Program Overview
Our comprehensive curriculum is designed by industry experts
to deliver real-world skills and practical knowledge.
Curriculum Breakdown
Tentang Program
AI & ML Professional Lab mengajak peserta untuk memahami bagaimana kecerdasan buatan bekerja di dunia nyata. Mulai dari machine learning klasik, neural networks, computer vision, hingga integrasi AI ke aplikasi modern—semua dibahas dengan pendekatan hands-on dan project-based. Program ini tidak hanya mengajarkan teori, tetapi bagaimana mengubah data menjadi sistem cerdas yang dapat membuat prediksi, rekomendasi, dan otomatisasi. Dengan project akhir berbasis kebutuhan industri, peserta akan mendapatkan pengalaman nyata yang relevan dan dapat dipresentasikan sebagai portofolio profesional.
Kenapa Pilih Ini?
Dunia sedang bergerak menuju era di mana mesin tidak hanya menjalankan perintah—tetapi juga belajar, memahami pola, dan membantu manusia mengambil keputusan. Dari rekomendasi konten hingga teknologi wajah, dari sistem prediksi hingga otomasi industri, AI tidak lagi menjadi konsep masa depan. AI adalah sekarang, dan Anda punya kesempatan untuk berada di baris terdepan. AI & ML Professional Lab adalah ruang Anda untuk menyelami dunia kecerdasan buatan secara nyata. Anda tidak hanya belajar algoritma; Anda mempelajari bagaimana algoritma tersebut menyelesaikan masalah dunia nyata. Anda bukan sekadar memahami model, tetapi juga bagaimana menyiapkan data, melatih, mengevaluasi, hingga mengintegrasikannya ke dalam aplikasi nyata. Setiap sesi membawa Anda memahami sisi teknis dan strategis AI. Anda belajar bagaimana membuat mesin mengenali gambar, memprediksi perilaku, memahami teks, hingga menghasilkan keputusan. Anda akan merasakan sendiri bagaimana AI dapat menjadi alat yang mempercepat pekerjaan, memperbaiki efisiensi, dan menciptakan peluang baru di berbagai industri. Namun lebih dari itu — program ini memberi Anda kemampuan untuk beradaptasi di era teknologi yang berkembang cepat. Dunia berubah, dan perusahaan membutuhkan orang yang tidak hanya mengikuti AI, tetapi mampu menerapkannya. Dengan pengalaman langsung dan project berbasis kebutuhan industri, Anda akan memiliki kompetensi dan kepercayaan diri untuk melangkah ke dunia profesional AI/ML. Program ini adalah kesempatan Anda untuk tidak hanya menjadi pengguna AI, tetapi penciptanya.
Meet Your Instructors
Octavianus G
Apple Professional Learning Specialist
Octavianus Gandajaya is a technology educator and software development mentor specializing in iOS and modern app development. He has supported talent growth at Apple Developer Academy, guiding learners in building impactful, user-centered digital products. Passionate about education, accessibility, and lifelong learning, he blends technical expertise with coaching to empower the next generation of developers.
Henri Jufry
Lego Serious Play Trainer
Henri Jufry is a seasoned business and digital-marketing professional with more than two decades of experience helping brands grow through data-driven strategy and customer-centric communication. His career spans roles in marketing leadership, consultancy, and education, including serving as a mentor at the Apple Developer Academy, where he guides future innovators in product thinking and go-to-market strategy. Beyond marketing, Henri contributes as an advisor in technology-driven businesses, supporting strategic development and organizational growth. Known for his practical insight, cross-industry perspective, and people-first approach, he continues to play an active role in shaping digital talent and modern business ecosystems in Indonesia
Ari Soetjitro
Technical Solutions Manager
Ari Soetjitro is a technology-industry executive based in Greater Jakarta, Indonesia. He has worked as CEO and is experienced in software/IT services — especially in mobile development (iOS/Android), user experience, and advertising. His educational background includes a diploma in Graphic Design / Visual Communication from TAFE New South Wales — Sydney Institute of Technology, Design Centre Enmore.
Fariz Rizky Rizaldy
Software Developer
Fariz Rizky Rizaldy is a software developer, mentor, and project manager with a versatile background in web development and education.
Personal Consultant
Your dedicated expert will guide you through the program
Program Excellence
Certification
Prestigious completion certificate
Flexible Schedule
Learn at your own pace
Premium Materials
Exclusive learning resources
24/7 Support
Dedicated assistance team
Learning Journey
Follow the structured path designed to take you from beginner to expert
1 Day
Meeting 1: AI & Machine Learning Foundations
1 Day
Lesson Overview
Introduction to key ML concepts: supervised vs unsupervised learning, data preprocessing, model evaluation metrics, and ML workflow fundamentals.
Learning Objective
Learners understand foundational ML concepts and can prepare datasets for machine learning tasks.
1 Day
Meeting 2: Classical Machine Learning Algorithms
1 Day
Lesson Overview
Hands-on training with regression, classification, clustering, tree-based models, and feature engineering techniques.
Learning Objective
Learners can build, train, and evaluate classical ML models using Scikit-learn and apply feature engineering effectively.
1 Day
Meeting 3: Model Optimization & Validation
1 Day
Lesson Overview
Learn hyperparameter tuning (GridSearch, RandomSearch), cross-validation, regularization, and model generalization techniques.
Learning Objective
Learners can optimize model performance and apply best practices for validation and avoiding model overfitting.
2 Days
Meeting 4: Deep Learning with Neural Networks
2 Days
Lesson Overview
Introduction to neural networks using TensorFlow/PyTorch, covering feedforward networks, activation functions, training loops, and optimization strategies.
Learning Objective
Learners can build and train foundational deep learning models and understand how neural networks learn.
2 Days
Meeting 5: Advanced Deep Learning: CNN, RNN, and Transformers
2 Days
Lesson Overview
Explore modern DL architectures: Convolutional Neural Networks for vision, RNN/LSTM/GRU for sequence modeling, and Transformers for NLP tasks.
Learning Objective
Learners can build advanced deep learning architectures for computer vision and NLP applications.
2 Days
Meeting 6: Deployment & Serving: ML in Production
2 Days
Lesson Overview
Hands-on deployment using FastAPI, model serialization, Docker packaging, scalable inference, and monitoring ML models in production.
Learning Objective
Learners can deploy ML models into real-world environments and understand how to monitor and maintain them.
2 Days
Meeting 7: MLOps & End-to-End AI Systems
2 Days
Lesson Overview
Implement CI/CD for ML, experiment tracking, feature stores, model versioning, and final capstone project integrating the full ML lifecycle.
Learning Objective
Learners complete an end-to-end ML pipeline and apply MLOps practices to ensure scalability, reproducibility, and reliability.
Ready to Join This Program?
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Elite Networking Opportunities
Connect with industry leaders and like-minded professionals through our exclusive events and private community.
- Private mastermind sessions
- Annual executive retreat
- VIP networking dinners
- Members-only online community
Next Event: June 15, 2023
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