Kurikulum Bootcamp
Materi Yang Akan Kamu Pelajari di Bootcamp
- Introduction Data Science
- Methodology Data Science
- Popular Data Science Tools
- Careers in Data Science
- Homework Discussion
- Descriptive Probability
- Bayesian Inference
- Distributions
- Descriptive Statistic
- Inferential Statistics
- Hypothesis Testing
- Homework Discussion
- Database Management System
Fundamental and Basic Operation - SQL Fundamental
- SQL Query
- Homework Discussion
- Jupyter Lab &
Python Basic - List & Python Tools OOP
- Modules and Packages, Library
- Homework Discussion
- lLinear Regression Python with StatModels
- Python with Sklearn
- Python Logistic Regression
- Python K-Means Clustering
- Homework Discussion
- Matematics
- Scalar & Vector
- Arrays
- Tensorflow
- Homework Discussion
- Introduction Neural Network
- NN with Numpy
- Types of Machine Learning
- Linear model
- Objective Function
- Homework Discussion
- TensorFLow 2.0
- DL – Processing
- Deep Learning Deep Neural Network
- DL Overfitting & Initialization
- DL Gradient Descent & Learning Rate Schedules
- DL Preprocessing & Conclusion
- Collaborative
Working using
GitHub - Introduction
to Terminal
and GitHub - Homework GitHub Collaboration
- Final
Presentation - Portfolio
Enhancement
Revamp CV and Shift Career from Recruiter Perspective & Applying Strategist
Talent Assasment, Interview Enhancement (Assignment, Test, and Interview)
Kemampuan Teknis
Kemampuan Yang Akan Kamu Kuasai
Hard Skill
- Gather & organize data
- Analyze Data
- Building Model Scenarios
- Building Models
- Evaluating Modeling Results
- Doing the Modeling Review Process
Soft Skill
- Analytical Thinking
- Critical Thinking
- Attention to Details
- Agility
- Communication
- Leadership
- Teamwork
- Collaboration
Tools yang akan dipelajari
Fasilitas Bootcamp
Bukan Hanya Materi, Tapi Juga Praktik Langsung
- Discussion with facilitator
- Video Learning
- Quiz
- Reading Materials
- Project Based Learning
- Practical Case Study
- Portfolio Making
Career Development Program
Langsung Dibantu dan Disalurin Kerja Setelah Lulus
Pelatihan Membuat CV
Setelah lulus siswa akan diberikan pelatihan singkat untuk membuat CV dan profile LinkedIn yang menarik
Persiapan Interview
Siswa juga akan diajarkan cara interview hingga negosiasi
yang baik dengan perusahaan.
Talent Mapping
Dengan Talent Mapping Assasment, siswa akan mendapatkan assasment potensial diri, kecocokan karir dan juga test psikologi pada standart untuk kalangan profesional perusahaan
Timeline Belajar
Jadwal Bootcamp Yang Dapat Kamu Ikuti
Batch #1
- Oktober 2023
- 16 Minggu
- 3x Pertemuan/Minggu
- Online (19.00 - 22.00 WIB)
Alumni Indobot Academy
30.000+ Alumni Telah Sukses Belajar di Indobot Academy
Bootcamp Immersive
Data Science
Jadwal Pelaksanaan
- Oktober 2023
- Durasi 16 Minggu
- 3x Pertemuan Per Minggu
Ringkasan Metode Bootcamp
- Real Cases Real Projects
- Career Support & Coaching
- Project Based Learning
Total Biaya Investasi
Rp16.000.000 Rp 11.000.000