1st lesson free
The profile of Milan and their contact details have been verified by our experts
Milan
- Rate Ksh. 2,692
- Response 11h
-
Students1
Number of students Milan has accompanied since arriving at Superprof
Number of students Milan has accompanied since arriving at Superprof
Ksh. 2,692/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
- Lower Primary
- Upper Primary
- Lower Secondary
- +17
levels :
Lower Primary
Upper Primary
Lower Secondary
Senior School
Tertiary
University
Adult Education
Masters
Diploma
Doctorate
CS
ATP
Advocates Training Programme
MBA
Pre-Primary
Beginner
Intermediate
Advanced
Professional
Children
- 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
- Ksh. 2,692
Pack prices
- 5h: Ksh. 10
- 10h: Ksh. 20
online
- Ksh. 2,692/h
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
Similar Computer Science teachers in Kolkata
Reuel
Nairobi & Online
- Ksh. 200/h
- 1st lesson free
Reubin
Mombasa & Online
- Ksh. 2,000/h
- 1st lesson free
Victor
Nairobi & Online
- Ksh. 1,000/h
- 1st lesson free
Massimiliano
Ancona, Italy & Online
- Ksh. 4,517/h
- 1st lesson free
Yas
London, United Kingdom & Online
- Ksh. 9,573/h
Bara
London, United Kingdom & Online
- Ksh. 10,444/h
João
London, United Kingdom & Online
- Ksh. 5,222/h
Jamshaid
Melbourne, Australia & Online
- Ksh. 3,243/h
- 1st lesson free
Robert
London, United Kingdom & Online
- Ksh. 17,232/h
- 1st lesson free
Arun
Melbourne, Australia & Online
- Ksh. 3,706/h
- 1st lesson free
Harvey
Cheltenham, United Kingdom & Online
- Ksh. 6,962/h
- 1st lesson free
Lorenzo
Bologna, Italy & Online
- Ksh. 3,764/h
Micheal
Bexley, United Kingdom & Online
- Ksh. 6,092/h
Juneyt (MA, MSc Oxford)
London, United Kingdom & Online
- Ksh. 19,147/h
Alan
London, United Kingdom & Online
- Ksh. 6,962/h
- 1st lesson free
Aniket
Bengaluru, India & Online
- Ksh. 4,043/h
- 1st lesson free
Royden
Melbourne, Australia & Online
- Ksh. 4,633/h
Omar
Croydon, United Kingdom & Online
- Ksh. 5,222/h
- 1st lesson free
Arron
Enfield, United Kingdom & Online
- Ksh. 6,962/h
- 1st lesson free
Octavian
London, United Kingdom & Online
- Ksh. 29,416/h
- 1st lesson free
-
See Computer Science tutors
