AI & Machine Learning Course
APEC Provides Best AI ML course in Hyderabad in Various Fields of Education like for both IT and Non IT Students and Professionals .
Customized ONLINE Classes available.
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APEC Training offers the best AI ML course in Hyderabad, designed for students, fresh graduates, and working professionals who want to build a strong career in Artificial Intelligence and Machine Learning. Our Machine Learning training in Hyderabad covers real-time projects, hands-on Python programming, data analytics, and deployment of ML models. Learn core concepts such as supervised and unsupervised learning, deep learning, and NLP with expert trainers. If you are looking for a high-quality Artificial Intelligence course in Hyderabad, APEC Training provides advanced practical training and placement assistance to help you excel in the fast-growing AI industry.
Syllabus
Module 1: Introduction to AI & Machine Learning
What is AI, ML, Deep Learning & Data Science
Types of Machine Learning: Supervised, Unsupervised, Reinforcement
Real-world applications & career paths
Module 2: Python for AI & ML
Basics: data types, loops, functions, OOP basics
Python libraries: NumPy, Pandas, Matplotlib, Seaborn
Jupyter, Anaconda setup & coding practice
Module 3: Data Processing & Visualization
Data cleaning, transformation & feature engineering
Data visualization: charts, plots, dashboards
Module 4: Machine Learning Algorithms
Regression: Linear, Polynomial, Ridge, Lasso
Classification: Logistic, SVM, K-NN, Decision Trees, Random Forest, Naive Bayes
Clustering: K-Means, Hierarchical, DBSCAN
Model evaluation & tuning
Module 5: SQL & Databases
SQL queries, Joins, Aggregations
Connecting Python with SQL for data extraction
Module 6: Statistics for ML
Probability, distributions, descriptive & inferential statistics
Z-score, hypothesis testing, sampling, correlation
Module 7: Natural Language Processing (NLP)
Tokenization, stopwords, Stemming & Lemmatization
Bag of Words, TF-IDF
Sentiment analysis & text classification
Module 8: Deep Learning & Neural Networks
ANN, CNN, RNN basics
TensorFlow & Keras introduction
Module 9: Model Deployment
Flask / Streamlit web app deployment
Real-time ML project
Module 10: Projects & Placement Support
Resume & interview preparation
Real-world case studies & industry projects
FAQ's
We have 2 modes of training. Classroom Training & Online Training.
IT Training courses take a maximum of 2-3 month durations & the course duration, however, depends on the availability and convenience of the learner. You can check our detailed upcoming batches, course duration & timing, fees at the course training page.
Yes, after the completion of the course. We will provide opportunity to work on our live projects.
We provide a proper certificate after completion of the course. Along with our institute certificate you will be also able to write Course Name and other certifications after completing the course.
You can expect a 10%-25% increment in salary. The overall growth depends upon how you perform and how you are beneficial to the organization.
Grow Your Career
There’s no shortage of possible career options in IT, and there’s no shortage of opportunities for promotion within specific IT niches. Full Stack Development, Data Science, ML & AI, Digital Marketing, Cloud Computing, Networking and Graphic Design all offer IT career growth and may be just right for you.