level
Intermediate
Availability
On Demand

Course Overview

Master Python programming and apply it to AI, machine learning and data analysis. From beginner Python to building AI models using scikit-learn, TensorFlow and real datasets.

Course Objectives

  • ✓ Write Python programs from scratch
  • ✓ Apply Python to data analysis with Pandas
  • ✓ Build machine learning models with scikit-learn
  • ✓ Create neural networks with TensorFlow/Keras
  • ✓ Work on AI project from problem to deployment

Course Curriculum

📚 Module 1: Python Fundamentals +
  • ► Variables, data types and operators
  • ► Control flow: if/else, loops
  • ► Functions, modules and packages
  • ► File handling and error handling
  • ► Object-oriented programming in Python
📚 Module 2: Data Analysis with Pandas & NumPy +
  • ► NumPy arrays and mathematical operations
  • ► Pandas DataFrames -- loading, cleaning, reshaping
  • ► Exploratory Data Analysis (EDA)
  • ► Data visualization with Matplotlib and Seaborn
  • ► Real dataset project: HR analytics, sales data
📚 Module 3: Machine Learning with Scikit-learn +
  • ► Supervised vs unsupervised learning
  • ► Regression: linear, ridge, lasso
  • ► Classification: logistic regression, SVM, decision trees
  • ► Model evaluation: accuracy, precision, recall, F1
  • ► Cross-validation and hyperparameter tuning
📚 Module 4: Deep Learning with TensorFlow +
  • ► Neural network architecture basics
  • ► Building a model with Keras sequential API
  • ► Training, validation and testing split
  • ► CNN for image classification
  • ► RNN for sequence and text data
📚 Module 5: Natural Language Processing +
  • ► Text preprocessing: tokenization, stopwords, stemming
  • ► TF-IDF and word embeddings
  • ► Sentiment analysis with Python
  • ► Named entity recognition (NER)
  • ► Building a simple chatbot with NLP
📚 Module 6: AI Project -- End to End +
  • ► Problem definition and data collection
  • ► Feature engineering and selection
  • ► Model training and tuning
  • ► Evaluation and interpretation
  • ► Deployment basics using Flask API

Enquire About This Course

Who Should Attend

  • ✓Software developers
  • ✓Data analysts moving to data science
  • ✓Business analysts
  • ✓Engineering students and graduates

What You Will Gain

  • ★Certificate of Completion
  • ★Expert Trainer
  • ★Online & On-site
  • ★Industry Case Studies

Need more info? Call us!

📞 91132 45779 💬 WhatsApp Us
← Back to All Courses
💬 ▲