Complete Machine Learning & Data Science Bootcamp 2021 free download paid course from google drive. You will Understand Data Science, Data Analysis, Machine Learning (Artificial Intelligence), and Python with Tensorflow, Pandas & more in this complete course.
- Become a Data Scientist and get employed
- Expert Machine Learning and use it at work
- Deep Learning, Transfer Learning and Neural Networks utilizing the most recent Tensorflow 2.0
- Utilize present day apparatuses that enormous tech organizations like Google, Apple, Amazon, and Facebook use
- Present Data Science tasks to the executives and partners
- Realize which Machine Learning model to decide for each sort of issue
- Real life case studies and undertakings to see how things are done in reality
- Learn best practices with regards to Data Science Workflow
- Execute Machine Learning calculations
- Figure out how to program in Python utilizing the most recent Python 3
- The most effective method to improve your Machine Learning Models
- Figure out how to pre-cycle information, clean information, and break down enormous information.
- Construct an arrangement of work to have on your resume
- Designer Environment arrangement for Data Science and Machine Learning
- Managed and Unsupervised Learning
- AI on Time Series information
- Investigate huge datasets utilizing information representation apparatuses like Matplotlib and Seaborn
- Investigate huge datasets and fight information utilizing Pandas
- Learn NumPy and how it is utilized in Machine Learning
- An arrangement of Data Science and Machine Learning ventures to go after positions in the business with all code and scratchpad gave
- Figure out how to utilize the famous library Scikit-learn in your ventures
- Find out about Data Engineering and how instruments like Hadoop, Spark, and Kafka are utilized in the business
- Figure out how to perform Classification and Regression displaying
- Figure out how to apply Transfer Learning
Complete Machine Learning & Data Science Bootcamp 2021 Course Requirement
- No related knowledge is required (not even Math and Statistics). We start from the very rudiments.
- A PC (Linux/Windows/Mac) with a web association.
- Two ways for those that know programming and those that don’t.
- All devices utilized in this course are free for you to utilize.
Complete Machine Learning & Data Science Bootcamp 2021 Course Description
The themes canvassed in this course are:
- – Data Exploration and Visualizations
- – Neural Networks and Deep Learning
- – Model Evaluation and Analysis
- – Python 3
- – Tensorflow 2.0
- – Numpy
- – Scikit-Learn
- – Data Science and Machine Learning Projects and Workflows
- – Transfer Learning
- – Image acknowledgment and order
- – Train/Test and cross approval
- – Supervised Learning: Classification, Regression and Time Series
- – Decision Trees and Random Forests
- – Ensemble Learning
- – Hyperparameter Tuning
- – Using Pandas Data Frames to tackle complex assignments
- – Use Pandas to deal with CSV Files
- – Using Kaggle and entering Machine Learning rivalries
- – How to introduce your discoveries and dazzle your chief
- – How to clean and set up your information for examination
- – K Nearest Neighbors
- – Support Vector Machines
- – Regression examination (Linear Regression/Polynomial Regression)
- – Setting up your current circumstance with Conda, MiniConda, and Jupyter Notebooks
- – Using GPUs with Google Colab
Before the finish of this course, you will be a finished Data Scientist that can get employed everywhere organizations. We will utilize all that we learn in the course to assemble proficient true activities like Heart Disease Detection, Bulldozer Price Predictor, Dog Breed Image Classifier, and some more. Before the end, you will have a heap of ventures you have fabricated that you can flaunt to other people.
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Who this course is for:
- Anybody with zero insight (or learner/junior) who needs to learn Machine Learning, Data Science, and Python
- You are a developer that needs to expand your abilities into Data Science and Machine Learning to make yourself more important
- You need to get familiar with the essentials and have the option to genuinely comprehend the points rather than simply watching someone code on your screen for quite a long time without truly “getting it”
- You need to figure out how to utilize Deep Learning and Neural Networks with your tasks
- You need to enhance your own business or organization you work for, by utilizing ground-breaking Machine Learning instruments.