ITTrainingNepal

Guru Purnima Greetings from IT Training Nepal!
On this auspicious occasion of Guru Purnima, IT Training Nepal extends its heartfelt gratitude to all the incredible gurus, mentors, and educators who illuminate our path with knowledge and wisdom.

Today, we celebrate the guiding lights who empower us to learn, grow, and innovate in the ever-evolving world of technology. Your dedication shapes not just careers, but futures.

🚀 Elevate Your IT Career with Cisco CCNA Training at IT Training Nepal! 🚀

Are you ready to become a certified network professional and step into the high-demand world of IT networking? Whether you're a beginner with a passion for networks or an IT enthusiast looking to advance, our comprehensive CCNA 200-301 training is designed to build your expertise from the ground up!

At IT Training Nepal Pvt. Ltd., we equip you with the essential skills to install, configure, operate, and troubleshoot medium-sized routed and switched networks. Our latest CCNA curriculum covers vital topics including:

🌐 Network Fundamentals (IPv4 & IPv6)
🔑 Network Access & Security (VLANs, Wireless, Device Security)
🔗 IP Connectivity (Routing protocols like OSPF, Static & Dynamic Routing)
🛠️ IP Services (DHCP, NAT, ACLs)
🛡️ Security Fundamentals
🤖 Automation and Programmability
Why choose IT Training Nepal for your CCNA journey?
✅ Hands-on Learning: Gain real-time working experience with actual Cisco routers and switches, along with simulators.
✅ Expert Trainers: Learn from professionals actively working in the industry, sharing invaluable real-world knowledge.
✅ Practical Skill Development: Our training emphasizes practical skills to design, implement, and troubleshoot network solutions.
✅ Project-Based Approach: Upon completion, you'll undertake a project to build your own network (15-18 networks!), showcasing your practical application and troubleshooting prowess.
✅ Internship Opportunities: Gain real-work experience with our internship plan.
✅ Pearson VUE Authorized Test Center: For your convenience, you can take your global certification exams right here at our office!

CCNA certification is globally recognized and a critical step for career paths such as:

Network Administrator
Network Engineer
Network Analyst
Systems Administrator
IT Manager
Network Security Specialist
Cloud Engineer
Consultant
Don't miss this opportunity to enhance your networking skills, boost your competence, and secure a brighter future in the IT industry!

Ready to get certified? Click the link below to learn more and enroll today!
🔗 Visit our website: https://www.ittrainingnepal.com/cisco-certified-network-associate-ccna-training/

📞 Contact us:
Phone: 977-1-5340005
Mobile: 9818255337, 9801169144
Email: [email protected]
📍 Location: Putalisadak, Kathmandu 44600, Nepal

Learn Machine Learning and AI at IT Training Nepal!

Step into the future of technology with our 60-hour immersive training on Machine Learning and AI. This all-in-one course equips you with the mathematical foundations, machine learning algorithms, deep learning expertise, and hands-on project experience needed to thrive in data-driven roles.

What You’ll Learn:

Mathematics for Machine Learning & Data Science
- Linear Algebra: Vectors, matrices, matrix operations, eigenvalues, eigenvectors
- Calculus: Differentiation, integration, gradients, partial derivatives
- Probability: Distributions, Bayes theorem, random variables
- Statistics: Hypothesis testing, sampling, confidence intervals, ANOVA
- Optimization: Gradient Descent, Stochastic Gradient Descent (SGD), Convex Optimization

Programming Foundations
- Python for Data Science
- Jupyter Notebooks, NumPy, Pandas, Matplotlib, Seaborn
- File handling, OOP in Python, list comprehensions
- Introduction to R and Julia (optional track)

Core Machine Learning
- Introduction to ML: Supervised, Unsupervised, Reinforcement learning
- Regression: Linear, Polynomial, Ridge, Lasso
- Classification: Logistic Regression, SVM, Decision Trees, Random Forest
- Clustering: K-Means, DBSCAN, Agglomerative
- Model Evaluation: Accuracy, Precision, Recall, F1, AUC-ROC, confusion matrix
- Dimensionality Reduction: PCA, t-SNE, LDA
- Feature Engineering & Feature Selection
- Cross-Validation and Bias-Variance Tradeoff

Advanced Machine Learning Algorithms
- Ensemble Methods: Bagging, Boosting, Stacking
- XGBoost, LightGBM, CatBoost
- Gradient Boosting Machines (GBM)
- Support Vector Machines (SVM)
- K-Nearest Neighbors (KNN)
- Naive Bayes Classifier
- Anomaly Detection and Outlier Detection

Deep Learning & Neural Networks
- Feedforward Neural Networks (FNN)
- Backpropagation and optimization
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks (RNN), LSTMs, GRUs
- Transformers and Attention Mechanisms
- Autoencoders and Variational Autoencoders (VAE)
- Generative Adversarial Networks (GANs)
- Transfer Learning: Using pre-trained models like ResNet, VGG, Inception

Large Language Models (LLMs)
- Transformers: BERT, GPT, T5, LLaMA, Mistral, Falcon
- Prompt Engineering Techniques
- Fine-tuning LLMs for specific use-cases
- Text summarization, classification, translation, question answering
- Building Chatbots using LLMs
- Retrieval-Augmented Generation (RAG)

