Core Java
Duration3 Months
Master Java fundamentals — OOP, collections, exceptions and multithreading — and write clean, working programs from day one.
View detailsData Science
Analyse and visualise data with Python, NumPy, Pandas and statistics, and turn data into clear insights.
- Classroom · Online
- 6 Months
- 2 modules · 22 topics
Syllabus
2 modules · 22 topics- Data Analytics & its Methodology
- Fundamental of statistics
- Data Visualization
- Data Distribution & Correlation
- Test of significance – Hypothesis testing, t-Test, ANOVA
- Data Mining – Unsupervised & Supervised
- Regression Analysis – Linear & Logistic
- Cluster Analysis – Hierarchical & k-Means
- Time series Analysis
- Text Mining
- Introduction to Data Science
- Overview on Python programming
- Exploratory Data Analysis (EDA)
- Data Visualization
- Data Distribution & Correlation
- Regression Analysis
- Clustering – Hierarchical & K-means
- Classification – KNN, Nave Bayes
- Decision Tree, Random Forest
- Text Mining, WordCloud
- Dimension Reduction, Association Rules
- Forecasting / Time Series
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