What you'll learn
Machine learning is a data analysis method that is used to automate analytical model building. Machine Learning Training in vizag.It is a subset of Artificial Intelligence (AI) and focuses on analyzing structures and patterns in data to allow reasoning, learning, and decision-making without human interactions. In simple terms, Machine learning will let the user feed large volumes of data to a computer algorithm and make the device process the data to offer recommendations that are data-driven and decisions that are only based on the data offered.
Course Content
- PyCharm, Language Fundamentals, Input-Output, Operators, Conditional Statements, Looping, Control Statements, Functions, Modules, String Manipulation, Lists, Tuple, Set, Dictionaries, File Operations, OOPS Concepts, Regular Expressions, Functional Programming, Map, Reduce, Filter, Iter tools, list comprehension
- Introduction to SQL, Installation, SQL queries for data retrieval, filtering, CRUD and aggregation. Joins and subqueries in SQL for merging datasets. Exploratory data analysis in SQL database.
- Introduction to python for data science (Numpy, Pandas), Data Visualization (Matplotlib, Seaborn), Exploratory Data Analysis ( Handling missing data, Exploratory Data Analysis using Pandas)
- Regression (Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, Evaluation of regression models, L1 and L2 Regularization Techniques), Classification (K Nearest Neighbors (KNN), Naive Bayes Classifier, Decision Tree Algorithm, XGBoost, Random Forest Algorithm, Support Vector Machines (SVM) with L1 and L2 Regularization.
- Introduction to Clustering Algorithms, K-Means Clustering, Hierarchical Clustering, Elbow Method for optimal K in K-Means.
- Text processing basics, Sentiment analysis, Introduction to tokenization and stemming, Overview of pre-trained language models. Basics of deploying machine learning models , Capstone Project (Applying Python, SQL, and machine learning to a real-world problem)
- Introduction to OpenCV and Hands-on Practice, OCR and Hands-on Practice, Neural Networks, ANN Implementation , CNN Implementation, YOLO Implementation, RNN and LSTM Implementation, Speech Recognition Hands-on Experience, Advanced Deep Learning and Chatbot, End-to-End ML Project
- Introduction to Generative AI Transformer Architecture Attention Mechanism Promt Engineering Large Language Model(LLM) Modern LLM Platform and Tools Gemini Ollama Hugging Face Ecosystem Image generation with Stable Diffusion RAG (Retrieval Augmented Generation) Fine-Tunning Generative models LangChain Framework Agentic Ai
- Introduction to AWS, Amazon Identity and Access Management (IAM), Elastic Computing (EC2), Simple Storage Service (S3)
- Introduction to Data Visualization, Introduction to Power BI, Power Query Editor – Data cleaning and Transformation, Power Pivot – Data modeling ( Star Schema implementation and Snowflake concept), DAX – Data Analysis Expressions and Applications, Data Visualization and Demo Report and Publish, Project and Presentation
JNNC Technologies in Visakhapatnam (Vizag) is a well-established IT training institute that offers specialized training in Machine Learning (ML) and Data Science. Located in the heart of the city at Dwaraka Nagar, they are known for a practical, hands-on approach to emerging technologies.
Machine Learning Training Highlights
The training at JNNC Technologies typically focuses on bridging the gap between theoretical algorithms and real-world application. Key features of their ML program include: Machine Learning Training in vizag.
Comprehensive Curriculum: Covers Python/R basics, statistics, supervised and unsupervised learning, and model deployment.
Project-Based Learning: You will work on real-time projects and datasets, often involving tools like NumPy, Pandas, Scikit-learn, and TensorFlow.
Expert Mentorship: Training is led by instructors with industry experience who simplify complex mathematical concepts for beginners.
Career Support: They provide placement assistance, resume building, and guidance for technical interviews.
JNNC Technologies is recognized as one of the top software training institutes in Vizag, particularly for its hands-on approach to Machine Learning and Data Science.
Advanced Curriculum Details
Beyond basic Python, their Machine Learning track emphasizes the mathematical foundations and specialized libraries required for industry-level data work.
Data Science Integration: Includes Data Visualization (Matplotlib, Seaborn) and Data Manipulation using NumPy and Pandas.
Deep Learning & NLP: Introduction to Neural Networks and Natural Language Processing (NLP) for text analysis. Machine Learning Training in vizag
Real-Time Projects: Students often work on live projects, such as Predictive Analytics or Classification Models, which are then uploaded to GitHub to build a professional portfolio.
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