Machine Learning
Accelerate your career and become a skilled Machine Learning expert through our comprehensive Machine Learning Course. Gain expertise in essential skills like data analysis, machine learning algorithms, model building, and implementation. Dive deep into the world of AI and ML, mastering various techniques and tools to enhance your proficiency and excel in the field of machine learning
Curriculum
- Operators
- Conditional Statements
- While Loop
- Lists
- Strings
- For Loops
- Functions
- Dictonary
- Tuple
- Set
- Data Visualization using Matplotlib and Seaborn
- Need to develop visualization charts based on the topics provided above.
- Uni-Variate Analysis
- Bi-Variate Analysis
- Multi-Variate Analysis
- Univariate, multivariate, and bivariate analyses provide essential insights for understanding complex data relationships and enhancing decision-making processes. The data set will be provided.
- Types Of Variables
- Central Tendency
- Measures And Statistical Difference
- Hypothesis Testing
- Methods Of Imputation
- Encoding
- Feature Scaling
- Handiling With Outliers
- Supervised Learning Regression
- Unsupervised Learning
- Ensemble Models
- Metrics
- Over Sampling And Under Sampling
- Cross Validation
- Hyper parameter Tuning
- Apply EDA
- Enhance the provided data through effective preprocessing and feature engineering techniques.
- Supervised Learning Regression
- Unsupervised Learning
- Ensemble Models
- Metrics
- Over Sampling And Under Sampling
- Cross Validation
- Elevate the provided data by employing strategic preprocessing and advanced feature engineering methods to construct a robust Machine Learning model.
- Grid Search Cv
- Randomized Cv
- Optuna
- Enhance the performance of your model by applying hyperparameter tuning to the task-4.
No sub-topics.
Recommended Courses
Data Science
Propel your career and become a data scientist with our comprehensive Data Scien...
₹30000.00
View
Data Science Full Stack
The Data Science Full Stack course covers SQL, Power BI, statistics, Python for ...
₹45000.00
View
100 Days to Become a Job-Ready Data Scientist
This Data Science Full-Stack Live Course equips you with the core skills in Pyth...
₹20000.00
View
