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Master Data Science, AI, and Generative AI with VM Training and Solutions.
Explore CoursesOur Core Training Programs
Advanced Excel
Essential data manipulation, pivot tables, and visualization techniques.
Python for Data Science
From basics to Pandas, NumPy, and scientific computing.
Machine Learning (ML)
Supervised, unsupervised learning, model building, and evaluation.
Artificial Intelligence (AI)
Core AI concepts, search algorithms, and intelligent systems design.
Generative AI (GenAI)
LLMs, GANs, and practical application of generative models.
Detailed Curriculum Outlines
Python & Data Science Mastery
1. Python Fundamentals & Programming
Variables, Data Structures (Lists, Dictionaries), Control Flow, Functions, Object-Oriented Programming (OOP) concepts.
2. Data Analysis Toolkit (Pandas & NumPy)
Data indexing, cleaning, merging, and reshaping data using Pandas. Vectorized operations with NumPy.
3. Data Visualization
Creating compelling visual stories using Matplotlib and Seaborn for exploratory data analysis.
4. Machine Learning Essentials
Introduction to Scikit-learn, Regression, Classification (e.g., K-NN, Decision Trees), and model evaluation metrics.
5. AI & GenAI Concepts
Understanding neural networks, introduction to Large Language Models (LLMs), and prompt engineering basics.
Advanced Excel for Data Analysis
1. Core Formulas and Functions
Mastering Logical (IF, AND, OR) and Text Functions, absolute vs. relative referencing, and array formulas.
2. Advanced Data Lookups and Aggregation
In-depth use of VLOOKUP, HLOOKUP, INDEX & MATCH, and dynamic data validation techniques.
3. Powerful Pivot Tables and Data Modeling
Creating multi-layered Pivot Tables, calculated fields, grouping, and using Slicers for interactive filtering.
4. Financial & Statistical Analysis Tools
Using Goal Seek, Data Tables, Solver Add-in for optimization, and basic statistical functions.
5. Reporting and Dashboard Creation
Conditional Formatting, advanced chart types (e.g., Sparklines, Gauge Charts), and design principles for professional dashboards.
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