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Start Date
Nov 22, 2023 -
Duration
3 Days -
Fees
40,000/- -
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Brochure -
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Machine Learning for Managers
As the power of the Internet and its ubiquity grows, companies have no choice, but to become competent in understanding and interpreting data. Moreover, with the fourth industrial revolution and disruptive technologies taking center stage, it is imperative for businesses to learn how and what data could help managers in smarter decision making. Advances in Data Science and Machine Learning (ML) are transforming how we live, work, and play. ML models are empowering business to draw insights from data, optimize their operations, and drive greater business efficiency. Be it aiding new technologies, like self-driving cars and robotics, or improving old ones, like medical diagnostics and search engines, ML is being extensively used across industries. This has led to a concomitant increase in demand for managers who possess skills and expertise in the domain of ML. With the objective of catering to the demand for ML experts, this program will enable you to take the first step toward solving important real-world problems and future-proofing your career.
The program provides comprehensive knowledge, skills, and training in ML to solve significant business problems such as advanced trend analysis, generating business intelligence, digital automation, and intelligent manufacturing. The program would probe managers to ask the right questions for data analysis, identify patterns in data, and extract value from data. Thus, the program broadly caters to human resource management, marketing, operations, information technology, strategy, healthcare, finance and other allied functions
Contents Outline
- What, why, and How of Machine Learning?
- Data and its types
- Supervised and Unsupervised Learning.
- Data Exploration and Pre-Processing
- Feature Selection and Dimension Reduction
- Regression – Types and Variants (Simple, Multiple, Logistic, Probit)
- Classification Techniques (K-NN; Naïve Bayes; Decision Trees, Support Vector Machines; Random Forest)
- Clustering (Non-Hierarchical; Hierarchical; Hybrid)
- Case studies of successful use of ML in business situations
Who Should Attend
- Middle level executives from any organizational function, industry, or sector involved in decision making
- High-potential and motivated individuals eager to understand the nuances of ML techniques applicable to diverse business functions
- Entrepreneurs seeking to develop customer base to advance their business
- Engineers and technologists wishing to understand business applications of data science
Registration & Fees
Participants should be nominated by their organizations. The enclosed nomination form should be completed and returned with all the
details. The fee of the program is Rs. 40,000/- (Rupees Forty Thousand only) per participant which includes a professional fee and all
charges for lodging and boarding and supply of course materials. GST as applicable will be charged extra in addition to the programme
fee. Payment should be made by Cheque/NEFT/RTGS.
Discount Policy
With a view to our long-term relationship with your esteemed organization, we are pleased to introduce the discount policy in a particular
programme. The discount will be observed in the following conditions: (discount applicable in NEPAL also)
• 10% Discount against 3-5 nominations
• 20% Discount against more than 5 nominations