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Artificial Intelligence & Machine Learning – Course Curriculum
Phase 1: Foundations of AI & Data +
Introduction to AI +
  • Human Intelligence vs Artificial Intelligence
  • AI vs Augmented Intelligence
  • AI, ML & Deep Learning Overview
  • History, Evolution & Future of AI
Introduction to Machine Learning +
  • What is Machine Learning
  • Supervised, Unsupervised & Reinforcement Learning
  • Human Learning vs Machine Learning
  • Hands-on: ML with Teachable Machine
Data Management Basics +
  • Structured, Semi-structured & Unstructured Data
  • Data Lifecycle: Collection to Analysis
Phase 2: Programming & Data Science Core +
SQL & Python Foundations +
  • SQL Basics to Advanced (DDL, DML, Joins, Subqueries)
  • Python Basics, Data Types & Control Structures
  • Functions, Modules & Data Structures
Python Libraries +
  • NumPy – Numerical Computing
  • Pandas – Data Manipulation
  • Matplotlib – Advanced Visualization
Phase 3: Machine Learning Core Algorithms +
Supervised Learning +
  • Classification: KNN, SVM, Decision Trees, Random Forest
  • Regression: Linear, Logistic, Ridge & Lasso
Model Evaluation & Scikit-learn +
  • Accuracy, Precision, Recall, F1-score
  • MAE, MSE, RMSE, R²
  • Cross-validation & Hyperparameter Tuning
Phase 4: Project-Based Machine Learning +
  • Classification Projects (Cancer, Spam, Sentiment Analysis)
  • Regression Projects (House Price, Student Performance)
  • End-to-End ML Pipelines
Phase 5: Unsupervised Learning & Data Mining +
  • Clustering (K-Means, Hierarchical)
  • PCA & Dimensionality Reduction
  • Association Rule Mining & Projects
Phase 6: Deep Learning & Reinforcement Learning +
  • Neural Networks & Deep Learning Basics
  • CNNs & Transfer Learning
  • Reinforcement Learning & Deep Q Networks
Phase 7: Computer Vision +
  • Image Processing & Object Detection
  • YOLO, R-CNN, SSD
  • Computer Vision Projects
Phase 8: Natural Language Processing +
  • NLP Concepts, Syntax & Semantics
  • Sentiment Analysis & Text Classification Projects
Phase 9: AI Tools, Ethics & Careers +
  • Generative AI & Prompt Engineering
  • AI Tools for Text, Image & PPT Generation
  • Ethics, Responsible AI & Career Guidance
Python for Automotive Course
JT

Artificial
Intelligence

₹25,000
Enroll Now

Duration: 2 Months

Mode: Online / Hybrid

Mentor

Mentored By

BASITH AHAMED

Jack Technologies

Jacks Technologies is the best training institute in Marthalli, Bangalore. We have a Professional experience faculty to trainee you with theoretical knowledge also provides real-time and placement focused corporate training.

Pavan Dumpala

Hello Basith Anna, I just saw your status and wanted to share my experience with Jacks Technologies and your mentorship. I started my career with 12K per month, working for two years without an increment. Then, I took your course, which changed my life. Within a few months, I secured a job with 35K per month. After working there for two years, I faced a layoff due to the recession. With just two months to prepare, I saw companies demanding Python Automation skills. So, I took your Python for Automotive & AET 4.0 courses with 1-1 mentorship and completed them in two months. Once again, I secured a job with a 12 LPA package, and just this month, I received nearly 1L as my salary. In just two years, my salary went from 12K to 1L per month! This course keeps changing my life. The support you gave, both during and after the course, will never be forgotten. Thank you so much, Anna!

Shaik Javeed

I recently joined the Python for Automotive training at Jacks Technologies, and it has been a game-changer for my career. After working at Bosch, I struggled to crack interviews due to a lack of Python automation skills. However, this course, led by the excellent trainer Basith, changed everything. Basith explained every concept in detail and provided hands-on experience with test case automation, which was incredibly valuable. Thanks to this training, I confidently added Python to my resume, leading to numerous interview calls. I'm thrilled to share that I have now secured a position at HCL! A big thank you to Jacks Technologies and trainer Basith for providing such a comprehensive and practical training program. I highly recommend this course to anyone looking to enhance their skills and boost their career prospects.

Tejaswi Nethala

I wanted to switch to another company. I was attending interviews but failing all the time. Then I was referred to Jacks Technologies by my colleague. After getting trained in this institute and after I got prepared by the guidelines provided by the institute, I cracked the first interview and I got placed in a better position. I gained so much of knowledge from the institute which I didn't even gain from my colleagues. Thanks to all the mentors who guided me throughout my training. I would definitely recommend Jacks Technologies to whoever wants to switch to another company, being in IT industry and also to who are trying as freshers. Thanking Jacks Technologies once again for guiding me for a better career.

Jacks Technologies is the best training institute in Marthalli, Bangalore. We have a Professional experience faculty to trainee you with theoretical knowledge also provides real-time and placement focused corporate training.

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