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Valmiki Sarath Kumar
  • Qualification:B.Sc., Msc
  • Language:English, Telugu, Kannada
  • Experience:1 years
★★★★4/5

Valmiki Sarath Kumar

Online

About :

I am Valmiki Sarath Kumar, a dedicated Junior Data Scientist with a strong academic foundation in Data Science and hands-on experience building intelligent, data-driven solutions.…

Valmiki Sarath Kumar

Valmiki Sarath Kumar

Online

  • Qualification:B.Sc., Msc
  • Language:English, Telugu, Kannada
  • Experience:1 years
★★★★ 4/5

I am Valmiki Sarath Kumar, a dedicated Junior Data Scientist with a strong academic foundation in Data Science and hands-on experience building intelligent, data-driven solutions....

FindMyGuru is a tutor discovery platform that helps students find and connect with experienced tutors and institutes across a wide range of subjects and skills. Students can explore tutor profiles, compare expertise, and contact tutors directly for online or in-person learning.FindMyGuru facilitates discovery and connections between students and tutors or institutes. All classes and learning arrangements are handled directly between students and the respective tutors or institutes

Courses by Valmiki Sarath Kumar

Course Mode:

Online

Duration:

29 Hour

Language:

English, Telugu, Kannada

Location:

Kalyan Nagar, Bangalore, Kalyan Nagar

Pricing:

500 INR

Batch Type:

Week Days / Weekends

Course Content

📘 AI & Machine Learning – Full Course Content

Module 1: Introduction to Artificial Intelligence

  • What is AI? Types of AI

  • Applications of AI in real world

  • AI vs Machine Learning vs Deep Learning

  • Basic terminology: features, labels, training, testing

Module 2: Python for AI & ML

  • Python basics: variables, loops, functions

  • Numpy & Pandas for data handling

  • Matplotlib & Seaborn for visualization

  • Working with Jupyter Notebook

  • Practice exercises

Module 3: Data Preprocessing & Exploratory Data Analysis

  • Handling missing data

  • Encoding categorical data

  • Feature scaling (Standardization, Normalization)

  • Outlier detection

  • Correlation analysis, distribution analysis

  • Data cleaning case study

Module 4: Machine Learning Fundamentals

Supervised Learning

  • Linear Regression

  • Logistic Regression

  • Decision Trees

  • Random Forest

  • K-Nearest Neighbors (KNN)

  • Support Vector Machines (SVM)

Unsupervised Learning

  • K-Means clustering

  • Hierarchical clustering

  • PCA (Dimensionality Reduction)

Evaluation Metrics

  • Accuracy

  • Precision

  • Recall

  • F1-score

  • Confusion Matrix

  • ROC–AUC

Module 5: Deep Learning Essentials

  • Neural Networks explained

  • Activation functions

  • Backpropagation

  • Introduction to TensorFlow / Keras

  • Building a simple Neural Network

Module 6: Convolutional Neural Networks (CNN)

  • Convolutions, pooling, filters

  • Image classification

  • Data augmentation

  • Building CNN model

Module 7: Natural Language Processing (NLP)

  • Text preprocessing (tokenization, stemming, stopwords)

  • Bag-of-Words, TF-IDF

  • Word embeddings

  • Sentiment analysis project

Module 8: Introduction to Large Language Models (LLMs)

  • What are LLMs (GPT, LLaMA, Mistral)?

  • Tokenization, embeddings

  • Prompt engineering basics

  • LLM real-world applications

Course Mode:

Online

Duration:

29 Hour

Language:

English, Telugu, Kannada

Location:

Kalyan Nagar, Bangalore, Kalyan Nagar

Pricing:

500 INR

Batch Type:

Week Days / Weekends

Overall Student Ratings

4.0
★★★★

Based on 4 ratings

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Location: Kalyan Nagar, Kalyan Nagar, Bangalore

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