Webinar
  • 38 orang melihat ini

Learn All About Data Visualization And Machine Learning Specialization (Regular Class)

minimal usia: 18 tahun
Level: Pemula
Bahasa Pengantar: Indonesia & Inggris
  • Pengajar:

    Algoritma Data Science Education

  • Tanggal dimulai:

    Selasa, 2 Juni 2020
    06.30 PM - 09.30 PM WIB

  • Situs Webinar:

    zoom

  • Kapasitas:

    100

Tentang Workshop

Hi Learners! The Machine Learning Specialization is a 8-week bundle in a livestream interactive online workshop format that is curated to accelerate a student’s mastery in building data products, develop machine learning models, and understand the core components that form the most of industrial-grade AI today.

Students are not assumed to have a working knowledge of R or prior proficiency in statistics/mathematics/algebra. At such the workshop follows a gentle learning curve and emphasizes hands-on, one-to-one tutoring from our team of instructors and teaching assistants.

Students work through tons of real-life examples using sample datasets donated by our team of Algoritma mentors and corporate partners. We believe in a learn-by-building approach, and we employ instructors who are uncompromisingly passionate about your growth and education.

Throughout the course of the Academy, you will learn to build, evaluate and deploy your data science products, one project after another. Upon graduation, our team of career support executives and mentors will assist you in the path of a data science role in a reputable company.

It is going to be An intensive specialization that strives for a fine balance between practical applications and mathematical rigor in teaching essential machine learning concepts. By taking a learn-by-building approach, you will learn to develop regression and classification algorithms and incorporate them into real-life solutions or data products/business applications.

The modules in all the workshops follow our project-based learning philosophy to this specialization. The course capstone requires that the student build a real-world application under stringent criteria modeled after real business scenarios.

So, what are you waiting for? Register yourself now to be a machine learning specialist!


Poin Materi Belajar

1. Programming for Data Science
- Data Science in R
- Working with Data
- Data Manipulation I & II
- Practice Data Cleansing
- R in Practice

2. Practical Statistics
- 5-Number Summary
- Central Tendency & Variability
- Standard Score and Z-Score
- Probabilities
- Intervals
- Inferential Statistics in Practice

3. Regression Models
- OLS Regression
- Linear Models in R
- Interpreting Linear Models
- Multiple Regression

4. Machine Learning: Classification 1
- Relating Probabilities to Odds
- Logistic Regression from First Principles
- Logistic Regression in Action
- Practical Tips and Case Study
- Performance Evaluation and Model Selection

5. Machine Learning: Classification 2
- Law of Probability
- Naive Bayes Classifier
- Practical and Performance Considerations
- Naive Bayes in Action
- Decision Trees
- Decision Trees in Action
- Machine Learning Theories
- High-Performance Machine Learning

6. Unsupervised Machine Learning
- Principle Component Analysis
- PCA from First Principles
- PCA in Action I & II
- Understanding Clustering
- k-Means Clustering in Action
- Evaluating k-Means

7. Time Series & Forecasting
- Working with Time Series
- Time Series in Action
- Classical Decomposition
- Classical Decomposition in Action
- Techniques To Work with Time Series
- Forecasting I, II, and III
- Advanced Times Series I & II

8. Neural Networks & Deep Learning
- Artificial Neural Networks
- Neural Network Architecture I & II
- Multi-Layer Perceptions (MLP)
- Neural Networks From First Principles
- Neural Networks from Scratch
- Neural Networks in Action
- Deep Learning in Action I & II
- Mxnet in Action

9. Capstone Project
- Create machine learning prediction and recommendation

Rp 16.500.000 / per pax

Senin, 01 Juni 2020, 11 PM WIB

Pendaftaran tutup, beritahu saya jadwal berikutnya!

Tentang Pengajar

  • Algoritma Data Science Education
    Algoritma Data Science Education, (Data Science)

    Learn data science by building with Algoritma! We hold programming workshops and bootcamps for those who are looking to upgrade their data science skills.


Harga termasuk:

- All tools & materials during class
- Ongoing Mentorship
- Teaching Assistant Support


Sertifikat

Bentuk Sertifikat: Elektronik


Yang perlu disiapkan

- Laptop with minimum RAM 4GB
- Hard Disk with capacity free space of 10GB


Tanya Jawab

  • Tanya : If I don't have any experience in programming or statistics, will I be able to follow through the course?

    Jawab : Yes, our course is beginner-friendly, as we want to democratize data science. For those who have not to learn or familiar with programming, do not worry as our instructors and teaching assistant will be guiding you with the course.

  • Tanya : What will be the outcome of the course?

    Jawab : Students will be able to create their own capstone project that will become their own portfolio to showcase their talent and skills.

  • Tanya : What are the pre-requisite to enrol?

    Jawab : There is no pre-requisite, as long students have the willingness to learn.

  • Tanya : How long is the course?

    Jawab : The course duration is 30 days, each day of @3 hours. The course is conducted at Night class (6.30 PM - 9.30 PM)

  • Tanya : Bisakah saya mendapat pengembalian uang jika tiba-tiba saya berhalangan hadir?

    Jawab : Tidak.

  • Tanya : Bisakah teman saya menggantikan saya jika saya berhalangan hadir?

    Jawab : Bisa, kalau kamu peserta umum dan bukan penerima Kartu Prakerja. Untuk penerima Kartu Prakerja kamu tidak diperbolehkan mengganti kepesertaan.


Syarat & Ketentuan

Semua pembayaran tidak dapat diuangkan kembali dan tidak bisa dialihkan ke workshop lain, tapi kamu boleh memberikan tiketmu ke orang lain jika kamu peserta umum. Untuk penerima Kartu Prakerja, pemindahan kepesertaan tidak berlaku. Hubungi tim kami untuk pengaturan lebih lanjut.

Segala pemberitahuan mengenai informasi dan perubahan kelas akan disampaikan langsung oleh sistem kami melalui email, harap melakukan pengecekan email secara berkala.


Catatan Khusus

Kesulitan mendaftar? Kami bisa membantu! Hubungi kami di
Whatsapp/SMS: +62 811 880 7172
Email: workshop@maubelajarapa.com
LINE: @maubelajarapa
Sampai ketemu di kelas!

Rp 16.500.000 / per pax

Senin, 01 Juni 2020, 11 PM WIB

Pendaftaran tutup, beritahu saya jadwal berikutnya!

Tertarik?

Namun berhalangan ikut kali ini? Daftarkan dirimu di bawah ini dan kami akan memberitahumu jika kelas tersedia lagi

Saya Tertarik

Kata Mereka

Tolong login sebelum mengirimkan ulasan Anda.

Belum ada Ulasan.


SIMILAR WORKSHOPS