AI & Machine Learning Mastery
Course Details
Transform your career with comprehensive AI and Machine Learning training. Master the technologies shaping the future of software development and build intelligent systems that solve real-world problems.
30 Hours
Duration
2,500+
Students
4.9/5.0
Rating
Certificate
Included
Course Overview
What You'll Master
Prerequisites
- Basic Python programming knowledge
- Understanding of basic statistics and linear algebra
- Familiarity with data handling and preprocessing
- No prior AI/ML experience required
Career Outcomes
Our graduates have successfully transitioned into high-demand roles at top tech companies, including roles such as:
What's Included:
Course Curriculum
Python for AI/ML
- • NumPy, Pandas, Matplotlib deep dive
- • Functional programming, APIs, JSON parsing
Core AI/ML Concepts
- • Dataset types and preprocessing
- • Model pipeline from data to evaluation
ML Techniques & Algorithms
- • Supervised, Unsupervised, Reinforcement Learning
- • Algorithms: Linear/Logistic Regression, SVM, KNN, XGBoost
Evaluation & Optimization
- • Accuracy, Precision, Recall, F1, ROC
- • GridSearch, RandomSearch, Cross-validation
Deep Learning
- • Neural networks, activation/loss functions
- • Backpropagation, gradient descent
LLMs and Transformers
- • Tokenization, Attention, Embeddings
- • Pretraining vs Fine-tuning
Hugging Face Ecosystem
- • Transformers, Datasets, Tokenizers, Trainer API
- • Hosting on Spaces, using Gradio for UI
Advanced Project Ideas
- • RAG-powered Custom Chatbot using LangChain + HF Transformers
- • YouTube Comment Sentiment Dashboard with real-time analysis
- • Resume Screening Agent using NER + Streamlit
- • Whisper + T5-based Voice-to-Text Summarization App
- • SEO Keyword Generator using T5 on blog input
Portfolio Projects You'll Build:
Rohit Gupta
Expert in AI, ML, and Web3
Rohit Gupta, a dedicated and analytical professional with extensive experience in Web3 and currently working as a Technical Lead at CSharp Inc. My passion lies in crafting innovative solutions in Generative AI, Smart Systems, and Personal Language Models. As a speaker at over 20 national and international AI conferences and author of 80+ technical articles, I strive to bridge the gap between conceptual AI and practical implementation. I've also written 3 eBooks on Machine Learning and Python that are available for download, and I've had the pleasure of sharing insights as a guest on The Guiding Voice Podcast. I believe in human-AI synergy — 'Bonding between human and machine will make the world a better place.' The more we understand and analyze our data, the more intelligently we shape our future.
Expertise:
Achievements:
- • 20+ AI Conference Speaker
- • 80+ Technical Articles
- • 3 ML & Python eBooks
- • The Guiding Voice Podcast Guest
John Godel
Prof. AI | Enterprise AI Architect | Vibe Architect
John Godel is the President and CEO of AlpineGate AI Technologies Inc., where he leads the development of advanced artificial intelligence solutions. Under his leadership, the company has introduced innovative products like AGImageAI, which enhances image recognition capabilities across multiple industries such as e-commerce, healthcare, and security, and AlbertAGPT, a state-of-the-art natural language processing and AI interpretability tool. Godel's vision has positioned AlpineGate AI at the forefront of AI technology, focusing on making AI systems more transparent, understandable, and reliable. His work ensures that AI models can be effectively utilized while maintaining ethical standards and operational transparency.
Expertise:
Key Products:
- • AGImageAI - Image Recognition Platform
- • AlbertAGPT - NLP & AI Interpretability
- • AI Transparency Solutions
Mahesh Chand
Founder, C# Corner
Mahesh Chand is an architect based in Philadelphia, Pennsylvania. He is the Microsoft Regional Director, founder of C# Corner, and CEO of Mindcracker Inc. At Mindcracker Inc., he advises technical teams on building better software through architecture, design, usability, innovation, and mentoring. His expertise includes C#/.NET, UWP, Mixed-Reality, AI/ML, Cloud, Startups, and Innovation. As the founder of C# Corner, he enjoys developing new features to help developers improve their coding skills. He loves philosophy, cognitive studies, community work, public speaking, writing, basketball, and the Philadelphia Eagles.
Expertise:
Leadership:
- • Microsoft Regional Director
- • CEO of Mindcracker Inc.
- • Founder of C# Corner
Combined Teaching Philosophy:
"Our team believes in the synergy between human intelligence and artificial intelligence. We focus on practical implementation, ethical AI development, and building systems that make the world a better place. Every concept is taught through real-world applications, ensuring you gain both theoretical knowledge and hands-on experience to excel in the AI industry. As Rohit says, 'Bonding between human and machine will make the world a better place.'"
"This course completely transformed my career trajectory. The instructors' teaching approach made complex ML concepts incredibly accessible. The hands-on projects gave me the confidence to tackle real-world AI challenges. I landed my dream role as an ML engineer at Tesla within 2 months of completion!"
Michael Johnson
ML Engineer at Tesla
"The expertise of all four instructors shines through every lesson. They have this amazing ability to break down the most complex algorithms into digestible concepts. The personalized mentorship and career guidance were invaluable. The course content is cutting-edge and directly applicable to industry needs."
Aisha Patel
Senior Data Scientist at Microsoft
"The project-based learning approach is what sets this course apart from others. From day one, we were building real ML systems and deploying them to production. This practical experience was crucial in helping me understand how to apply these concepts in enterprise environments."
Carlos Lopez
Senior ML Developer at Netflix
"Exceptional curriculum that covers everything from fundamentals to advanced deployment strategies. The community support is outstanding, and the career guidance helped me navigate my transition into AI research. Highly recommend for anyone serious about building a career in AI/ML."
Emily Kim
AI Research Scientist at OpenAI
Join thousands of successful AI professionals who started their journey with our training