Published 1/2024
Created by Tech Career World
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 63 Lectures ( 6h 58m ) | Size: 2.4 GB
Learn Machine Learning, Data Science, Neural Networks and Artificial Intelligence with Python and libraries
What you’ll learn:
Visualizing Data
Charts with matplotlib
Linear Algebra
Python Programming Language
Statistics
Probability
Bayes’s Theorem, Distributions
Hypothesis and Inference
Gradient Descent
Stochastic Gradient Descent
Working with Data
Machine Learning
k-Nearest Neighbors
Naive Bayes
Simple Linear Regression, Multiple Regression and Logistic Regression
Decision Trees
Neural Networks
Clustering
Natural Language Processing
Network Analysis
Recommender Systems
MapReduce
Requirements:
A bit of Python experience will come handy.
Description:
Unlock the boundless potential of data by enrolling in our comprehensive course, “Mastering Machine Learning, Data Science, Neural Networks, and Artificial Intelligence with Python and Libraries.” This meticulously crafted program is designed to empower individuals with the skills and knowledge needed to navigate the dynamic landscape of modern technology.Course Overview:In this immersive learning journey, participants will delve into the core principles of Machine Learning, Data Science, Neural Networks, and Artificial Intelligence using Python as the primary programming language. The course is structured to cater to both beginners and intermediate learners, ensuring a gradual progression from fundamental concepts to advanced applications.Key Highlights:Foundations of Machine Learning:Gain a solid understanding of machine learning fundamentals, algorithms, and models.Explore supervised and unsupervised learning techniques.Master feature engineering, model evaluation, and hyperparameter tuning.Data Science Essentials:Learn the art of extracting valuable insights from data.Acquire proficiency in data manipulation, cleaning, and exploratory data analysis.Harness the power of statistical analysis for informed decision-making.Neural Networks and Deep Learning:Dive into the realm of neural networks and deep learning architectures.Understand the mechanics of artificial neural networks, convolutional neural networks (CNNs), and recurrent neural networks (RNNs).Implement state-of-the-art deep learning models using Python libraries.Artificial Intelligence (AI) Applications:Explore the practical applications of AI in various industries.Work on real-world projects that simulate the challenges faced by AI professionals.Develop skills in natural language processing (NLP) and computer vision.Hands-On Python Programming:Enhance your Python programming skills to effectively implement machine learning algorithms.Leverage popular Python libraries such as NumPy, Pandas, Matplotlib, and Scikit-Learn.Gain proficiency in handling large datasets and deploying machine learning models.Why Choose Our Course?Comprehensive Curriculum: Our curriculum is meticulously curated to cover a wide spectrum of topics, ensuring a holistic understanding of machine learning, data science, neural networks, and artificial intelligence.Practical Applications: The course emphasizes hands-on learning through real-world projects, enabling participants to apply theoretical knowledge to practical scenarios.Expert Guidance: Learn from industry experts and seasoned professionals who bring a wealth of practical experience to the classroom.Career Opportunities: Equip yourself with in-demand skills sought by employers in the rapidly evolving fields of machine learning and artificial intelligence.Community and Networking: Connect with like-minded individuals, share insights, and build a valuable network within the data science and AI community.Embark on a transformative learning experience that will not only equip you with the skills to thrive in the world of machine learning and artificial intelligence but also position you as a proficient practitioner ready to tackle complex challenges in the data-driven era. Join us on this exciting journey to master the intricacies of Python, machine learning, data science, neural networks, and artificial intelligence!
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