Summary for learn Data Science

1. Machine Learning KNIME
without Coding
Sunday, 23 January 2022
14.30.00 – 16.00 WIB
3x meetings | 4.5 learning hours
Dr. Harry Patria
PT. Strategi Transforma Infiniti
www.strategitransforma.com
Masterclass Batch 08
Early Bird Price by 12 January 2022
Tools KNIME: Open source (free)

2. Data Analytics
Workshop for
Top Emerging
Skills in 2022

3. A picture
worth a
thousand
words
Elevate your data analysis from a basic exploratory level to
a more professionally organized and complex structure
using visual machine learning frameworks

4. Select the
optimum
model
through
drag & drop
Not just visualizing the data but also exploring insights
through math. model, statistics, programming, business
knowledge, design thinking and creativity.
The dashboard in the final page of the guided automation blueprint.

5. Data Visualization & Machine
Learning without Coding

6. Introduction
Basic Statistics
Data Structure
Machine
Learning
Model
Selection
Model
Interpretation
1
Deployment
Worflow
Operation
Node
Operation
Read from File
Data Structure
& Types
Filter Data
Rows
2
Operation
String Splitting
String
Manipulation
Type
Conversions
Database
Operations
Aggregation &
Binning
3
Replace Values
Nodes for Data
Visualization
Scatterplott
Interactive
Visualization
Graphical
Properties
4
Line Plots
Transformation
Parallel
Coordinates
Write Data to
File
Bar Chart &
Histogram
Workshop Modules

7. Workshop Modules
Regression
Linear
Regression
Regression
Predictor
K-Means
Cluster
Assigner
Hypothesis
Testing
6
Report
Designer
Extension
Transform
Rows
Joining
Columns
Java Snippet
Math Formula
7
Optimization
Master Page
Data Sets
Style Sheets
Maps
Highlight
8
KNIME to BIRT
& Back
Finalization
Marking Data
Transform
Columns
Naive Bayes
Model
Scorer
Classification
Decision Tree
5
Split &
Combine Data
Sets
ROC Curve
(Javascript)
Artificial
Neural
Network
Statistics
Cleaning Up
Charts
Generate Final
Document

8. 3 meetings
Total: 4.5 hours
Investment: IDR 1.50 Juta/trainee
Investment
* E-book ,Installation software, manual guidance will be sent after
completing registration and payment. Members will be invited to
Whatsapp group for online consultation
** No basic skills for this workshop. But math/statistical and
programming skills are recommended for the advanced level with
Python
10 % for Early Bird Discount

9. Investment &
Registration
1 PT Strategi Transforma Infiniti
No Rekening 1060519093333 Bank Mandiri
Payment
2 Slip pembayaran dikirim ke:
Admin: Wita 082134541614
Invoice
3 Buku referensi, data dan instruksi
manual akan diemail setelah payment
4 Jadwal disesuaikan dengan level
Peserta mendapatkan recorded sesi
Workshop
Receiving Book Reference & Instruction

10. Prominent E-book

11. 1
1
Testimonials from Clients
Thanks Pak Dr. Harry
Patria telah membantu
dalam meningkatkan
kompetensi Auditor dan
Risk Advisory Team kami
Terkait Data Analytics,
Data Analytics baik
Descriptive dan
Diagnostics.
Pelatihannya sangat
sangat Bermanfaat dan
segera kami
implementasikan dalam
Proses Audit Kami.
Fery Iriyawan
General Manager Internal Audit
& Risk Advisory at
PT Bukit Makmur Mandiri Utama
It's rare that you come
across standout talent
like DR. Harry Patria.
I was in his class. The
workshop literally takes
me to the "Jedy level" in
Tableau and Python.
It is worth every penny. It
was lovely tutorials. It
really make the complex,
simple!!
Erwin Suparman
Market Intelligence,Pricing
and Contract Management at
Linde Indonesia
Harry is more than capable
of bringing us to the world
of business analytics. He
has also strong background
as an economist and
business management
scientist.
He enlightened us about
what descriptive analytics
could do and take us. From
visualization, analysis, until
storytelling process to
explain the insight. I can't
wait for another surprise
from him
Muhammad Rully Chaerul Shobar
Senior Reservoir Engineer
PT Pertamina Hulu Indonesia
OUR FACILITATOR
• CEO & Chief Data Strategist
at PT. Strategi Transforma Infiniti (Patria & Co.)
• Lecturer of Data Science & Business Statistics
at Graduate Program of Accounting UI
• Lecturer of Big Data Analytics & Machine Learning
at Master Management Technology, ITS
• Lecturer of Business Strategy at SBM MBA ITB
• 13+ years of experience with latest position as
Vice President of Corporate Planning & Business
Development at Berdikari (Persero)
• The Best and Fastest Graduate of Master in Economics
and Ph.D. in Strategic Management at University of
Indonesia
• Awarded by Vice-Chancellor's Excellence Scholarships
2021, Newcastle University, UK. School of Computing,
Master of Computer Science (Data Science)
• 31,000+ followers on LinkedIn
https://www.linkedin.com/in/harry-patria/
Dr. Harry Patria, ST., MT., MSE.
ELEKTRINDO PERKASA UTAMA
2020 -2021 2018 2015
2011
2012
2008
2010
patria & co.
Recent Positions
PT. Strategi Transforma Infiniti PT. Strategi Transforma Infiniti Patria and Co.

12. Churn prediction (Supervised ML)
ML Deployment
Model Selection
Non-linear
model
comparison