Machine Learning with GenAI at VATALIYA SOFT-TECH, VADODARA
MACHINE LEARNING WITH GENAI
WE AT VATALIYA SOFT-TECH PROVIDES EDUCATION ON MACHINE LEARNING AND GIVE A CAREER MAP TOWARDS AI.
CANDIDATE OR STUDENT WITH FUNDAMENTAL OR BACKGROUND MATHS OR STATISTICS CAN APPLY OR REGISTER IN MACHINE LEARNING WITH GEN AI COURSE.
REQUIRED QUALIFICATION TO LEARN : BE / B.TECH, OR BCA / MCA OR B.COM / M.COM STUDENTS CAN JOIN COURSE.
- Pre req
- Excel Formulas
- Stastical Function
- Lookup Reference
- Data Visualization,
Financial Formula - Chart Formating
- Data Analytics
- Data Cleaning
- Data Splitting
Dividing data into training,
validation, and test sets. - Visualizing Data
Numpy, Matplotli - Pandas - DataFrames, Series
Machine learning :
- Supervised Learning
- Regression Algorithms
- Linear Regression,
Multiple Linear Regression,
Polynomial Regression - Classification Algorithms
- Logistic Regression,
K-Nearest Neighbors (KNN),
Decision Trees, and
Support Vector Machines (SVM) - Ensemble Methods
- Bagging,
Random Forests,
and Boosting techniques
(AdaBoost, Gradient Boosting,)
ML with genAI
- Supervised Learning
- K-Means Clustering,
- Hierarchical Clustering,
- DBSCAN Clustering
- Apriori Algorithm
- FP Tree
- FP Growth Algorithm
- Model evaluation Techniques
- Reinforcement Learning
- Solving Problems using
Machine Learning - Real-world case studies
project work - ML Capstone project
- Create own AI Agent
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