1st lesson free
Milan's email address and phone number have been validated.
Milan
- Rate 231 GHS
- Response 11h
-
Students1
Number of students Milan has accompanied since arriving at Superprof
Number of students Milan has accompanied since arriving at Superprof
231 GHS/hr
Contact
1st lesson free
- Computer Science
- Machine learning
Non-conventional Machine Learning: What you learn in the classroom may not be practical when dealing with complex, messy real-world data. Basic algorithms may show good results on clean, well-prepared
- Computer Science
- Machine learning
Lesson location
About Milan
I have over 20 years of experience in complex data analysis across various industries and analytics domains, including ML modeling, data and model pipeline development, and text and speech analytics. I specialize in designing AI-based analytics tools tailored for diverse business users.
See more
About the lesson
- Primary school
- Junior high school
- SHS 1
- +20
levels :
Primary school
Junior high school
SHS 1
SHS 2
SHS 3
BTS
University education
Adult Education
Facultate (Licență)
Master's degree
Higher national diploma
Doctor of philosophy
Other
GDL
Qualified Lawyer Transfer Scheme
MBA
Pre school
Beginner
Intermediate
Advanced
Professionel
Others
Child
- English
All languages in which the lesson is available :
English
1. Conventional ML Models Have Limitations:
Traditional machine learning models often fail when applied to real-world data in industry settings.
2. Use a Strategic Approach:
a. Start with a realistic dataset, not overly simplified ones.
b. Build a complete data flow pipeline to handle data properly
3. Choose the Right Algorithms:
a. Every algorithm works under specific statistical assumptions; learn these assumptions and pick algorithms accordingly.
b. Use non-conventional algorithms based on your data’s characteristics.
4. Map Outcomes to Business Needs:
a. Ensure that your analysis aligns with business expectations and solves real business problems.
b. Analytics is only valuable if it meets the business's goals.
5. Learn from Industry Experts:
a. Learn from professionals who work with real-world data to build confidence.
b. Just cracking the interview isn’t enough. You need to be able to apply your skills practically to avoid becoming redundant in the industry.
See more
Rates
Rate
- 231 GHS
Pack prices
- 5h: 1155 GHS
- 10h: 2310 GHS
free lessons
The first free lesson with Milan will allow you to get to know each other and clearly specify your needs for your next lessons.
- 1hr
online
- GHS231/h
Similar Computer Science teachers in Kolkata
João
London, United Kingdom & Online
- 451 GHS/hr
- 1st lesson free
Massimiliano
Ancona, Italy & Online
- 387 GHS/hr
- 1st lesson free
Yas
London, United Kingdom & Online
- 828 GHS/hr
Bara
London, United Kingdom & Online
- 903 GHS/hr
Jamshaid
Melbourne, Australia & Online
- 275 GHS/hr
- 1st lesson free
Micheal
Bexley, United Kingdom & Online
- 527 GHS/hr
Arun
Melbourne, Australia & Online
- 315 GHS/hr
- 1st lesson free
Robert
London, United Kingdom & Online
- 1,490 GHS/hr
- 1st lesson free
Harvey
Birmingham, United Kingdom & Online
- 481 GHS/hr
- 1st lesson free
Alan
London, United Kingdom & Online
- 602 GHS/hr
- 1st lesson free
Juneyt (MA, MSc Oxford)
London, United Kingdom & Online
- 1,655 GHS/hr
Lorenzo
Bologna, Italy & Online
- 323 GHS/hr
Aniket
Bengaluru, India & Online
- 347 GHS/hr
- 1st lesson free
Akash
New Delhi, India & Online
- 231 GHS/hr
- 1st lesson free
Omar
Croydon, United Kingdom & Online
- 527 GHS/hr
- 1st lesson free
Arron
Enfield, United Kingdom & Online
- 602 GHS/hr
- 1st lesson free
Kirollos
, United Kingdom & Online
- 451 GHS/hr
- 1st lesson free
Toprak
Manchester, United Kingdom & Online
- 376 GHS/hr
- 1st lesson free
Apollo
Ashford, United Kingdom & Online
- 451 GHS/hr
- 1st lesson free
Ashar
Hounslow, United Kingdom & Online
- 451 GHS/hr
-
See Computer Science tutors