Natural Language Processing (NLP)
- Text preprocessing (tokenization, stemming, lemmatization)
- Word embeddings: Word2Vec, GloVe, FastText
- Named Entity Recognition (NER), POS tagging, sentiment analysis
- Topic modeling: LDA, NMF
- Sequence-to-sequence models and translation
- Hugging Face Transformers Library

Generative AI and Creative Applications
- Stable Diffusion: Text-to-image generation
- DALL·E, Midjourney, RunwayML
- AI-generated music and voice (Jukebox, ElevenLabs)
- AI in design: Canva AI, Adobe Firefly
- Generating synthetic data and use in model training

Bioinformatics with Python
- BioPython library for biological data
- Working with DNA/RNA sequences
- Parsing FASTA, GenBank files
- Sequence alignment algorithms
- Phylogenetic analysis
- Genomic data visualization

Computer Vision
- Image preprocessing and augmentation
- Object detection: YOLO, SSD, Faster R-CNN
- Face recognition and tracking
- Optical Character Recognition (OCR)
- Image segmentation with U-Net, Mask R-CNN

Data Engineering & Big Data
- Data pipelines with Python
- Web scraping with BeautifulSoup, Selenium
- Working with large datasets using Dask
- Big Data tools: Hadoop, Spark (PySpark)
- ETL processes and data warehousing basics

Model Deployment & MLOps
- Saving/loading models with Pickle, Joblib, ONNX
- Building REST APIs with Flask and FastAPI
- Model Deployment using Streamlit and Gradio
- Docker for containerization
- CI/CD pipelines for ML (GitHub Actions, MLflow)
- Monitoring models in production

Cloud Computing for AI
- Introduction to AWS, GCP, Azure
- Cloud Notebooks: Google Colab, Azure ML, SageMaker
- Storing and retrieving models/data from cloud
- Deploying models on cloud platforms (Heroku, AWS EC2, Lambda)

Projects and Capstone Work
- House price prediction (regression)
- Customer churn prediction (classification)
- Face mask detection (CNN + OpenCV)
- Movie recommendation system (collaborative filtering)
- Text summarization using Transformers
- Sentiment analysis from Twitter data
- Stock market prediction using LSTMs
- Image generation with Stable Diffusion
- Genomic data analysis with BioPython
- Real-time chatbot with GPT API

Who Can Join?
- Students and fresh graduates
- Working professionals in IT, analytics, engineering
- Tech enthusiasts and hobbyists
- Entrepreneurs looking to leverage AI for startups

Tools & Technologies Covered:
- Python, Scikit-learn, TensorFlow, PyTorch
- Pandas, NumPy, Matplotlib, Seaborn
- Jupyter, VS Code, Git & GitHub
- Hugging Face, OpenAI, Keras, Gradio, Streamlit
- BioPython, OpenCV, Dask, Spark, AWS, Docker

Duration: 120 hours
Location: IT Training Nepal, Putalisadak
Format: In-person training with practical projects
Seats: Limited

Register Now and take the first step toward becoming an AI/ML expert.
Contact: 01-5340005, 9801169144 for more details.

https://www.ittrainingnepal.com/machine-learning-with-python/

Shape your future with Machine Learning at IT Training Nepal!

Big News for +2 Students! 🎉
Get 35% OFF on all IT courses at IT Training Nepal! 💻✨
Whether you're starting your career or upgrading your skills, now is the best time to Enroll and Save Big!

👉 Offer valid for a limited time only!
📞 Call us: 01-5340005 / 9818255337
🌐 Visit: www.ittrainingnepal.com

📍 Located at Putalisadak, Kathmandu!

👨‍💻 Start Early, Code Smart – Python Training for SEE & +2 Students! 🐍💡

Are you a Grade 10 (SEE appeared) or +2 student thinking about your future in IT or Programming?
Build your strong programming foundation with our Beginner-Friendly Python Training – designed just for school students like YOU!

🎯 Why learn Python?
✅ Easy-to-learn and beginner-friendly
✅ Builds logic and problem-solving skills
✅ Helps in your +2 & bachelor-level programming subjects
✅ Opens the door to Web Development, Data Science, AI & more!

📚 What you’ll learn:
✔️ Programming logic & structure
✔️ Variables, loops, functions, and more
✔️ Hands-on mini projects
✔️ Clear roadmap to a programming career

📍 Location: Putalisadak, Kathmandu
📞 Call us now at 5340005 or 9818255337 to register!
Whatsapp: 9801169144, 9818255337
course details: https://www.ittrainingnepal.com/python-programming-course/

👉 Let your programming journey begin with Python – the most in-demand language today!

https://www.ittrainingnepal.com/network-system-administration-training/

Learn from Network Basics to managing CISCO router and switches along with administering Windows and LINUX servers in one course. Get hands on training skills where you will be taught practically in both the areas of networking and system administration. Call us at 5340005 for further details.
Location: Putalisadak, Kathmandu

Master Network and System Administration Skills with our training

On this sacred occasion of Buddha Jayanti, IT Training Nepal extends heartfelt wishes of peace, wisdom, and enlightenment to all.
Happy Buddha Jayanti!
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